Make your enterprise cohere.
Proven on ourselves first. Delivered as closed loops.
An AI-native team. We run our own company on AI, then deliver the proven loops to yours.
Three things that make a company whole: systems, brain, people.
Forward Deployed Engineering
Engineers embed in your business with AI workflows and deliver accepted work items, not slide decks.
Private Enterprise Models
We build your ontology, keep collecting your data, train a model that is only yours, and run it on verifiable compute.
AI-Native Org & Talent
We help you hire and grow a team that can drive this system, and turn your existing material into training and assessment.
From one asset to one physical product, with no human carrying information in between.
A lights-out print-on-demand factory in the US: seven stages, one dataset flowing through all of them.
Multi-platform asset discovery and dedup; AI decides what is worth making.
In-house online designer; 2D compositing and 3D preview share one render pipeline.
Capture, generate, IP check, compose, title, list. Seven steps in one run.
Merchant, reseller and factory on one backend; orders and fulfilment sync in real time.
Supply-chain data platform with one set of definitions.
Vision identifies the product; workers only confirm.
Cloud imposition; nodes claim jobs and drive printers directly.
Information flow is fully automated. Critical physical actions are confirmed by people.
One method, closed at different layers.
Autonomous paid-media agent
Watches ad data continuously, diagnoses every few minutes and acts on bids and budgets; every action is traceable. Operators only chat with it in their IM.
Runs on one of China's largest e-commerce ad platforms.
Talent & training pipeline
Candidate profiles, hard-gate ranking, AI interview design and grading, material-to-course training. Résumé to onboarding on one line.
Ourselves
Every requirement in our company is handled by AI from request to acceptance; people appear only at decisions and sign-off.
Every system on this page runs our own company.
Every loop you close settles into a model of your own.
- 01Understand
- 02Act
- 03Verify
- 04Learn
- TopVerifiable Compute
Inference results can be challenged and independently recomputed, with tiered guarantees. In engineering.
- MiddleAgentic Knowledge & Workspace
Where AI reads your company, and where it claims, does and delivers work.
- BaseEnterprise Ontology & Data Core
Knowledge base, data lake and assets in one, connected by the ontology. New domains are registered, not released.
Why recohere
- 01
We use it ourselves. Every system on this page runs our own company.
- 02
Full stack, ontology to model. Not just API calls.
- 03
We deliver accepted work items, not slide decks. Notifications land in your company's IM.