Overmind

A model training platform that turns production agent traces into specialized models that teams own, handling training, benchmarking, and serving, while mapping prompts, tools and decision paths, curating production runs into audited datasets, and scoring runs to catch regressions. It sells to AI engineering and data teams and developers in B2B companies building and operating AI agents. It is delivered as SaaS and infrastructure API via SDK and console, and is positioned against shared frontier APIs by training on proprietary trace data and providing an agent context graph.

Key features

• Agent context graph mapping
• Production trace observability
• Dataset curation from traces
• Data pre-processing workshop
• PII and duplicate checks
• Evals generated from context
• Per-metric run scoring
• Regression detection vs baseline
• Prompt and tool optimization as PRs
• Training owned specialized models
• Benchmarking before traffic shift
• Model serving infrastructure