AI Value Chain
A system lens for building: Oil → Pipeline → Refinery → Outcomes
Click a card for layer details. Manage multiple third-party entry points per layer.
Oil
Data Sourcing & Collection
Proprietary datasets, raw streams, and unstructured corpora that can power valuable outcomes.
Pipeline
Data Processing & Infra
APIs, connectors, schemas, permissions, and reliability that make oil usable (and monetizable).
Refinery
Models, Evals & Feedback
Models + eval harnesses + feedback loops + guardrails that turn signals into decisions and safe automation.
Outcomes
UI / Execution
Where value is experienced: workflows, actions, evidence, and measurable business impact.