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Automation Systems · Finance

Ledgerly Finance Automation

An automation system that reconciles transactions and generates reports with AI agents.

LF2025
-80%
manual effort
3 days
faster close
100%
audit trail

Project Goals

  • Eliminate manual reconciliation work
  • Reduce errors and close the books faster
  • Keep a full, auditable trail

Challenges

  • Matching messy, high-volume transaction data
  • Ensuring accuracy and auditability

Our Solution

  • Deployed agents to reconcile and flag anomalies
  • Automated report generation with human approvals
  • Added complete audit logging and observability

The impact

By combining the right technology with a rigorous, outcome-focused process, we delivered a solution that moved the metrics that matter for Ledgerly — on time and built to scale.

Technologies used

PythonOpenAIPostgreSQLTemporalDocker
Back to all work

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