Finance workflow discovery
We map your current invoice intake, review, approval, and exception-handling process.
Invoice Processing Agent Build Sprint
Launch a governed AI invoice processing agent in 4 weeks.
Koladr helps your team automate invoice intake, data extraction, exception review, approval routing, and finance workflow updates — with policy checks, human oversight, and audit trails built in from day one.
Built for finance and operations teams that want faster invoice processing without giving AI unchecked access to payment workflows.
The invoice bottleneck
Invoice processing is repetitive, manual, and too risky to automate blindly.
Finance teams spend hours reviewing invoices, extracting key fields, matching vendors, checking purchase orders, validating amounts, and routing exceptions for approval. Every invoice may look simple, but a bad automation decision can create payment errors, vendor issues, or compliance problems.
AI can reduce manual work — but invoices touch money, vendors, approvals, and financial records. That means automation needs controls.
- — Invoices arrive through scattered channels
- — AP teams manually extract and verify invoice details
- — Vendor matching and PO matching are often inconsistent
- — Exceptions delay payment cycles
- — Payment-related workflows require approval and auditability
- — Most AI invoice workflows lack governed action execution and clear review trails
The opportunity is not just to process invoices faster. It is to process them safely, consistently, and with full operational visibility.
What we build
A production-ready invoice processing agent with Koladr governance built in.
In a fixed-scope Build Sprint, we help you design, implement, and launch an invoice processing agent that can review inbound invoices, extract structured data, flag exceptions, suggest next actions, and route sensitive finance decisions through approval before execution.
Invoice workflow discovery
We map your current invoice intake, review, approval, and exception-handling process.
Invoice field and exception mapping
We define the fields that need extraction, validation, review, and exception handling.
Vendor and approval rule design
We translate vendor, PO, amount, duplicate-risk, and approval rules into governed workflow logic.
Agent workflow implementation
We build the invoice processing agent workflow around your actual AP or finance operations process.
Finance workflow integration planning
We plan the governed handoff into your finance system or internal workflow.
Approval workflow configuration
We configure reviewers, routing, and thresholds for exceptions and payment-sensitive actions.
Audit trail and run history setup
Every extraction, exception, policy match, approval, and workflow update is captured.
Team handoff and go-live checklist
Documentation, walkthrough, testing guidance, and a go-live checklist so finance owns the workflow.
The exact scope depends on your invoice sources, finance systems, approval rules, and existing AP process.
How the invoice processing agent works
From invoice intake to governed finance workflow.
- 01
An invoice enters the workflow
An invoice arrives by email, upload, shared inbox, vendor portal export, or another intake process.
- 02
The agent extracts invoice data
The agent identifies vendor name, invoice number, due date, amount, tax, line items, payment terms, PO reference, and supporting details.
- 03
The agent checks context and rules
The agent compares invoice details against vendor records, expected amounts, purchase order data, approval thresholds, and your finance policies.
- 04
Koladr evaluates policy
Koladr checks proposed actions against rules for amount thresholds, vendor risk, missing PO, duplicate invoice risk, tax mismatches, or low-confidence extraction.
- 05
Exceptions require approval
Invoices with missing information, unusual amounts, unmatched vendors, duplicate risk, or payment-sensitive actions are routed to the right reviewer.
- 06
Approved actions move forward and are logged
Allowed or approved updates can move into your finance workflow, with every decision, exception, approval, and execution result captured in Koladr.
Sprint scope
Everything needed to launch your first governed invoice workflow.
Invoice field mapping
We define the invoice fields that need extraction, validation, and review.
Agent implementation
We build the invoice processing agent workflow around your actual AP or finance operations process.
Approval workflow setup
We configure who reviews exceptions, high-value invoices, duplicate risks, and missing-information cases.
Koladr control room
Your team gets run monitoring, approval queues, audit trails, incidents, and action history.
Launch handoff
We provide documentation, team walkthrough, testing guidance, and a go-live checklist.
Best fit
Built for finance teams with recurring invoice volume.
Ideal customers
Teams where invoice volume is recurring.
- Finance teams processing high volumes of vendor invoices
- AP teams manually extracting invoice data
- Operations teams managing invoices through email or spreadsheets
- Controllers who need review trails and approval history
- Companies with recurring invoice exceptions or slow approval cycles
- Teams that want AI automation but cannot risk blind payment workflow updates
Not a fit
We’ll be clear if this is not the right sprint.
