Products by startup task, with current offers and a full record for each.
AI assistants
Dify is listed for ai and ai agents workflows. The initial research scope includes rag engine integration, observability and monitoring, team collaboration workspace, visual workflow designer. Product capabilities, plan limits and current prices still need a vendor-source check.
AI assistants
DeepSeek AI is listed for ai and ai agents workflows. The initial research scope includes deepseek-r1 reasoning model, openai-compatible api, code generation and debugging, open-weight model access. Product capabilities, plan limits and current prices still need a vendor-source check.
AI assistants
Chatbase is listed for customer support and communication workflows. The initial research scope includes training on diverse file types, api access for advanced integration, seamless website embedding, source material citation. Product capabilities, plan limits and current prices still need a vendor-source check.
AI development
MongoDB is the most popular NoSQL document database, used by 46,000+ customers including Adobe, Coinbase, and eBay. Its Atlas platform provides a fully managed cloud database with vector search, mobile sync, and data federation — all on one developer data platform.
Founded less than seven years ago, Series A or earlier, building a single scalable software product. Agencies and consultants are excluded. Existing Atlas users and bootstrapped teams can apply; prior program participants cannot.
AI assistants
BLACKBOX AI is listed for ai development and ai workflows. The initial research scope includes code explanation, context-aware completion, ide integration, learning companion. Product capabilities, plan limits and current prices still need a vendor-source check.
AI development
Mozilla Builders is an open-source AI initiative that shares projects, technical writing and community programming.
The listed 2024 application window has closed. Community and collaboration resources remain available; a new funding round must be confirmed by Mozilla.
AI development
Pinecone is the leading vector database purpose-built for AI applications. Enables fast, accurate similarity search at billion-vector scale — powering semantic search, RAG, recommendation engines, and anomaly detection for AI-native products.
Fewer than one hundred employees and Series A or earlier, with a product suited to vector search; vendor application review applies.