Find opportunities, build benchmarks, and ship interventions that move metrics.
The Vision
The continual improvement loop
Work with us
Pavo Platform
Bring your team and the improvement loop into one system. Connect production evidence, rank opportunities by expected lift, validate every change against a real benchmark, and keep full control, visibility, and auditability over what ships.
Pavo Enterprise
Our applied scientists embed with your team to map your systems, define the metrics that matter, and run the loop end to end: the first measured win, then the system that makes every next one faster. You own the decisions and the results.
The library
Research, teardowns, and field notes on making production systems measurably better.
Compounding systems intelligenceWhy +1% on a production system is worth millions, and what it takes for an agent to own the improvement loop.Watch the talk
Better offline tests lead to more production winsHow randomized evidence and offline replay helped a product team choose stronger ideas before testing them with users.Read more
System Ground Truth: What Agents Must Know About Production SystemsAgents can be right about every file and still be wrong about the system. We define the ground truth production agents need.Read more
Building an Enterprise Sandbox for AI AgentsWe tried to buy the sandbox. We ended up building one. This is the story of why, what we built, and what broke.Read more
Crash-Proof Custom AgentsShipping long-running agents with retries, stops, and durable state.Read more
