SignalPilot for ML Engineers
Agent workflows that survive change.
Evaluate agent-stack updates, govern access to feature and training data, and preserve the operational knowledge behind reliable ML investigations.
How Your Team Uses It
Keep your workflow. Add production discipline.
01
Gate agent-stack changes
Run continuous evals before new models, prompts, tools, or skills reach production workflows.
02
Govern data access
Route warehouse exploration through one MCP gateway with access controls and a query log.
03
Capture operational knowledge
Turn drift findings, data quirks, and investigation decisions into rules that future runs obey.
The Blocks
Start with the block you’re missing.
Continuous auto evalsDeterministic workflowsKnowledge baseGoverned MCP gateway
Works with your stack
DatabricksSnowflakePostgresDuckDBGitHubClaude Code