FinSentry

Inspiration:

We are tired of shady advice provided by pseudo-experts. The information space need to change, especially when everyone have access to private investment.

What it does:

Our solution is a tool that significantly increases the capabilities of financial oversight organizations and increases security of information space on scale.

It helps to monitor, analyze and investigate the financial experts while relying on a vast body of knowledge and existing legislation. The tool is aimed both for b2g and b2c.

How we built it

We used spec-driven development and design thinking. We used modern backend and genetic stack, lovable and we adhered to best practices of development under strict time constraints

Challenges

Coordinating fast development between sub-teams, defining implementation scope in a scalable way

Accomplishments

Our system works well for the channels we tested. Getting feedback from domain experts and validating an idea with an anonymous expert at AMF

What’s next

Improving search capabilities and creating the verification badge for YouTube channels to increase trust for the audience. Improve the legal competence of the analysis and investigation process. Working with the AMF on the prototype testing and further collaboration.

Built With

• antigravity
• docker
• fastapi
• jinaai
• langgraph
• lovable
• openrouter
• postgresql
• pydantic
• python