Financial intelligence · On-prem
Fintera
A platform that turns financial data into reporting, consolidation, and AI-assisted executive insights while keeping data inside the company.
Design and development: Tolgahan Bora
- Role
- Product design, full-stack development
- Platform
- Web (on-prem deployment)
- Scope
- Financial reporting, AI assistant, anomaly detection, document management
- Status
- Active development and pilot usage
Problem
Finance teams were seeing consolidated data too late, reporting stayed manual, and anomalies were caught late. Cloud AI tools also required sensitive financial data to leave the company.
Approach and solution
I built a web platform that keeps data on-prem. Executives ask questions in natural language; the system analyzes consolidated data and returns answers. An anomaly layer makes unusual movements visible earlier.
Natural-language financial analysis
Executives query company performance through a chat interface. Answers are grounded in relevant datasets, with detail views and PDF export in the same flow.
Automated anomaly detection
Unusual movements in consolidated financial data are flagged automatically. Teams can see which entity and period triggered the alert from one screen.
Technical architecture
The web UI is a modern React client; the financial data layer and AI queries run through on-prem services. Document and folder structure supports company-level data isolation.
- React
- TypeScript
- PostgreSQL
- AI / LLM integration
- On-prem deployment
Results
- AI-assisted querying became possible without sending financial data outside the company.
- The anomaly screen provides an early-warning layer that reduces manual review load.
- The product is in active development and pilot usage under the TetryLabs brand.
Let’s talk about a similar project
If you need on-prem financial intelligence, reporting automation, or AI-assisted workflow products, we can scope the first step together.