Sustainability certification is one of the most operationally demanding programs a nonprofit can run. It is not just a badge on a product, it is a multi-year, multi-stakeholder process involving manufacturers, independent assessment bodies, scoring frameworks, document issuance, and public transparency requirements. When you are managing thousands of products across global industries, the cracks in a manual, spreadsheet-driven operation show up fast. This is exactly the situation a Netherlands-based nonprofit found itself in. The organization administers a globally recognized product sustainability certification program, assessing products across five dimensions: material health, product circularity, clean air and climate protection, water and soil stewardship, and social fairness. Products move through certification levels Bronze, Silver, Gold, and Platinum across a lifecycle that spans application, third-party assessment, issuance, and periodic recertification every three years. As certification volumes grew, so did the operational complexity. Disconnected tools, manual document preparation, and no single place to track everything meant the team was spending more time managing the process than running it. Rather than bolt on yet another external tool, the organization made a deliberate architectural choice: build the entire certification management platform inside Microsoft Dynamics 365, extend it with Azure Function Apps for automation, and expose public APIs for ecosystem transparency. The Goal Build a unified, scalable certification lifecycle management system inside Dynamics 365 that automates document generation, manages logo assets, and exposes public APIs for published certification data — all without introducing new platform dependencies. The Business Problem To understand what was built, you first need to understand what was broken. The organization’s operational teams were trying to answer some fairly fundamental questions every single day — What is the current certification status of a given product? Which products are approaching their recertification deadline? Which assessment body certified a product and when? Is the certificate document ready for issuance? None of these questions had a reliable, centralized answer. Certification records lived across disconnected spreadsheets and email threads, which meant any “current” view of a product’s status was only as accurate as the last person who updated a row. Certificate documents were manually composed for every issuance a slow, error-prone process that created formatting inconsistencies and delayed the experience for certified manufacturers. Logo assets were managed informally, with no version control or consistent delivery process. No Single Source of Truth Certification records scattered across spreadsheets and email threads with no reliable current view. Manual Document Creation Every certificate composed by hand slow, inconsistent, and a bottleneck manufacturers felt directly. Zero Public Transparency External stakeholders relied on manually updated static pages with no programmatic access to live data. Unscalable Operations Growing program volumes with no automation meant every new product added to the manual workload. The Solution Architecture The platform was designed around one principle: build close to where the operational data already lives, and automate at the right trigger points rather than everywhere at once. The solution runs on three deliberate layers. Critically, this architecture avoided over-engineering entirely — no separate data warehouse, no heavy ETL pipeline, no dedicated certification SaaS platform requiring its own licensing and maintenance. Everything runs inside the Microsoft ecosystem. 1 Data Layer — Custom Dynamics 365 Tables Purpose-built Dataverse tables that mirror the certification domain exactly, products, certification events, assessment bodies, category scores, and logo assets all in a single relational, auditable structure. 2 Automation Layer — Azure Function Apps, Dynamics Plugins Two event-driven Function Apps sit alongside the CRM one for certificate document generation, one for logo package delivery, both triggered by real state changes in the certification lifecycle, not a schedule. 3 Transparency Layer — Public REST APIs Public-facing APIs expose published certification data to external stakeholders, brands, retailers, regulators, and third-party platforms without any manual data exchange with the organization. Custom Dynamics 365 Data Model The data model is the foundation everything else rests on. Rather than forcing certification concepts into standard CRM entities that were never designed for this domain, the team built purpose-specific custom tables inside Dataverse that mirror how the certification program actually works. Product data Core product records, variants, and identifiers — the foundational layer that everything else references. Application handling Applications, assessments, category and requirements assessments — all managed within accounts. Assessment bodies and related workflows live here too. Public-facing entities Public tables for products, certifications, certificates, and product variants — the data layer that powers external visibility and API exposure. Together, these layers gave the organisation a complete, relational view of every certified product across its full lifecycle — all within a single operational platform. Certificate Document Generation via Azure Function App Before this system existed, every certificate document was created by hand. Someone would take a template, fill in the product details, format it, check it, and send it. For an organization issuing certificates across thousands of products, this was not just slow — it was a source of constant inconsistency and a bottleneck that manufacturers felt directly. The Azure Function App for certificate generation eliminated this entirely. Here is how it works end to end: How It Works ⚡ Trigger Certification record reaches the correct status in Dynamics 365 → 🔍 Fetch Pulls record + product data via Dynamics 365 Web API → 📄 Generate Selects correct template, populates all fields, generates document → 🔗 Store & Link Saves document and links it back to the certification record What this means in practice is that certificate issuance is now consistent, fast, and entirely hands-off for the operational team. Formatting is guaranteed every time because the template logic is defined once and applied uniformly. The function also runs independently of the CRM interface — making it resilient and reusable across multiple trigger scenarios, including bulk recertification processing. The impact: A task that previously required manual effort for every single issuance now requires none. Eliminated entirely. Logo Image Generation via Azure Function App A certified product comes with more than a document — it comes with the right to use the certification mark. For manufacturers, that logo is a commercial asset. It goes … Continue reading How Dynamics 365 Streamlined the End-to-End Certification Lifecycle for a Non-Profit Organization in the Netherlands →

Summary 1. Identified the operational and strategic costs of fragmented Procure-to-Pay (P2P) processes across procurement and finance functions.2. Highlighted how manual, siloed workflows lead to approval bottlenecks, data inconsistencies, and invoice disputes.3. Explained how ERP integration eliminates manual handoffs by connecting procurement and finance into a unified, data-consistent system.4. Demonstrated the business value of real-time visibility across spending, commitments, and vendor payment status.5. Positioned a strong P2P process as a direct driver of cost efficiency, financial control, and business agility. Table of Contents 1. Introduction2. The Problem3. What Changes with Integration4. What Businesses Gain5. Conclusion Introduction We implemented this solution for a leading North American commercial vehicle manufacturer with complex multi-entity operations, where disconnected procurement and finance processes had a significant impact on business performance. Procurement and finance are central to business performance, yet in many organisations they continue to operate in silos. Each function manages its own data, workflows, and priorities, creating gaps that undermine efficiency, accuracy, and leadership visibility across the organisation. This disconnect is not merely an internal inconvenience. Over time, it leads to missed deadlines, strained vendor relationships, and financial reporting that lags the pace at which business decisions need to be made. For organisations looking to scale or compete in demanding markets, these gaps represent a genuine strategic risk. The Procure-to-Pay (P2P) cycle sits at the centre of this challenge. Spanning everything from raising a purchase request to issuing final payment, it is where delays and mismatches are most visible, and where the cost of inefficiency is most directly felt by both operational teams and leadership. The Problem Figure 1: Procure-to-Pay Cycle Problems Without Integration vs. Outcomes with ERP Integration Despite advances in enterprise technology, many organisations still rely on fragmented, manual approaches to procurement and finance. Email-based approval chains, spreadsheet-driven tracking, and disconnected systems remain common each introducing friction that slows the P2P cycle and reduces data reliability. Approval bottlenecks cause purchase orders to stall, disrupting timelines and delaying downstream activities. Duplicate data entry creates inconsistencies that consume significant time to identify and