TeqEngine is a forward-deployed AI engineering firm that builds AI products and agents in close collaboration with client teams, then stays involved through monthly retainers to run, evaluate and improve them. Its engineers work inside clients’ repositories and support model-independent systems using technologies from Anthropic, OpenAI and Google.

The firm’s services span agent platforms and tools, product interfaces, evaluation and reliability, retrieval, and the cloud, data and identity foundations behind AI products. It also helps engineering teams make coding agents more effective through harness engineering, architecture and harness reviews, and hands-on feature delivery. Additional advisory services include technical and AI diligence and fractional CTO leadership.

TeqEngine works with organizations in healthcare, fintech and financial services, as well as engineering teams, investors, agencies and partners. Its experience includes building enterprise agent platforms with more than 50 MCP tools, backend systems that handled over 100 million messages in a day, and a healthcare EHR and revenue-cycle platform later used as an acquirer’s technology foundation.