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AI Financial Auditor & Cost Control Tool
AI Financial Auditor & Cost Control Tool is a project by Akash Renuka Ashok (AI Engineer). AI-powered prototype for analyzing financial transactions and invoices to detect anomalies and improve spending control.
- Role
- AI Engineer
- Category
- Financial Anomaly Detection
- Stack
- Python, FastAPI, OpenAI, PostgreSQL, Next.js
The problem
Manual auditing of invoices and transactions is prone to errors and often misses duplicate payments or abnormal spending patterns.
What Akash owned
Designed and built the full-stack prototype including the detection logic and the dashboard.
Highlights
- Built a finance AI prototype to analyse invoices and transactions for duplicate payments and vendor anomalies
- Combined rule-based validation with AI-assisted reasoning to improve detection reliability
- Generated structured risk flags, evidence snippets, confidence indicators and human-review recommendations
- Designed dashboards with alerts, trend analysis, and actionable insights
Outcome
Demonstrated how deterministic checks and AI-assisted reasoning can surface financial anomalies with evidence for a human reviewer.
More work by Akash Renuka Ashok:
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