correct. Invoice mismatches between what was ordered, received, and billed result in payment disputes that erode vendor trust and divert finance team effort away from higher-value work. Beyond day-to-day operational impact, the absence of real-time visibility creates a deeper structural problem. Leadership is left making spending decisions based on stale or incomplete data, budget adherence is difficult to monitor, and bottlenecks go undetected until they have already caused delays. The organisation becomes reactive responding to problems rather than preventing them. How the Integration Works Figure 2: ERP Integration Architecture Source Systems, Azure Logic Apps Middleware, and Target D365 Modules The integration follows an event-driven model a design approach in which processes are triggered by specific business events rather than scheduled batch runs or manual interventions. This shift has significant implications for speed, accuracy, and responsiveness throughout the P2P cycle. When a purchase request is created, a vendor record is updated, or an invoice is submitted, the integration layer responds immediately. Data is extracted through secure, authenticated APIs, validated against predefined rules, transformed into the format required by the target system, and pushed into the ERP without human intervention and typically within seconds. This real-time responsiveness eliminates the latency inherent in batch-based integrations, where data may be hours out of date by the time it reaches the systems that need it. For procurement and finance teams working to tight timelines, that difference is material and directly impacts how quickly decisions can be made and acted upon. What Changes with Integration ERP integration addresses these challenges by connecting procurement and finance into a unified, data-consistent system. Rather than information being passed manually between teams or re-entered across platforms, it flows automatically triggered by real business events and governed by standardised rules applied consistently across the organisation. When a purchase request is raised, all relevant data is immediately available to every stakeholder in the approval chain without manual handoffs or follow-up emails. Approvals are routed automatically based on predefined rules, timelines are enforced, and exceptions are flagged in real time rather than discovered days later during reconciliation. Standardisation is another significant benefit. With all users working from the same data and the same process definitions, the inconsistencies that arise from team-specific workarounds are eliminated. Audit trails are complete and reliable, compliance becomes easier to demonstrate, and the system can adapt as the organisation evolves without requiring constant manual adjustment. What Businesses Gain The benefits of a well-integrated P2P system extend across every level of the organisation. Procurement teams process requests and approvals faster, with significantly less administrative burden. Finance teams reconcile invoices more efficiently and gain clearer visibility into outstanding commitments and cash flow. Vendors receive timely, accurate payments improving commercial relationships and, over time, creating opportunities for preferential terms and stronger partnerships. At the leadership level, integration delivers something particularly valuable: reliable, real-time insight. Executives can monitor procurement activity, track budget adherence, and assess financial performance without waiting for manually compiled reports. This enables faster course correction, more confident planning, and better alignment between procurement strategy and broader business objectives. Organisations in high-volume, multi-entity environments such as Daimler Truck North America, a leading North American commercial vehicle manufacturer operating brands including Freightliner, Western Star, and Thomas Built Buses across complex, multi-geography supply chains benefit most significantly. In industries where operational precision and cost control are non-negotiable, the ability to manage procurement and payments with full visibility and minimal friction is a genuine competitive differentiator. To conclude, a well-designed integration does more than automate existing steps it transforms the Procure-to-Pay cycle into a fast, reliable, and transparent process that serves operational teams, finance leadership, and the wider business alike. The principles outlined in this article event-driven architecture, modular parent-child orchestration, delta processing, and comprehensive logging form the foundation of an integration that can scale with the business and adapt to evolving requirements. For organisations operating in complex, high-volume environments, this is not a technical upgrade. It is a strategic enabler. Ready to modernize … Continue reading From Approval Bottlenecks to Real-Time Visibility: Transforming Procure-to-Pay Through ERP Integration for a Leading North American Commercial Vehicle Manufacturer →

Summary Implemented Markdown-based formatting standards for Power Automate Approval Requests at a Texas-based Operational Security Provider. Transformed plain-text approval emails into structured, executive-friendly approval experiences. Improved readability through headers, sections, tables, lists, hyperlinks, and emphasis formatting. Reduced approver effort by presenting key business information in a consistent and easily consumable format. Leveraged native Power Automate Approval Markdown capabilities without requiring custom development. Improved approval turnaround times by making critical information easier to review and approve. Table of Contents Introduction The Business Problem The Solution Using Headers for Section Separation Using Line Breaks and Paragraphs Using Bullet Lists for Business Information Using Numbered Lists for Approval Steps Using Nested Lists for Additional Context Using Tables for Approval Summaries Using Hyperlinks for Record Navigation Using Emphasis for Important Information Escaping Special Characters Building a Structured Approval Request Limitations Business Impact FAQs Conclusion 1. Introduction In Microsoft Dynamics 365 Project Operations, quotes represent a critical milestone in the sales lifecycle. Before a quote can be activated and progress toward project execution, organizations often require review and approval controls to ensure pricing accuracy, contractual compliance, and business alignment. Since Quote Review & Approval is not a standard capability within Dynamics 365 Project Operations, this requirement typically requires customization. For a Texas-based Operational Security Provider, the requirement extended beyond a simple approval process. The organization needed a controlled workflow where only designated business leads associated with a specific Opportunity or Quote could generate, submit, and approve customer quotations, ensuring accountability and governance throughout the approval chain. A custom approval framework was developed using Microsoft Power Automate and Dynamics 365 Project Operations to automatically identify approvers and route quotes through the required approval process before activation. While the workflow successfully enforced the necessary business controls, the approval requests themselves were difficult to review. Critical information such as customer details, quote values, approval notes, and record links were presented as plain text, making approvals slower and less efficient. To improve the approver experience, Markdown formatting was introduced within Power Automate Approval Requests. Using structured headers, tables, hyperlinks, emphasis formatting, and organized sections, approval notifications became significantly more readable and actionable across Outlook, Outlook Web, and Power Automate approval channels. This article focuses on how Markdown was used to transform standard approval request bodies into professional, executive-friendly approval experiences that improved readability, reduced approval effort, and accelerated quote approval decisions. 2. The Business Problem The organization manages a high volume of customer opportunities and project-based engagements, where quotes serve as the commercial foundation for service delivery. Before a quote could be activated and converted into an operational project, it needed to undergo a formal review and approval process involving designated business stakeholders. To support this requirement, a custom quote approval workflow was implemented within Dynamics 365 Project Operations and Power Automate. The workflow successfully enforced business rules, ensured only authorized personnel could submit and approve quotes, and provided the necessary governance around pricing and customer commitments. However, a significant usability challenge emerged during adoption. The approval requests being sent to approvers contained all the required information, but the content was presented as large blocks of plain text. As quote complexity increased, approvers found it difficult to quickly identify key details such as: Customer Name Opportunity Information Quote Number Total Quote Value Requested Approval Type Business Justification Requestor Information Direct Links to Dynamics 365 Records This often forced approvers to spend additional time reviewing approval requests or navigating back into Dynamics 365 to locate information that should have been immediately visible within the approval notification itself. The lack of visual structure created several operational challenges: Slower approval turnaround times Increased requests for clarification Inconsistent user experience across approval requests Difficulty identifying critical information at a glance Reduced executive engagement with approval emails Higher likelihood of approval delays for time-sensitive opportunities The business needed a way to present approval information in a format that was clear, professional, and easy to consume without requiring additional custom applications or significant development effort. The Objective: Transform approval requests from plain-text notifications into structured, decision-ready approval experiences that allowed stakeholders to review and act on quote approvals quickly and confidently. 