nspiration
Public tenders can be hard for small businesses to navigate. Opportunities may be buried in long lists, and it takes time to work out whether a contract is a good fit. We wanted to make that first step clearer for Lithuanian small and medium businesses.
What it does
TenderAI helps businesses find and assess public tenders that match their company profile. Users can add details about their business, filter live opportunities, and review key information such as deadlines, contract values, requirements, and estimated fit.
How we built it
We built a company profile flow and a tender discovery dashboard. TenderAI uses a company’s details to help surface relevant opportunities and explain why they may be a fit. It also brings tender details and requirements together so businesses can decide what to explore.
What it was built with
TanStack Start, Cloudflare Workers, and public tender data from CVP IS. We also added an optional OpenAI-powered summary of a company’s website to help describe its services.
Challenges we ran into
Tender information can be lengthy and difficult to compare with a company’s capabilities. We had to decide how to make the most useful details easy to scan while presenting fit scores as guidance, rather than guarantees.
Accomplishments that we’re proud of
We created a working end-to-end demo where a business can build a profile, find relevant tenders, and review an estimated fit alongside important contract details.
What we learned
A useful match depends on clear company information and understandable tender requirements. We also learned that a fit score works best when people can see the details behind it and make their own decision.
What’s next for TenderAI
We’d like to improve matching, expand the tender sources and company profile options, and make it easier for businesses to track opportunities and prepare their next steps.
Built With
- chatgpt
- lovable
