Sammy vs Adopt

RISING$660K

Sammy Labs crawls your cloud product autonomously, learns how it works, then guides confused users in real time – updating itself when features change.

OPPORTUNITYbuild adjacent

VERTICALSSaaS, AI, B2C

ENTRY ANGLES

→ AI-native support experiences that analyze customer issues (video, text) and route intelligently

→ New UI interfaces as overlays on traditional software that let users accomplish complex goals via natural interaction rather than traditional UI elements

→ Task-specific interfaces that avoid open-ended chat prompts in favor of structured interactions

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PLAYBOOK$6M

Adopt

Every web app will eventually need a conversational control layer – and the early-mover window for building that infrastructure is open right now.

OPPORTUNITYbuild tooling

VERTICALSAI, SaaS, B2C

ENTRY ANGLES

→ Tools that help developers add AI agent interfaces to existing services

→ Unified interfaces that translate disparate service APIs into single calls (Plaid model)

→ AI-powered API access to services without public APIs by parsing web interfaces

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