WhatMiddleware that sits between AI services and end users, logging all AI outputs with provenance tracking, confidence scoring, and automatic flagging of high-risk responses before they reach users.
SignalPeople are deeply frustrated that AI companies profit from good outputs but disclaim all responsibility for harmful ones, and that buried ToS language lets companies escape accountability for real damage caused by their products.
Why NowAI tools are now integrated into productivity suites used by billions, the EU AI Act is creating compliance requirements, and high-profile AI harm incidents are accelerating regulatory pressure worldwide.
MarketEnterprises using AI tools in regulated industries (healthcare, finance, legal); $5B+ TAM growing with AI adoption. Existing observability tools like Langfuse focus on developers, not compliance officers.
MoatNetwork effects from aggregating failure patterns across customers create the most comprehensive AI risk database, making the product more accurate over time.
Microsoft: Copilot is for entertainment purposes onlyView discussion ↗ · Article ↗ · 537 pts · March 31, 2026
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