EXVIV evidence profile

Agnost AI

https://agnost.ai

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Public proof receipts

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These are delayed P0 and P1 receipts from the curated public set. Same-day coverage and the rest of the watchlist stay in a private workspace.

P1positioningAug 8, 2026

Agnost AI pivots from custom agent development to conversational-agent analytics.

BEFORE

Agnost AI | Make your agent better

AFTER

Agnost AI | Product analytics for conversational agents

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Agnost AI now analyzes production chat and voice conversations for silent failures, user frustration, feature requests, policy violations, and reviewed improvement opportunities.

WHY IT MAY MATTER

A messaging shift can reveal a new buyer, category claim, use case, or go-to-market emphasis.

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P1positioningAug 5, 2026

Market positioning changed: Agnost AI | Make your agent better

BEFORE

Agnost AI: Catch Agent Failures Your Evals Miss

AFTER

Agnost AI | Make your agent better

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Added “Agnost AI | Make your agent better”; “Custom AI agents and secure data pipelines for ambitious enterprises.”; “Catch what evals miss.”. Removed “Agnost AI: Catch Agent Failures Your Evals Miss”; “Agnost AI continuously analyzes production conversations, catches agent failures your evals miss, and turns the highest-impact patterns into reviewed fixes. Trusted by Google and 2”; “Catch agent failuresyour evals miss.”.

WHY IT MAY MATTER

A messaging shift can reveal a new buyer, category claim, use case, or go-to-market emphasis.

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Monitored sources

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AI Voice Agents · positioning

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POSITIONING

Daily market positioning

https://agnost.ai

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