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September 26, 2026 / Sunila Gupta / ,

Building Predictive Models with AI Builder: Implementing Demand Forecasting without Custom Code

Demand forecasting has traditionally required either hiring data scientists or purchasing specialized software. The real constraint is not sophistication—it is speed. Finance teams in Dynamics 365 Finance and Operations need
Finance dashboard with AI prediction confidence scores
September 23, 2026 / Sunila Gupta / ,

Managing AI Builder Confidence Scores in Production: When Automation Accuracy Isn’t Good Enough

A finance manager runs invoice processing through an AI Builder model trained to extract vendor, amount, and GL account from scanned receipts. The model reaches 94 percent accuracy in testing.
September 22, 2026 / Amarnath Gupta / ,

AI Builder Document Intelligence: Why Your Finance Team Still Manually Keys 2,000 Invoices a Month

AI Builder Document Intelligence: Why Your Finance Team Still Manually Keys 2,000 Invoices a Month For most large enterprises running Dynamics 365 Finance, accounts payable looks straightforward on paper: invoices
Customer experience team reviewing a sentiment analytics dashboard on a large monitor
September 21, 2026 / Sunila Gupta / ,

Dynamics 365’s Free Sentiment Analysis Has a Blind Spot. AI Builder Sentiment Analysis Can Close It, at a Cost.

A customer experience director at a mid-market distributor recently asked her Dynamics 365 partner for something that sounded simple: one ranked list of accounts trending toward churn, built from every
Solution architect reviewing an AI agent cost analytics dashboard on a large office monitor
September 20, 2026 / Amarnath Gupta / ,

An AI Builder Prompt Inside a Copilot Studio Agent Skips Your AI Builder Credits. It Draws From Copilot Credits Instead.

A solution architect at a mid-market manufacturer spent the spring building a Copilot Studio agent to triage vendor emails: pull the invoice number, classify the request type, draft a reply
Finance analyst reviewing an AI-extracted invoice line-item table with confidence indicators on a laptop screen
September 19, 2026 / Max Jhonson / ,

Document Intelligence 4.0 Gave AI Builder Table Confidence Scores. Most Invoice Models Still Can’t Use Them.

A Dynamics 365 Finance implementation team building an automated three-way match workflow ran into a strange gap last month. Their AI Builder model pulled line items off vendor invoices cleanly
An IT governance leader reviewing an AI model version timeline on a widescreen office display
September 18, 2026 / Max Jhonson / ,

Why Your AI Builder Default Model Keeps Changing Without Warning

A finance team at a mid-size distributor built a Power Automate flow eighteen months ago that reads incoming vendor contracts, pulls out payment terms and renewal clauses with an AI
Finance and IT leaders reviewing Power Platform licensing budget charts on a laptop in an office setting
September 12, 2026 / Krish Raj / ,

The AI Builder Credits Transition Has a Deadline: November 1, 2026

A Power Platform administrator at a mid-market distributor recently walked into her CFO’s office with a number nobody had budgeted for. Her company’s invoice-processing flow, built on AI Builder’s document
Abstract visualization of an AI system extracting structured data fields from a scanned invoice, displayed on an office monitor
September 10, 2026 / Amarnath Gupta / ,

The AI Builder Copilot Credits Shift Is Rewriting Invoice Automation

A Dynamics 365 Finance and Operations customer running automated AP invoice capture on AI Builder’s invoice processing model will not notice anything different on November 2, 2026. The flow will
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Dynamics 365 and Power Platform Licensing Strategy: How Organizations Reduce Cloud Spend While Maintaining Governance

September 28, 2026 / Amarnath Gupta

Building Secure Enterprise AI Agents in Copilot Studio: Knowledge Grounding, Custom Plugins, and Orchestration Patterns for Regulated Environments

September 28, 2026 / Sunila Gupta

The Low-Code Business Case: How Power Platform Reduces Development Backlogs and Accelerates Digital Transformation

September 28, 2026 / Editor In-Chief

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