3. The Solution One important limitation of the Power Automate Approval action is that it does not support custom HTML rendering within approval request bodies. Unlike standard email notifications where HTML templates can be used extensively, Approval actions rely on a restricted rendering engine that supports a subset of Markdown syntax. As a result, many approval requests are delivered as large blocks of plain text, making them difficult to review, especially when multiple business details need to be presented to approvers. To improve readability without introducing custom applications or alternative notification mechanisms, the approval request body was redesigned using Power Automate’s native Markdown capabilities. This approach allowed approval requests to be structured into clearly defined sections, highlight important information, provide direct navigation links, and present approval summaries in a more professional format. 3.1 Using Headers for Section Separation Headers are one of the simplest ways to introduce structure into approval requests. Syntax # Main Heading ## Section Heading ### Subsection Heading Example # Quote Approval Request ## Opportunity Information ## Financial Summary ## Approval Notes Headers create visual separation between different parts of the approval request and help approvers quickly locate relevant information. 3.2 Using Line Breaks and Paragraphs Approval requests often contain multiple fields and explanatory comments. Proper spacing prevents information from appearing crowded. Syntax Line One Line Two Or force a new line using two trailing spaces: Line One Line Two Example Requested By: John Smith Department: Operations Approval Required Before Quote Activation Proper spacing significantly improves readability compared to continuous blocks of text. 3.3 Using Bullet Lists for Business Information Bullet lists are useful when presenting multiple approval considerations, requirements, assumptions, or supporting notes. Syntax – Item One – Item Two – Item Three Example ### Key Considerations – Executive review required – New customer engagement – Pricing exception applied – Legal review completed Bullet lists allow approvers to scan … Continue reading Enhancing Power Automate Approval Experiences with Markdown Formatting for a Texas-Based Security Operations Firm →

Summary – What You Will Learn The benefits of moving from spreadsheets and manual tracking to real-time updates Field sales teams are constantly interacting with customers, distributors, contractors, and regional partners. These conversations often include important information such as pricing discussions, customer requirements, upcoming projects, and potential opportunities. However, in many manufacturing organizations, these interactions are not properly recorded. Information is often stored in notebooks, spreadsheets, or simply remembered by the salesperson. Over time, this creates a lack of visibility for managers and makes it difficult to understand what is happening across different territories. This blog explains how organizations can use Microsoft Dynamics 365 Sales to track field activities in a structured way and improve visibility into sales engagement and productivity. The Challenge The Field Sales Visibility Problem Field sales in manufacturing are highly relationship driven. Sales representatives regularly visit distributor branches, customer sites, and regional offices to maintain relationships and identify opportunities. But many of these interactions are never formally captured. This creates several challenges: a. No Interaction History Customer discussions and visit details are not recorded, making it difficult to track past conversations or commitments. b. Limited Visibility Across Teams Other team members and managers cannot easily see what has already been discussed with a customer. c. Difficulty Measuring Territory Engagement Managers may not know which territories are actively engaged and which areas need more attention. d. Missed Follow-Ups and Opportunities Potential opportunities discussed during visits may never be tracked properly in the sales pipeline. As a result, the CRM only reflects part of the sales activity, while many important field interactions remain invisible. The Solution Building a Structured Field Activity Process The goal is not to add extra administrative work for sales teams. Instead, the focus is on making activity tracking quick, simple, and useful. 1. Tracking Branch Visits and Customer Meetings Organizations can create a simple “Branch Visit” activity framework within the CRM to capture key field interactions such as: During each visit, sales teams can record useful details like: This helps create a consistent record of customer engagement across the organization. 2. Enabling Quick Mobile Updates Using the mobile capabilities of Microsoft Dynamics 365 Sales, sales teams can log activities directly from their phones immediately after meetings or visits. The process is simple and quick, helping improve CRM adoption without disrupting the sales team’s workflow. 3. Connecting Activities to Customers and Opportunities Recorded visits can be linked directly to customer accounts and ongoing opportunities. This allows teams to: 4. Turning Activities into Insights Once activities are consistently captured, organizations can generate useful reports such as: Customer Activity Reports These reports combine: into a single customer timeline, helping teams understand how frequently accounts are being engaged. Before vs after: what changes with a CRM The shift from manual tracking to structured CRM logging is less about technology and more about having one shared version of the truth. Area Without CRM tracking With CRM tracking Visit records Notebooks, memory, or nothing Logged on mobile, linked to the account Manager visibility Relies on what reps choose to share Real-time dashboard across all territories Team handovers Rep briefs colleague verbally, gaps guaranteed Full interaction history visible to the whole team Follow-ups Tracked in spreadsheets or not at all Tasks created in the CRM, assigned and time-stamped Territory review Guesswork or anecdote Activity reports per rep, per region, per account Salesperson Activity Reports These reports help managers: Using Microsoft Power BI, this information can also be displayed through dashboards for easier visibility and decision-making. Business Impact / Results When field activities are properly tracked, organizations gain much better visibility into their sales operations. Key benefits include: Managers can now: Most importantly, field sales productivity becomes visible, measurable, and easier to manage. For implementation within Microsoft Dynamics 365 Sales: These configurations help keep the process scalable while remaining easy for teams to use. FAQ Section a. What is a Branch Visit activity? A Branch Visit activity is a structured way to record field interactions such as distributor visits and customer meetings within the CRM. b. How does this improve productivity? It helps organizations track customer engagement more effectively and gives managers better visibility into sales activities. c. Can this data be visualized in dashboards? Yes. Using Microsoft Power BI, organizations can create dashboards to monitor territory activity and sales engagement. d. How can companies improve CRM adoption among field teams? Keeping the process simple, mobile-friendly, and quick to update encourages better adoption across sales teams. e. What changes for managers? Managers can focus on coaching and customer strategy instead of chasing updates. This also reduces time spent collecting updates manually and improves overall visibility into sales activities across regions. To conclude, Field sales will always depend on strong customer relationships. However, managing those relationships should not rely on memory, spreadsheets, or disconnected notes. By using Microsoft Dynamics 365 Sales to track and structure field activities, manufacturing organizations can gain better visibility into customer engagement and sales performance. Instead of guessing productivity, managers can rely on real-time data to understand how actively teams are engaging with customers and where improvements are needed. A structured field activity process helps organizations become more organized, more informed, and better prepared to manage sales growth. Connect with CloudFronts to get started at transform@cloudfonts.com Author Bio Cassandra Rodrigues is a D365 CRM Consultant specializing in CRM solutions and sales process optimization for manufacturing organizations. She focuses on helping businesses improve visibility, streamline operations, and build practical solutions using Microsoft Dynamics 365 Sales. If you’re looking to improve visibility into field sales activities and build a more structured, data-driven sales process, feel free to reach out to CloudFronts to learn how these solutions can be implemented within your organization.

