A benchmark for the moment when anyone can ship with data
AI-native development tools are changing who can build a data workflow, an internal app, or an operational analysis. That creates a new question for every organization: how do you preserve trust, context, access control, and lineage when useful work can begin anywhere?
The Agent Readiness Benchmark is a research index mapping how 4,382 organizations are preparing for that shift. It uses visible technology, hiring, team, and leadership signals to estimate where each organization sits on the journey from early foundations to governed agentic scale.
Editorial independence
No organization can pay to enter the index, change a score, or buy a profile. Deepnote customers are scored using the same methodology as everyone else.
The benchmark is directional, transparent, and based on observable evidence. It should be read as a map of visible readiness, not a substitute for an internal audit. When the methodology changes, the site will publish what moved and why.