Armature
ActiveImprove how users experience your product through AI Agents
About
Armature helps companies monitor, analyze, and optimize how AI agents experience their products. We start with Product Analytics: user sessions on your Claude Connector, ChatGPT App or MCP live inside their AI client, not your UI. Armature captures and shows you what users ask, what agents think and how they use your product. Then, we provide automated evals infrastructure: run complex sessions against your MCPs/CLIs across all major harnesses and models to catch broken workflows before your users do. Finally, our MCP lets your internal coding agents plug into Armature to autonomously fix your product's AX based on our run data. The next step is to provide the foundational infrastructure for the Agent Experience, powering agent-native revenue, lifecycle marketing, and customer support for the next generation of software.
Founders
Louis Scremin· Co-FounderPreviously leading AI Automation (AI Agents & MCP servers) at Joko as early employee
Product launches · 1 launch
Armature helps companies monitor, analyze, and optimize how AI agents experience their products.
Change history · 17 recorded
- August 8, 2026
- Description rewritten07:00 PM
- July 22, 2026
- Description rewritten07:00 PM
- Pitch updated07:00 PM
- July 12, 2026
- Launches refreshed08:00 PM
- Founder profile updated08:00 PM
- YC partner updated08:00 PM
- June 28, 2026
- YC partner updated08:00 PM
- Founder profile updated08:00 PM
- Launches refreshed08:00 PM
- June 21, 2026
- Regions updated07:00 PM
- June 16, 2026
- Pitch updated07:00 PM
- June 14, 2026
- YC partner updated08:00 PM
- Launches refreshed08:00 PM
- Founder profile updated08:00 PM
- June 11, 2026
- Regions updated07:00 PM
- Pitch updated07:00 PM
- May 19, 2026
- New launch posted: Armature - Making your app finally usable by AI agents08:45 PM