Executive Summary Modern finance organizations operating in highly regulated, asset-intensive industries such as Oil & Gas and Marine Services face a growing paradox. While enterprise ERPs like Microsoft Dynamics 365 are designed to be systems of record, the surrounding financial ecosystem—banking portals, tax authority platforms, HR systems, and reporting tools—often remains fragmented and manually operated. This fragmentation introduces three systemic risks: This article presents a connected finance architecture where ERP, banking systems, and statutory compliance platforms are deeply integrated through APIs, transforming finance operations into a frictionless, auditable, and real-time engine. The solution described eliminates file-based handoffs, reduces human dependency, and establishes the ERP as a single source of financial truth. Industry Context: Why Energy & Marine Finance Is Uniquely Complex Organizations in the energy and marine sectors operate under conditions that magnify finance risk: In this environment, manual finance operations are not just inefficient—they are dangerous. Case Environment Overview The organization profiled in this implementation exhibits the following characteristics: Pre-Integration Challenges Before integration, finance operations were characterized by: These processes introduced latency, reconciliation gaps, audit exposure, and key-person dependency. The Core Problem: Disconnected Financial Workflows The central failure point was workflow discontinuity. Although financial transactions originated in the ERP, execution and compliance occurred outside it, breaking end-to-end traceability. Finance Stage System Used Risk Introduced Invoice Entry ERP Low Approval ERP Low Payment Execution Bank Portal High GST Filing GSP Portal High Reconciliation Excel Very High Every manual handoff created: The Vision: A Connected Finance Ecosystem The transformation goal was not automation for its own sake, but financial continuity. Design Principles Architecture Overview: ERP-Centric Integration Dynamics 365 Finance & Supply Chain was positioned as the financial command center. From this hub: This architecture eliminated spreadsheet dependency entirely. Regulatory Automation: Solving GST, E-Invoicing, and E-Way Bills The Compliance Challenge Manual GST compliance introduces risks such as: The Solution Integration with ClearTax enabled direct statutory interaction from Dynamics 365. Automated Capabilities Compliance ceased to be an external obligation and became a native ERP function. Automated Banking: From Approval to Disbursement Without Re-Entry The Payment Risk Manual bank instruction entry introduces: The Integrated Payment Flow This ensured zero data re-entry between ERP and bank. Governance Controls Embedded in the System 3-Way Matching Enforcement Mandatory matching between: This applies to both services and materials, ensuring no unauthorized leakage. N-Level Approval Framework Approval workflows span: Each approval is: HR Integration: Eliminating Expense Fragmentation HR expense data from Eazework flows directly into Dynamics 365. Benefits: Reconciliation and Audit Readiness A 1:1 relationship between bank accounts and main accounts was enforced. This resulted in: Decision Intelligence: Power BI as the CFO’s Cockpit Power BI dashboards provide: Dashboards refresh three times daily: Finance leaders operate on live data, not yesterday’s spreadsheets. Proof & Metrics Dimension Outcome Legal Entities 7 + 1 consolidation Compliance Scope GST, IRN, E-Way Bills Payment Modes NEFT, RTGS Manual Entry Eliminated Data Accuracy Single vendor master Reporting Latency Near real-time Step-by-Step Implementation Playbook FAQs a. Can E-Way Bills be cancelled from the ERP?Yes. Cancellation is automated and synchronized with the GST portal. b. How are On-Account payments handled?Payments can be created manually and auto-applied later without reconciliation issues. c. What happens to rejected vendors?They are auto purged after six months to maintain data hygiene. d. Closing Thought: Finance Without Friction The future of finance is not additional manpower-it is architectural integrity. Organizations that eliminate manual interfaces between ERP, banks, and regulators achieve: The frictionless finance engine is no longer optional. It is the new baseline. To conclude, for Oil & Gas and Marine service providers, financial complexity is not going away. Multi-entity structures, regulatory obligations, and high-value transactions will only intensify. The answer is not more people – it is better architecture. When ERP, banking, and compliance systems are genuinely connected, finance transforms from a cost center into a control center. Transactions execute without re-entry. Compliance happens within the workflow. Reconciliation closes itself. This implementation demonstrates that frictionless finance is not a future ambition – it is an available reality today. The only question left for finance leaders in this space is simple: How long can you afford to operate without it? Ready to Transform Your Finance Operations? If your organization is still bridging ERP, banking, and compliance through spreadsheets and manual processes, it is time for a different conversation. Our team has deep expertise implementing connected finance architectures for Oil & Gas and Marine service providers – from Dynamics 365 configuration to GST automation and real-time banking integration. Write to us at transform@cloudfronts.com and discover how quickly your finance function can move from fragmented to frictionless.

