Meibel builds a runtime platform for "confident AI" that sits between data and models to manage ingestion, orchestration, evaluation, and governance for production systems. The platform emphasizes decision traceability, customizable confidence scoring, agentic and adaptive workflows, continuous adaptation without downtime, and execution controls for latency, cost, and quality. Meibel integrates with modern AI infrastructure including model hosts like Hugging Face and Ray and tooling such as LlamaIndex and LangChain, and supports SaaS, private cloud, and on-premises deployments for compliance-sensitive environments. The company cites traction in government, finance, and manufacturing and highlights a SpecBooks case study where Meibel automated complex quoting from architectural plans. Meibel plans to use new funding to grow product and engineering teams, advance core capabilities (orchestration, retrieval, and live feedback), and expand partnerships across industries adopting AI in production.

Total raised

$7M

Funding rounds

1

Latest round

Seed

Latest activity

May 2025