Add a practical AI feature to your web app: text summarization, question answering, assisted drafting or semantic search. I connect existing AI services to your application and build the surrounding input/output flow.

Starting at $100: one text-in/text-out feature using one existing AI API in an app that already runs. Includes a server-side API connection, basic input checks, error handling, an agreed example checklist and setup notes. One revision within scope. Typical turnaround: 5 business days after scope and access are confirmed.

Document search, chat history, multiple screens and larger workflows are quoted separately. API/hosting costs, model training, fine-tuning and production hardening are excluded. AI output requires review; accuracy and business results are not guaranteed. Use non-sensitive sample data for the first milestone.

Proof: CompanyMind combines a React interface, FastAPI embeddings and streamed AI answers with source references. https://contra.com/p/mooQMMAk-company-mind-document-search-with-source-linked-answers