AI Quality Assurance for high-growth startups that can't afford to find out from users.
You launched an AI feature. Users love it. Then someone finds a prompt that breaks it.
Your chatbot hallucinates. Your model drifts and no one notices. Most AI teams don't
know their product is failing until users complain.
Proteus helps you know first.
Do any of these sound familiar?
You've seen the screenshot. Your AI said something unhinged in prod. You laughed it off, but now every release makes you anxious.
Your dashboard is full of numbers. None of them tell you if your AI is actually getting better or quietly getting worse.
You're the QA team. You run the same prompts by hand before every deploy. It's not scalable and you know it.
You need someone who owns quality end-to-end — but a full-time hire is premature. You're stuck in the middle.
Defined scope, concrete deliverables, no retainers you didn't ask for.
01
A structured assessment of your AI feature quality. We evaluate hallucination exposure, eval coverage gaps, your release process, and how well your current instrumentation can actually detect failure before users do.
Deliverable
Written audit report + prioritized remediation roadmap
Get in touch02
Amplitude or GA4 instrumented correctly — event taxonomy defined, tracking plan documented, dashboards that answer real product questions. If your metrics can't tell you whether your AI is improving, this is the fix.
Deliverable
Working analytics setup + tracking plan + stakeholder dashboards
Get in touch03
Proteus owns quality operations for your team part-time. Weekly engagement, defined hour cap, clear accountability. Senior QA leadership without the full-time hire — built on a track record of managing release cycles at scale and reporting directly to the C-suite.
Deliverable
Weekly QA coverage + release go/no-go visibility + ongoing measurement
Get in touchWe determine fit in the first 15 minutes. No pitch, no pressure — just a direct conversation about what's broken and whether Proteus is the right fit.
Scoped to your specific situation — not a template. Fixed price, defined deliverable, clear timeline. No surprises.
No bloated onboarding. Access granted, kickoff done, first findings or output delivered fast. You'll know it's working immediately.
What Proteus has shipped.
AI-enabled consumer product · Multi-million daily active users
Quality systems and Amplitude analytics infrastructure built from scratch. Delivered executive-level release visibility, validated AI feature performance at scale, and a measurement framework that outlasted the engagement.
No pitch, no pressure. Just a focused conversation to determine if Proteus can help you ship faster and safer. We'll know if it's a fit within 15 minutes.
Or reach out directly: hello@useproteus.io