Reads finance documents into structured work
Extracts fields, line items, notes, and supporting evidence from invoices, receipts, reimbursement claims, statements, and close documents.
AI Finance Operations
Use AI agents and workflow automation to reduce manual finance handling across payables, receivables, reimbursements, close prep, and document review.
Business impact
- Time saved per document
- Approval turnaround time
- Manual touches per process
- Reconciliation cycle time
- Close task completion time
The problem
Finance teams still spend too much time reading documents, moving approvals, reconciling records, and re-keying data across disconnected systems.
Applied Finance AI
Finance automation works best when it takes real documents and real approval steps seriously. The useful system reads the source material, applies your rules, and prepares a clean handoff for the person who owns the decision.
Where It Fits
This is a fit for teams that want AI to reduce repetitive finance work across AP, AR, reimbursements, reconciliations, month-end close support, approval routing, and document intelligence without changing the core accounting system first.
- Finance work is document-heavy and the source of truth is often split across emails, PDFs, spreadsheets, drives, and ERP screens.
- The same process can involve policy checks, matching, approvals, and exception handling, which makes fully manual work slow and inconsistent.
- Different systems expose different levels of access, so the workflow has to work with approved APIs, exports, and file drops instead of assuming direct system control.
- The highest-value work is usually judgment-heavy, so the system needs to assist review rather than replace finance ownership.
How AI helps
Routes work to the right approver
Applies rules and policy context to send items to the correct finance owner, manager, or exception queue.
Surfaces what changed
Summarizes mismatches, missing inputs, duplicate context, and unresolved questions so the reviewer can decide quickly.
Keeps every action traceable
Preserves source links, approval history, and system outputs so finance can review and export with confidence.
What we build
Finance intake layer
A controlled workflow for emails, attachments, shared-drive files, uploads, and approved system exports.
AP and reimbursement review
Document extraction, policy checks, and review queues for invoices, expense claims, and supporting receipts.
AR and collections prep
Customer statement summaries, follow-up context, and exception notes ready for finance approval.
Reconciliation and close support
Matching assistance for bank, ledger, and subledger records plus month-end prep across spreadsheets and exports.
Approval routing and document intelligence
A workflow that classifies documents, creates summaries, and moves items to the right reviewer with evidence attached.
Example workflow
Capture the finance input
Read from approved email inboxes, shared drives, document stores, ERP exports, spreadsheets, or API-connected systems.
Extract and classify
Identify the document type, pull key fields, and separate clean records from items needing review.
Check against policy or source records
Compare the extracted data with SOPs, approval rules, PO or receipt context, ledger entries, or prior submissions.
Route the next action
Send ready items onward, assign exceptions to the right owner, and prepare a concise review packet for approval.
Post the approved output
Export updates, upload files, or hand off structured data to the downstream finance system that is already in use.
What we need and what you get
Keep the first version practical: connect the sources, show the follow-up queue, and prepare drafts for approval.
Inputs
- Invoices
- Receipts
- Expense claims
- Bank statements
- Ledger exports
- Email threads
- Shared-drive files
- ERP exports
- SOP and policy documents
Outputs
- Structured finance records
- Approval packets
- Exception summaries
- Matching results
- Reconciliation support files
- Close task queues
Typical systems we connect around
- SAP
- Oracle NetSuite
- Microsoft Dynamics 365 Finance
- Zoho Books
- Tally
- QuickBooks
- Razorpay
- Stripe
- Excel
- Google Sheets
- Email inboxes
- Shared drives
- Document stores
Controls before anything moves
AI prepares the work. Your team keeps approval, evidence, access, and change history visible.
- Human approval for payments, reimbursements, journal support, and other sensitive actions
- Source links and evidence for generated outputs
- Audit logs for inputs, outputs, approvals, and changes
- Role-aware access to documents and systems
- Approval thresholds and policy rules configured by finance
FAQ
Is this a replacement for our finance system?
No. The focus is applied AI workflow and agent building around the systems, documents, approvals, and exports you already use.
Can it handle accounts payable and accounts receivable together?
Yes. A single finance operations layer can support AP intake, AR follow-up prep, routing, and exception handling across shared documents and exports.
Can it review reimbursements against policy or SOP?
Yes. It can compare claims and receipts with approved policy rules, flag missing evidence, and prepare a human review packet.
Can it support reconciliations and month-end close?
Yes. It can help match records, gather source files, prepare close support queues, and summarize what still needs attention.
Does it require direct ERP access?
Yes. For production-grade finance workflows, the system needs approved access to the ERP or accounting system through APIs, exports, reports, or controlled integration paths so it can read the source records and hand back approved outputs safely.
Make this workflow ready for real use.
We map the current process, build a working version, and keep approvals, evidence, and access controls where they belong.