Finance
Automation & Data Pipelines for Finance Teams
Month-end close, reconciliation, and reporting shouldn't require a weekend. We build the pipelines and workflows that do the manual pulling and matching for you.
Where the manual work piles up
Data lives in disconnected systems
Payment processors, banking platforms, and your accounting software each hold part of the picture, reconciled by hand at month-end.
Manual data entry from documents
Invoices and statements arrive as PDFs and get keyed into accounting software line by line.
Reconciliation is slow and error-prone
Matching transactions across systems by eye means discrepancies surface late, sometimes after the books have already closed.
Reporting is a recurring fire drill
Board or investor reports get assembled from multiple exports every reporting cycle instead of existing as a live view.
Compliance logs are kept manually
Audit trails for who approved what, and when, are reconstructed after the fact instead of captured automatically.
What can run on its own
Automated ETL pipelines
Data from payment processors, banks, and internal databases is extracted, cleaned, and loaded into a central warehouse on a schedule, not pulled manually.
Transaction reconciliation
A rules-based matching engine pairs transactions across systems automatically and flags only genuine discrepancies for review.
Invoice data extraction
OCR-based extraction pulls vendor, amount, and line-item data from PDF invoices directly into your accounting system.
Scheduled financial reporting
P&L, cash position, and other recurring reports are generated and distributed automatically on the cadence your team needs.
Where AI fits in
Document intelligence
AI-assisted OCR reads invoices and statements with high accuracy, including handling formatting variation across vendors.
Anomaly detection
Transactions that fall outside normal patterns are flagged automatically for review instead of surfacing in a manual audit weeks later.
Natural-language reporting queries
An internal AI assistant that can answer questions like 'what was our burn rate last quarter' by querying your data warehouse directly.
When you need something built
Executive finance dashboard
A live view of cash position, revenue, and key metrics pulled directly from your data warehouse instead of assembled in Excel.
Audit trail system
Every automated action and approval is logged with a timestamp automatically, ready for audit without manual reconstruction.
What this looks like end to end
Trigger
A new invoice or bank statement arrives
Automation
The document is parsed and structured data is extracted automatically
AI
Extracted line items are matched against your chart of accounts and flagged if they don't fit an existing pattern
System
Matched transactions post to your accounting system; unmatched ones create a review task
Result
Month-end reconciliation becomes a short review of exceptions instead of days of manual matching
Relevant Services
Common Questions
Ready to start?
Book a free 30-minute call and we'll map out exactly what to build — and what it'll be worth.
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