Harness connects any product, platform, API or database as one operable object. Graph freezes how work flows — steps, branches, exception rules — into an executable causal map. Loop senses, plans, acts and adapts, 24×7. Build an AI operator that owns the whole loop, not a Copilot that just suggests.
Three deterministic primitives — not metaphors. Together they make one self-running, self-healing operator for any system you connect.
The platform abstraction and integration bus. It turns any product, platform, API, UI or database into a standardized operable object — one unified create_campaign, one check_refund, regardless of what sits behind it.
→One Harness drives an e-commerce backend, a merchant console and email in a single action surface.
The executable causal map of domain knowledge, business logic and task flow. Nodes are states and actions, edges are conditions and events — not a static knowledge base, but a runnable decision structure.
→An approval Graph encodes step order, decision branches and exception rules; an ops Graph closes the loop from selection to delivery.
The perpetual sense → plan → act → feedback cycle. The LLM plans the next move under Graph's constraints using Harness's live data, executes, observes the result, adjusts — a continuous optimization flywheel.
→Ads ROI drops → enter a diagnosis subgraph → adjust targeting via Harness → watch the new ROI → keep or roll back.
Seven scenario classes today, one runtime. The first enterprise target is OA approval flows.
Replace the manual: an operator takes over a SaaS UI, walks the user through, adapts when they get stuck.
Refunds, approvals, tickets, closed-loop SOPs across e-commerce, finance and HR systems.
Intent detection, cross-system lookup and handoff to humans — a support agent that owns the whole ticket.
Plus industrial IoT, quantitative finance, content growth and adaptive education — 7 classes in the full landscape.
Atlas is in design with a working demo roadmap. Join the early-access list to shape what an autonomous operator looks like for your approval flows and SOPs.
The demo roadmap and technical choices are tracked in the product repo.