How We Built a Real-Time Lightweight Financial Statement Reporting Experience Directly Inside Microsoft Dynamics 365 Project Operations Summary Designed and deployed a lightweight, real-time financial statement reporting solution directly inside Microsoft Dynamics 365 Project Operations for a Texas-based Cybersecurity & AI Business Solutions firm. Eliminated dependency on heavy paginated reporting and large-scale Power BI datasets for operational financial visibility. Built an interactive HTML + JavaScript reporting framework embedded natively within Dynamics 365 CRM. Enabled dynamic filtering, instant report rendering, and printable customer-ready statements directly from the CRM interface. Introduced popup-based full-screen report rendering for detailed review and print-ready output without leaving Dynamics 365. Integrated funding balances, allocations, transactions, installment schedules, and financial snapshots into a single operational reporting experience. Reduced reporting development complexity, minimized data transformation overhead, and improved scalability compared to traditional BI-heavy architectures. Created a highly maintainable reporting model that scales efficiently as operational datasets grow without introducing significant Power BI licensing or performance constraints. Table of Contents Introduction The Business Problem The Solution Architecture Real-Time CRM-Native Reporting Lightweight Front-End Reporting Framework Popup-Based Printable Report Experience Data Model and Reporting Components Design Principles Business Impact Why This Approach Worked FAQs Conclusion 1. Introduction As organizations scale, operational reporting often becomes increasingly difficult to maintain. For a Texas-based Cybersecurity & AI Business Solutions firm operating on Microsoft Dynamics 365 Project Operations, this challenge became especially visible in financial agreement tracking and customer funding visibility. The business already had access to reporting platforms such as Power BI and paginated reports. However, these approaches introduced several operational problems: Long development cycles Heavy data-cleaning requirements Complex transformation pipelines Delayed visibility into operational data Increasing licensing costs as datasets expanded Slow report rendering for operational users Dependency on external reporting infrastructure Instead of another external BI layer, the organization wanted a lightweight operational reporting experience directly inside Dynamics 365 CRM itself. The Goal: Build a real-time, CRM-native financial reporting experience that renders instantly, supports dynamic filtering, enables printing, and scales without heavy BI infrastructure. 2. The Business Problem The organization manages multiple long-running service agreements, funding allocations, installment schedules, and customer financial balances across cybersecurity services, managed services, and AI solution engagements. Operational users needed a consolidated statement experience that could answer questions such as: What is the customer’s current available balance? Which transactions impacted the balance during a selected period? Which allocations are currently active? How much funding has been consumed vs allocated? Which installments are pending, paid, or overdue? What does the latest funding snapshot look like? Can the report be reviewed and printed directly from CRM? Paginated Reporting Limitations Increasing query complexity Performance degradation with larger datasets Heavy formatting maintenance Limited interactivity Rigid deployment cycles Power BI Challenges Significant Power Query transformations Data-cleaning pipelines Incremental refresh considerations Dataset refresh latency Licensing growth with scale Overengineering for transactional operational reporting 3. The Solution Architecture The reporting framework was designed as a native Dynamics 365 embedded reporting experience using: HTML Web Resources JavaScript Dynamics 365 Web API Native CRM navigation APIs Real-time entity retrieval Popup-based print rendering Embedded Operational Report Apply filters Select funding records Choose reporting periods Generate statements instantly Navigate operational financial data Popup Print Report Detailed review Executive presentation Customer-facing statements Printing and PDF generation 4. Real-Time CRM-Native Reporting One of the most important architectural decisions was avoiding external data replication entirely. Instead of pushing transactional data into a separate reporting warehouse, the report retrieved data directly from Dynamics 365 using the native Web API. Real-time visibility Zero synchronization lag Reduced infrastructure complexity Lower maintenance overhead Faster deployment cycles Everything rendered on demand inside the CRM session itself. 5. Lightweight Front-End Reporting Framework The reporting experience was intentionally designed to behave more like a modern application than a traditional report. Dynamic Filter Bar Users could dynamically filter reports using: This Month Last Month This Quarter Current Year Custom Date Ranges Funding Status Funding Selection The report regenerated instantly without page reloads. Responsive Report Rendering The reporting layout dynamically populated: Account Summary Transaction Details Allocation Summary Installment Details Detailed Account Summary Each section rendered independently based on live API responses. Intelligent Empty-State Handling Instead of showing blank tables or errors, the framework displayed contextual empty-state messaging such as: “No transactions during this statement period” “No active allocations” “No installment details available” This significantly improved usability for operational teams. 6. Popup-Based Printable Report Experience A major requirement was enabling users to thoroughly review and print reports directly from CRM. To solve this, the solution introduced a dedicated popup rendering architecture. Users could click: “Expand Report” This launched a fullscreen popup using Dynamics 365 navigation APIs with: Large-format rendering Print-optimized layout Full customer statement formatting Multi-page support Consistent branding Printable tables Customer reference guides The popup approach delivered several advantages: Better readability Cleaner print formatting Improved executive review experience Isolation from CRM form clutter Easier PDF generation Most importantly, the popup still worked entirely against live CRM data. 7. Data Model and Reporting Components The report consolidated multiple operational areas into a single experience. Account Summary Provided a high-level balance overview including: Balance Forward Total Credits Total Debits Closing Balance This gave immediate visibility into customer financial standing. Transaction Details Displayed detailed running balance activity including: Document date Transaction description Service type Credits Debits Running balance Transactions dynamically recalculated balances during rendering. Allocation Summary Tracked funding allocation activity including: Allocated funds Consumed funds Remaining balance Allocation status Returned allocations were handled separately with custom date logic. Installment Tracking Displayed installment lifecycle visibility including: Invoice dates Due dates Payment dates Payment terms Installment status The report intelligently handled future-dated payments and pending statuses. Detailed Funding Snapshot Displayed operational funding metrics including: Starting Balance Contracted Funds Total Budgeted Funds Collected Funds Used Funding Available Funds Allocated Funds Unallocated Funds This created a complete operational funding overview within a single screen. 8. Design Principles Several architectural principles guided the solution. Real-Time Over Batch Processing Operational reporting should reflect current business activity immediately. The solution avoided overnight refresh cycles entirely. Lightweight Over Heavy BI Not … Continue reading How We Built a Real-Time Lightweight Financial Statement Reporting Experience Directly Inside D365 PO for a Texas-Based Cybersecurity Firm →

