Three measures stay three measures.
Production ATCR, Eval pass rate, and evidence confidence answer different questions. GrowthOS does not collapse them into a readiness score.
About GrowthOS
We exist because the task disappears.
An agent can read documentation, authenticate, call an API, and leave without a journey anyone can inspect. GrowthOS reconstructs that work so product teams can measure and improve Agent Task Completion Rate.
The job never looked like a session.
Software assumed a person on the other side. Product analytics followed that person screen by screen. Agents do not work that way. One task can cross documentation, authentication, APIs, MCP, CLI, SDK, and backend systems without appearing as one visit.
When the agent silently chooses another product, there is no abandoned cart and no replay that explains the decision. GrowthOS started with that missing journey: reconstruct production evidence first, then evaluate the tasks that actually matter.
What we will not collapse.
These constraints are the product. They are how GrowthOS stays an evidence system instead of another traffic story.
Unresolved stays visible.
Ambiguous activity is not forced into a journey. If the evidence cannot support a connection, the reconstruction keeps that uncertainty inspectable.
Claims need a task.
Public findings require a defined job, sample, provenance, time window, method, and limitations. Missing those, we publish the method rather than a substitute number.
Work starts with a real job.
This is a founder-led company. Bring a task, an Eval, or a security question. There is no self-serve product tour on this site.
Who is here.
Three founders. Engineers who have shipped consumer-scale platforms and operated AI products at YC companies.
Sidhant Goyal
Previously SDE II at American Express and founding engineer at Artisan AI (YC W24). Built his first company at 14. Brings enterprise engineering rigor to GrowthOS.
Vivek Mittal
Previously founding engineer at Artisan AI (YC W24) and senior frontend engineer at Shaadi.com, where he led a full-stack modernization across a high-traffic consumer platform. Owns operations, product, and go-to-market at GrowthOS.
Harsh Raj
Previously at Atlys, the Sequoia-backed AI-powered visa platform, and Dream11. Competitive programmer with deep systems intuition. Leads engineering and the technical architecture behind GrowthOS.
Three ways in.
Start with one concrete job. The manifesto is the thesis; this is how to work with us.
Request a task reconstruction
Bring one job an agent should complete. We will say what production evidence we can reconstruct.
Request the reportThe Agent Traffic Blindspot Report covers why agent demand disappears from conventional analytics.
Talk to a founderReconstruction, Eval design, integrations, security, or research. Start with the conversation you need.
Bring one real task.
Start with the production journey your current analytics cannot see.