Compass — your AI ML consultant in a box
Interview your company, connect its data, rank ML opportunities with evidence, and ship models — with ML rigor enforced for you, not by you.
Open dataset library
Browse documented public datasets — schema, sample rows, license and machine-readable metadata on every page, built for search engines and LLMs.
The journey, end to end
Onboard
URL prefill plus a guided interview builds a versioned company profile.
Connect data
Connectors scan metadata, map business entities, and score data health.
Enrich
Weather, holidays, and rates are auto-joined; we measure the lift first.
Discover
Opportunities are ranked by value, feasibility, and effort — with evidence.
Train
Recipes train behind guardrails: leakage scans, baselines, cost tracking.
Deploy
Approval-gated deploys and drift monitoring keep you in control.
Dashboards
Onboarding wizard
Prefill from your website, answer 5 questions, get your company profile.
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Guide chat
Talk to the Compass MCP guide — tool calls and approvals render inline.
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Dataset library
Searchable open datasets, documented for humans and LLMs.
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Data map
Sources, tables, health scores, and PII flags at a glance.
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Enrichment
Suggested external sources with measured ablation lift.
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Opportunities
Ranked ML opportunities and the board-ready report.
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Training runs
Runs, metrics, baselines, and SHAP-style feature importance.
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Deployments
Live endpoints, health, latency, and drift.
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