Global energy service providers operate across multiple jurisdictions, currencies, and regulatory regimes. This complexity demands precision in financial reporting and transparency in profitability analysis. Achieving reliable site-level profitability in such an environment requires a holistic architectural approach to financial consolidation rather than incremental fixes or tactical workarounds. Legacy State Challenges Strategic DecisionThe organization implemented Dynamics 365 Finance & Supply Chain as a unified financial backbone, replacing legacy IFS systems and spreadsheet-driven workflows. This decision was accompanied by a critical architectural trade-off: moving away from locally customized, entity-specific account structures toward a single, global Chart of Accounts (COA). Benefits of Standardization Unified COA StructureThe global COA was standardized using a 1000–6000 series: This created a common financial language across the organization, enabling both global consolidation and local statutory compliance. Engineering Derived Dimensions for Data Integrity Standardizing accounts alone was insufficient to achieve granular profitability visibility. The architecture required a mechanism to enforce dimensional consistency and eliminate manual errors. Derived Dimension FrameworkFive core dimensions were defined: Segment, Sub-Segment, Region, State, and Site. System Integration Operational Customization From Static Spreadsheets to Dynamic Power BI Dashboards Legacy Reporting Modernized Workflow Reporting Model Operational Cadence Frameworks Proof and Metrics Step-by-Step Implementation Playbook FAQs a. How do you handle different fiscal years?The system supports reporting for both January–December and April–March fiscal calendars to meet diverse statutory requirements. b. Can we track unbilled revenue?Yes. Project Management modules track planned versus actual work, allowing finance teams to post and reverse accrued revenue monthly. c. What happens if a site selects the wrong dimension?This risk is mitigated through derived dimensions, which automatically populate dependent dimensions based on the selected Site code. To conclude, this architecture not only addresses immediate challenges but also positions the organization for long-term sustainability. It enables leadership to make informed decisions based on reliable, timely data, while ensuring compliance across diverse regulatory environments. Ultimately, the shift represents a move from reactive financial management to proactive, strategic control-delivering clarity, accountability, and resilience across global operations. Connect with CloudFronts to get started at transform@cloudfonts.com

Building a Controlled Booking-to-Time Entry Import Framework Inside Dynamics 365 Project Operations Summary Two Texas-based firms — one in Cybersecurity, another in Operational Security — required a streamlined and controlled Time Entry (TE) creation process inside Dynamics 365 Project Operations. Native D365 Project Operations limitations around Project Task visibility, booking-driven TE creation, and inconsistent resource submissions created operational inefficiencies. A fully customized solution was implemented directly inside Dynamics 365 CRM using HTML Web Resources, JavaScript, Dataverse Web API, Ribbon Enable Rules, and custom plugins. The solution centralized TE creation under Project Managers and Project Approvers, enabling controlled and secure booking-based TE management. A custom booking import framework dynamically surfaced only authorized projects and resources based on Project Approver relationships. Custom plugin logic and Resource Assignment–based task resolution automated Project Task mapping for accurate Time Entry creation. Key capabilities delivered included controlled booking imports, role-based visibility, automated task association, external comments support, and bulk TE creation. Dynamic filtering ensured Project Managers could only access resources and bookings associated with projects they were authorized to manage. The entire experience operated natively inside Dynamics 365 Project Operations without external portals, Power Apps screens, or third-party applications. The implementation reduced manual effort, improved TE submission reliability, increased operational flexibility, and enabled more accurate tracking of actual project work. Table of Contents Introduction The Business Problem & Pain Points The Solution Architecture Implementation Design Principles Business Impact Why This Approach Worked FAQs Conclusion 1 Introduction Two Texas-based firms operating in the Cybersecurity and Operational Security space relied heavily on Dynamics 365 Project Operations for project delivery tracking, resource management, and operational execution. As project operations scaled, Project Managers and Project Approvers required a faster and more controlled mechanism for creating Time Entries (TEs) directly from resource bookings. The organizations needed a solution that could simplify booking imports, improve Project Task mapping, enforce role-based visibility, and reduce the dependency on individual resources for manual TE submissions. Operationally, Project Managers were often responsible for validating and entering actual work performed, making the standard TE process inefficient and time-consuming. Key Challenges Standard Dynamics 365 Project Operations behavior did not fully support project-task-aware Time Entry creation from bookings. Project Task values were not consistently available across Resource Requirements and bookings in several PO environments. Resource-driven TE submission resulted in inconsistent and delayed operational reporting. Project Managers lacked centralized visibility and controlled access to resource bookings across approved projects. Native booking import and TE creation workflows lacked flexibility for operational governance and scalability. Goals of the Solution Centralize Time Entry creation under Project Managers and Project Approvers. Enable controlled booking imports with role-based project visibility. Automate Project Task association during TE creation. Allow bulk creation of booking-driven Time Entries directly inside CRM. Improve operational accuracy, flexibility, and governance without relying on external applications or custom portals. 2 The Business Problem & Pain Points 1. Native Booking-to-Time Entry Limitations Standard Dynamics 365 Project Operations behavior did not consistently expose Project Task information through Resource Requirements and Bookings. This created gaps in task-aware Time Entry creation and forced users to manually reconstruct operational context during the TE process. 2. Lack of Controlled Booking Visibility Default system behavior provided broader booking visibility than operationally required. The organizations needed a controlled access model where only designated Project Managers and Project Approvers could view and manage booking imports for authorized projects. 3. High Manual Effort in Time Entry Creation Project Managers and operational teams spent significant time manually entering project references, tasks, durations, and external comments for each Time Entry. This increased administrative overhead and reduced operational efficiency. 4. Inconsistent Resource-Driven Submission Process The organizations faced reliability challenges with resource-submitted Time Entries, leading to delays, missing entries, and inconsistencies in operational reporting. Project Managers required centralized ownership over TE creation to ensure accurate work tracking. 5. Fragmented User Experience Users were required to navigate across multiple Dynamics 365 screens and entities to complete routine booking import and Time Entry operations, making the process cumbersome and inefficient for daily operational usage. 6. Scalability and Maintainability Concerns The firms required a lightweight and scalable solution that could operate natively within Dynamics 365 Project Operations without introducing unnecessary Power Apps layers, external portals, or high-maintenance custom applications. 