What does NeoSigma do?
NeoSigma builds the infrastructure layer that lets AI agents learn from real-world production experience, closing the feedback loop between customers, products, and AI systems. Its auto-harness tooling mines agent failures, converts them into structured evaluation signals, and gates against regressions to create self-improving agentic systems. Founded in 2025 by Gauri Gupta (ex-Parallel AI, MIT Media Lab), it operates out of San Francisco and Bengaluru.