- Teams with very low invoice volume
- Teams looking for simple OCR only
- Teams that want AI to approve payments without controls
- Teams without a defined approval process
- Teams unable to provide invoice samples or workflow access for implementation
Why Koladr
Most invoice automation extracts data. Koladr governs the workflow.
Invoice processing is not just OCR or data extraction. A proposed invoice update can affect payment timing, vendor records, accounting workflows, approval obligations, and financial reporting. Koladr combines implementation with production governance so invoice automation includes policies, approvals, audit trails, and incident visibility from the beginning.
Generic invoice automation
Data extracted. Finance risk remains.
- Extraction-focused
- Limited governance around finance actions
- Weak approval routing
- Hard-to-audit exceptions
- Scattered review history
- Risky handoff to finance teams
Koladr Build Sprint
Invoice workflow governed, every run traceable.
- Agent workflow plus governance
- Exception policies enforced
- Approval routing built in
- Every invoice run logged
- Governed execution path
- Operational handoff included
Example
A vendor invoice arrives with a mismatch.
- Step 01invoice.received
A vendor invoice arrives in the AP inbox
The invoice processing agent picks up the attachment or intake record from your workflow.
- Step 02invoice.extract
The agent extracts invoice number, vendor, amount, due date, tax, and line items
Structured invoice fields are captured with confidence and supporting evidence.
- Step 03vendor.match
The agent compares the invoice against vendor records and expected PO details
Vendor match, purchase order context, and expected amount are checked before the workflow moves forward.
- Step 04exception.flag · +18%
Koladr detects the invoice amount is 18% higher than the expected PO amount
Your exception policy flags the mismatch before payment-sensitive updates proceed.
- Step 05Pending review
An approval request is created for the finance manager with supporting evidence
The reviewer sees the invoice, mismatch, extracted fields, and proposed next action.
- Step 06Approved
The manager reviews the invoice, mismatch, and extracted fields
The approval decision resolves the exception and determines whether the invoice can move forward.
- Step 07Finance workflow · Updated
Approved updates move into the finance workflow
Koladr preserves the governed handoff into the next AP or accounting step.
- Step 08
The full extraction, exception, approval, and update trail is preserved in Koladr
Run, evidence, policy decision, approval, and execution result remain available for review.
Build Sprint
Fixed-scope implementation, priced around a clear outcome.
One sprint. One governed invoice workflow live in production. No hourly billing, no scope drift.
Invoice Processing Agent Build Sprint
Starting at
$12,500
Includes workflow mapping, first agent implementation, invoice field mapping, exception-policy setup, approval configuration, and go-live handoff.
Sprint includes
- Workflow mapping
- First agent implementation
- Invoice field mapping
- Exception-policy setup
- Approval configuration
- Go-live handoff
Book a Build Sprint CallRequest Invoice Processing Agent Sprint
Subscription
Koladr Growth subscription required for production use. We can include the first 6 or 12 months in your implementation package.
FAQ
Common questions before the sprint kicks off.
Is this the same as Guided Setup?
No. Guided Setup helps teams configure Koladr. The Invoice Processing Agent Build Sprint is a productized implementation where we help build and launch the invoice workflow itself with Koladr governance included.
Do you replace our accounting or AP system?
No. Koladr works around your existing finance process. The agent is designed to fit into your invoice intake, review, approval, and downstream update workflow.
Can the agent approve invoices automatically?
It can move low-risk invoices forward when your policies allow it. Most teams start by requiring approval for exceptions, high-value invoices, missing PO details, duplicate-risk invoices, or low-confidence extraction.
What systems can this connect to?
The initial workflow can start with email, shared inboxes, document intake, spreadsheets, and finance workflow handoffs. Exact integrations depend on your environment and implementation scope.
Is this just OCR?
No. OCR or extraction is only one part of the workflow. The Build Sprint focuses on the governed process around extraction, validation, exception handling, approval routing, and audit trails.
How long does implementation take?
Most fixed-scope invoice processing agent sprints are designed for a 4-week launch timeline, depending on invoice complexity, data access, approval rules, and workflow readiness.
What happens after launch?
Your team continues using Koladr to monitor runs, review exceptions, inspect audit trails, tune policies, and safely expand the agent to additional finance workflows.
Ready to reduce invoice processing work
without losing control?
Tell us about your invoice workflow. We’ll help determine whether an Invoice Processing Agent Build Sprint is the right fit.
Fixed scope · 4-week launch · Governance built in