01 · Onboarding
Docs → spec in 3 minutes
Drop a PDF, form screenshot, or FAQ doc. Five Claude stages extract every field, rule, and routing path with a verbatim source quote. No hallucinated rules.
Solutions
AI-Powered Invoice Verification
for Lark Expenses
Kopi uses Claude AI vision to read every invoice — PDF or image — and cross-validate amounts, dates, and vendor details against the expense form automatically. Errors are caught before they reach the approver.
🔍
AI field extraction
Claude AI reads invoices and extracts seller name, invoice number, date, line items, subtotals, tax, and total — even from scanned images and handwritten receipts.
⚖️
Amount cross-validation
The invoice total is compared against the expense form amount. Any mismatch — including currency conversion errors — is flagged red for human review.
📅
Date validation
Invoice date is checked against submission date. Future-dated receipts, date gaps exceeding your policy, and suspicious timing are automatically flagged.
🔄
Duplicate detection
Kopi checks if the same invoice has been submitted before. Duplicate claims are flagged before approval — eliminating a major source of expense fraud.
🏢
Vendor matching
Vendor name on the invoice is compared against the expense form. Mismatches — like submitting an Uber receipt for a hotel claim — are caught automatically.
📊
Confidence scoring
Each extracted field gets a confidence score. Low-confidence extractions (e.g., unclear scans) are escalated for human review rather than auto-approved.
Related solutions
Free for Singapore SMBs in private beta
No credit card. No time limit. Set up in 10 minutes.
Built on Mirror
One agent reads every policy doc — across every domain.
Invoice verification is just one rule in Mirror's vocabulary — alongside amount caps, attachment requirements, vendor allowlists, and routing escalations. Every rule traces back to a verbatim line in your source doc.
02 · Runtime
Decisions in 4ms
runTemplate(spec, request) → Decision is pure code, no LLM at decision time. The spec is data, the runtime is deterministic. Three-color verdict with full routing trace.
03 · Channels
Web · Email · Slack · Lark
A submission can come from anywhere. Reviewers see the same triage card across all surfaces. Web + email is the default; Slack and Lark are accelerators for already-connected tenants.
Citation contract — non-negotiable
Every field, rule, and routing approver Mirror emits carries a verbatim quote from your source document. If she can’t cite it, she drops the item. No fabricated policies — your AI is anchored to your own words.
Read the docs →Architecture, full pipeline detail, page map.