Dooap Blog

Run AP With AI Agents You Actually Control

Written by Sam Bush | July 2026

Your AP Team Knows the Process Better Than IT Ever Will. Now They Can Control the AI Too.

Every AP Manager has lived this moment: you spot a routing rule that's costing you hours every week, you know exactly how to fix it — and then you submit a ticket and wait three weeks for IT to get to it.

That gap between "I know what needs to change" and "I can actually change it" is exactly what Dooap Studio closes.

AI That Speaks AP, Not Code

Dooap Studio is the AI automation environment that sits alongside Dooap invoice processing, giving AP teams direct control to design, tune, and govern AI agents — without waiting on IT.

It's built on three pillars:

1. Self-Service AI Design Studio speaks invoices, vendors, cost centers, and approval workflows — not code. Your AP Manager defines how coding, matching, and routing should behave, and Studio's agents execute at scale. No IT tickets. No custom connectors.

2. Transparent and Safe Decisions Every automated action comes with a clear rationale, a confidence level, and a full audit trail. Guardrails keep decisions inside your rules, with validation and escalation whenever confidence dips. Governance teams get control. Auditors get evidence.

3. Continuous Improvement Tune thresholds, evolve agents, raise the bar — and watch it show up in touchless rate, cycle time, and hours handed back to your team.

See It Run on Real Invoices

Reading about agentic AP automation is one thing. Watching an agent actually capture, categorize, and route a live invoice is another.

In our latest demo, Dooap's Chief Product Officer walks through exactly how Studio applies AI to the AP process in real time — including automatic coding, PO invoice matching, and fraud detection running on real invoice data.

▶ Watch the full Dooap Studio demo

 

What's Actually Running Under the Hood

In the demo, you'll see AI applied to three of the most common AP bottlenecks:

  • Automatic coding — GL account, cost center, and project coding applied without manual lookup
  • PO invoice matching — line-level reconciliation handled automatically, even without vendor-specific templates
  • Fraud detection — pattern recognition flagging duplicate submissions and suspicious invoices before they're paid

The OCR and capture layer is built on large language models, which means it can read invoices in essentially any language and any layout — no vendor templates, no pixel-mapping rules to maintain.

Your Data Stays Yours

One question comes up in almost every conversation about AI in finance: what happens to our data?

With Dooap Studio, the answer is straightforward. Your invoice data is never used to train or improve any model. It stays in your tenant, follows the same geo-location as your Dooap AP automation installation, and is never stored in open or public datasets. It's governed under the same Microsoft Enterprise Agreement that already covers your Dynamics 365 subscription — so there's no new data-governance model to stand up.

Built for Microsoft Dynamics 365 Finance

Dooap Studio is built for Microsoft Dynamics 365 Finance, running alongside your existing Dooap AP automation to bring structure to AI-driven processes — instead of relying on fragile, one-off prompts.

Whether you're a Finance Leader looking for board-ready ROI, a Procurement or Shared Services lead chasing touchless processing, or an IT owner who wants AI that's configurable without becoming your problem to maintain, Studio gives you a governed, auditable way to get there.

See It on Your Own Invoices

Fifteen minutes. We'll show you how Studio works on your actual AP scenarios.

Book a 15-min chat or watch the demo first to see it in action.