3 The Solution Architecture Architecture Diagram and Flow Figure: Complete Frontend – Backend behaviour of the TE Automation Module. Dynamics 365 Ribbon Workbench A custom “Import Resource Bookings” ribbon action was introduced to provide controlled access to the booking import process only for authorized Project Managers and Project Approvers. JavaScript + Dataverse Web API JavaScript and Dataverse Web API were used to handle dynamic project filtering, approver validation, booking retrieval, task mapping, and automated Time Entry creation directly inside CRM. HTML Web Resources Two custom HTML-based interfaces were developed: Resource Selection Interface — controlled resource visibility and selection Booking Import & TE Creation Interface — booking imports, task selection, external comments, and bulk Time Entry creation Dataverse Plugin Layer A lightweight custom C# plugin was implemented to support Project Task resolution, task validation, and booking-to-Time Entry automation scenarios not fully supported natively in Dynamics 365 Project Operations. Dataverse Entities Involved The solution leveraged multiple Project Operations entities: msdyn_project msdyn_projectteam msdyn_resourceassignment msdyn_projecttask bookableresource msdyn_resourcerequirement bookableresourcebooking msdyn_timeentry Together, these entities enabled secure, project-aware, and task-aware operational workflows directly inside Dynamics 365 CRM. Entity Relationships Figure: Relationships and associations of the involved entities. 4 Implementation 1. Role-Controlled Ribbon Visibility A custom ribbon action was implemented to ensure only authorized Project Managers and Project Approvers could access the booking import functionality. Visibility was dynamically controlled based on project approval relationships inside Dynamics 365. Figure: Case 1: When Logged in as a Project Approver/Manager. Figure: Case 2: When NOT Logged in as a Project Approver/Manager. 2. Resource Selection Experience A custom resource selection interface was developed to display only eligible resources associated with projects managed by the logged-in approver. This provided secure and simplified operational visibility. Figure: Bookable Resource Selection from a list of Active Bookable Resources, which are under any Project, where the current … Continue reading Building a Controlled Booking-to-Time Entry Import Framework Inside Dynamics 365 Project Operations for Texas-Based Operational Security & Cybersecurity Firms →

  Summary A custom steel windows and doors manufacturer had complex shop floor stages tracked entirely by hand, with no system connecting the sales office to production. CloudFronts developed a custom Order Fulfillment module within Dynamics 365 Sales and implemented trigger-based Power Automate flows to automate over 60 internal and external email communications across every stage of production. Microsoft recommends Power Automate cloud flows as the modern path forward over classic workflows, which receive limited ongoing investment. These were fully migrated, restoring consistent and professional client communication. The sales commitment now automatically extends into every production stage — from Preprocessing Order through Engineering & Calculations all the way to Scheduling Arrangements — without any manual follow-up from staff. Table of Contents   1. Customer Scenario 2. The Real Problem 3. Solution Overview 4. Key Components of the Solution 5. How It Works: Technical Implementation 6. End-to-End Walkthrough 7. Architecture and Design Decisions 8. Business Impact 9. FAQs 10. Conclusion Customer Scenario A manufacturer of custom steel windows and doors uses Dynamics 365 Sales to manage its customer relationships and order pipeline. The business builds bespoke, high-specification products where every order is unique, every unit requires individual engineering, and every delivery carries a direct reputational commitment to the client. The production journey for each order moves through a structured Business Process Flow (BPF) with the following discrete stages: Preprocessing Order: Initial order intake, validation, and readiness checks before the order enters the formal workflow Order Details: Full capture of specifications, dimensions, materials, and client requirements against the order record Assign Project Manager: A project manager is designated and formally takes ownership of the order in Dynamics 365 Project Manager: The assigned PM reviews the order, aligns with the client if required, and confirms the production brief Engineering & Calculations: Structural and thermal specifications are drawn up; shop drawings are prepared and sent for customer approval Production Review: Internal sign-off before the order enters active fabrication In Production: Active manufacturing — covering CNC machining, welding, painting, finishing, and quality control as sub-activities within this stage Quality Control: Final inspection against specification before dispatch clearance is issued Scheduling Arrangements: Protective packaging, carrier coordination, dispatch scheduling, and delivery confirmation Each stage involves different teams, different external parties, and different communication requirements. All of this was being managed entirely by hand. The Real Problem The organisation’s CRM and manufacturing operations existed in two separate worlds. A deal won in the sales office would trigger a handoff to the shop floor, but from that point the CRM had no visibility into what happened next. Production moved forward, but the system of record did not. This disconnect created three compounding problems: 1. Manual Tracking Across Nine BPF Stages With nine distinct BPF stages per order — from Preprocessing Order through to Scheduling Arrangements — and dozens of active orders at any given time, tracking which orders were where and who needed to be notified was a full-time administrative burden. Teams relied on printouts, spreadsheets, and internal messaging. The risk of an order falling through the cracks was constant. 2. Over 60 Email Templates Managed by Hand Customer-facing and internal communications spanned more than 60 distinct email templates covering stage transition notifications, drawing approvals, production confirmations, and dispatch alerts. Each one required a staff member to remember when to send it, select the right template, fill in the correct order details, and copy the right recipients. A missed email left a customer without an update. A wrong email required a correction and an apology. 3. Legacy Classic Workflows Limiting Reliability Some automation had been attempted through Dynamics 365’s classic workflow engine. Microsoft has been steering organisations toward Power Automate cloud flows as their modern, actively invested automation platform — classic workflows have not kept pace in terms of investment or feature development. Beyond this strategic direction, the existing classic workflows had become fragile over time: triggering at the wrong time, failing silently, or firing duplicate emails when conditions were partially met. The team had lost confidence in the automation and was increasingly bypassing it, falling back to manual processes. The system was not broken in any single dramatic way. It was failing in dozens of small ways, every day, and the cumulative cost showed up in staff time, customer experience, and operational risk. ⚠ Manual Tracking 9 BPF stages per order Dozens of active orders Printouts and spreadsheets No real-time visibility Orders falling through gaps ⚠ 60+ Email Templates All managed by hand Wrong template = apology Missed email = unhappy client No standardisation High staff cognitive load ⚠ Legacy Classic Workflows Microsoft recommends moving to Power Automate Limited ongoing investment in classic workflows Duplicate emails firing Silent failures Team bypassing automation Figure 2: The three core pain points driving the need for change Solution Overview CloudFronts addressed each pain point with a targeted, interconnected solution built on the existing Dynamics 365 platform. No third-party systems, no new infrastructure, and no disruption to the tools the team already knew. Custom Order Fulfillment Module in Dynamics 365  +  Trigger-Based Power Automate Cloud Flows  +  Full Migration from Legacy Classic Workflows   For the Production Team: Every order’s BPF stage — from Preprocessing Order to Scheduling Arrangements — is tracked directly within Dynamics 365, visible to sales, operations, and management in real time Stage transitions automatically trigger the correct notification with no manual action required Engineering & Calculations, Production Review, Quality Control, and Scheduling Arrangements are managed as structured fields rather than informal notes or emails For the Sales Team: The CRM record now follows the order all the way to delivery. The sale does not end at contract signature Customer-facing communications are consistent, professionally formatted, and sent automatically No more chasing production teams for status updates to relay to clients For the Organisation: A single source of truth for every order, from first contact through final dispatch Reliable, Microsoft-supported Power Automate automation that can be trusted rather than worked around A professional communication experience that reflects the quality … Continue reading From Manual Emails to Power Automate Cloud flows: Connecting Dynamics 365 Sales to the Shop Floor →

