Reconcile thousands of
transactions in seconds.
Automatically reconcile financial transactions using deterministic matching and AI-powered exception resolution. Use the web app for your finance team, or run reconciliation directly from the CLI.
Reconciliation Complete
Run ID: rec_8f72k9d
WORKS WITH THE FINANCIAL DATA YOUR TEAM ALREADY USES
ONE ENGINE. THREE WAYS TO USE IT.
WEB APP
Primary interface for finance teams
CLI
A technical interface to the same reconciliation engine.
API
An integration/automation interface to the same engine.
Without Recon Agent
With Recon Agent
How Recon Agent Works
A powerful pipeline combining deterministic rules and probabilistic AI.
Upload & Map
Drop in your CSV, bank statement, or connect your payment data. Map fields — amount, date, reference ID — to the reconciliation schema. Takes seconds.
Deterministic Match
Transactions that share exact amounts, dates, and reference IDs are matched instantly using configurable deterministic rules. No AI required for clear cases.
AI Resolution
Remaining unmatched transactions are analyzed using contextual AI. Likely matches are surfaced with a confidence score. Low-confidence cases are flagged — never silently accepted.
Review & Export
Review flagged exceptions with full context. Approve or reject AI suggestions with one click. Export your reconciled results for downstream accounting workflows.
What happens to exceptions?
Your data isn't forced into a black box. See exactly how every record is handled.
Built for finance teams. Ready for enterprise.
You can trust us with your financial data.
Tenant Isolation
Each organization's data is logically isolated from every other tenant. Your reconciliation runs, mappings, and results are never accessible to other users on the platform.
Encrypted Credentials
API keys and model credentials are encrypted at rest using AES-256-GCM. Your secrets are never stored in plaintext.
Bring Your Own Model
Connect a supported cloud model provider using your own API key, or run a local model where supported. The reconciliation engine is not tied to a single provider.
Reusable Mapping Templates
Save your column mappings and reuse them across future reconciliation runs. No need to remap the same data sources repeatedly.
Simple pricing for growing finance teams
Start for free. Scale when you're ready.
For trying Recon Agent
- Deterministic reconciliation
- CSV uploads
- Limited reconciliation runs
- Basic matching rules
- Manual exception review
For growing finance teams
- Everything in Starter
- AI exception resolution
- Configurable matching rules
- Mapping templates
- Advanced exports
- CLI access
- REST API access
- Bring Your Own Model key
For advanced security & deployment needs
- Everything in Pro
- SSO & SAML
- Advanced security controls
- Dedicated support
- Private deployment
- Local AI / Ollama
Frequently Asked Questions
Ready to automate reconciliation?
Join modern finance teams and reduce hours of repetitive reconciliation work. Set up takes less than 2 minutes.