The buying and research layer.
COMPUTER USE is an independent guide to AI systems that operate browsers, desktops and mobile interfaces. It helps technical buyers distinguish models, orchestration, execution infrastructure, deterministic controls and end-user products.
We publish a structured evidence ledger and explicit uncertainty. Product inclusion is not an endorsement, and “verified” means checked against public documentation, not independently certified or benchmarked by us.
What you will find here
Profiles explain where a product sits. Comparisons connect architecture to workflow fit. Use cases begin with the API-first decision. Implementation playbooks define approval and recovery. The Benchmark Atlas keeps every result in its original context.
How this publication operates
Initial research was assembled with AI assistance and source checks. No invented author credentials, reviews, customers or traffic figures are used. Version-controlled source records keep the publication auditable. Affiliate relationships and any future sponsorship are disclosed separately.