Summary Designed a two-page Power BI Income Pipeline Report for a Texas-based Cybersecurity & AI Business Solutions firm using Microsoft Dynamics 365 Project Operations. Unified visibility across Opportunity, Unbilled Income, Billed Income, and Paid Income in a single view. Introduced Average Turnaround to forecast realistic cash collection timelines based on actual payment behavior. Integrated Dynamics 365 Project Operations with QuickBooks to connect sales, delivery, invoicing, and cash collection. Enabled a 17-week rolling revenue forecast with week-by-week cash visibility. Provided dual invoice status for contractual vs realistic payment tracking. Table of Contents 1. Introduction 2. The Business Problem 3. Report Structure Overview 4. The Income Pipeline 5. Project Revenue Forecast 6. Design Principles 7. Business Impact 8. FAQs 9. Conclusion 1. Introduction Managing revenue across a professional services firm is rarely straightforward. When your business spans cybersecurity assessments, AI-driven solutions, and long-term managed services engagements, the gap between work being delivered and cash actually landing in the bank can be wide — and costly if left unmonitored. This is precisely the challenge we set out to solve for a U.S.-based Cybersecurity and AI Business Solutions firm running their operations on Microsoft Dynamics 365 Project Operations. The result was a two-page Power BI report — the Income Pipeline Report — that gives leadership a real-time, end-to-end view of every dollar moving through the business: from early-stage opportunity, through unbilled and billed income, all the way to cash collected. This post walks through how the report was built, how each data layer was modelled, and why the design decisions were made the way they were. 2. The Business Problem The firm needed clarity across four distinct but connected stages of their revenue lifecycle: Sales opportunities and pipeline value Delivered but unbilled work Outstanding invoices and expected payments Actual vs expected payment behavior This would answer as well as resolve the following questions – Where are active sales opportunities sitting, and how much pipeline value do they represent? Which project work has been delivered but not yet invoiced? Which invoices have been raised and sent to clients, and when are they realistically going to be paid? And finally, how does actual payment behaviour compare against what was expected? Each of these questions existed in isolation before. Project managers had partial visibility into their own contracts, and needed a comprehensive bird’s eye view of all of these together. Finance had QuickBooks data but lacked the context of the delivery pipeline. Leadership had no consolidated view. The Income Pipeline Report brought all of this together in a single, navigable Power BI experience. 3. Report Structure Overview The report consists of two pages: Income Pipeline Report — a high-level pipeline view across four stages: Opportunity, Unbilled Income, Billed Income, and Paid Income, each with summary cards and interactive donut charts. Project Revenue Forecast — a time-distributed breakdown of expected cash collection across a rolling 17-week horizon, organised by customer and contract. 4. The Income Pipeline The Four-Stage Pipeline Banner Across the top of the report, four chevron-style stage indicators guide the revenue journey: Opportunity → Unbilled Income → Billed Income → Paid Income Each stage includes a summary card showing record count and total value Provides immediate visibility into where revenue is sitting Highlights potential bottlenecks across the pipeline Stage 1 — Opportunity Data sourced from Dynamics 365 Sales using Business Process Flow (BPF) Uses active BPF stage (Develop, Propose, Close) instead of static fields Ensures accurate reflection of real sales progression Estimated revenue pulled directly from opportunity records Donut chart shows distribution across Develop, Propose, and Close stages Stage 2 — Unbilled Income Represents contracted or delivered work not yet invoiced Sourced from project contract lines in Dynamics 365 Project Operations Includes: Fixed Fee milestones (explicit values) Time & Material (T&M) estimates based on resource allocations T&M calculated as allocated hours × billing rate Clearly marked as estimated until billing run is executed Grouped into payment expectation buckets (30, 60, 90, 120, 180+ days) Uses Average Turnaround to forecast realistic payment timing Stage 3 — Billed Income (Confirmed Invoices) Combines Dynamics 365 Project Operations and QuickBooks data Tracks invoices that are confirmed and sent to clients Introduces Average Turnaround: Average days from invoice creation to payment Based on historical payment behaviour Each invoice has two statuses: Contractual (due date) Estimated (based on Average Turnaround) Provides realistic vs contractual payment visibility Includes: Due-date based categorisation Estimated overdue analysis Prevents misleading insights from strict payment terms alone Stage 4 — Paid Income Tracks fully collected invoices Uses QuickBooks for actual payment dates Groups payments by time bands (under 30, 60, 90 days, etc.) Enables comparison between actual vs estimated payment behaviour Continuously improves accuracy of Average Turnaround Tooltip Drill-Down Hover shows: Payment band Record count Total value Drill-through available for detailed record-level analysis 5. Project Revenue Forecast Overview Distributes expected cash collection across a rolling 17-week window Shifts view from pipeline stage to time-based forecasting Hierarchy and Structure Customer → Contract → Revenue Type Revenue types include: T&M run schedules Fixed Fee milestones Confirmed invoices Each row shows: Customer Contract Billing type Average Turnaround Value mapped to expected payment week Weeks range from Week 0 to Week 16 Top row aggregates total expected cash per week Colour Coding Amber — Unbilled income Green — Invoice within terms Red — Overdue (based on estimated payment date) Drill-Through to Detail Click any row to view detailed breakdown Includes: Billed invoices with due and estimated dates Unbilled milestones and run schedules Connects high-level forecast to transactional detail 6. Design Principles Average Turnaround over payment terms Reflects actual customer behaviour instead of contractual assumptions. Dual invoice status Provides both contractual and realistic payment visibility. Consistent time buckets Ensures comparability across Opportunity, Unbilled, Billed, and Paid stages. Weekly forecasting instead of monthly Supports short-term cash flow planning aligned with operational rhythm. 7. Business Impact Improved cash flow predictability Earlier visibility of at-risk invoices Unified cross-team visibility Improved T&M billing discipline Increased accountability 8. FAQs What is Average Turnaround and why does it … Continue reading How we designed & deployed an Income Pipeline Report for a Texas, U.S. based Cybersecurity & AI Business Solutions Firm, via MS D365 Project Operations and Power BI. →