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.
We help 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.
A comprehensive approach to quality and analytics.
01
Custom eval frameworks, automated smoke tests, and hallucination detection. Converting technical metrics into business outcomes.
Deliverable
Eval infrastructure + hallucination alerts + quality scorecards
Get in touch02
Analytics infrastructure (Amplitude, Mixpanel, GA) set up correctly, with dashboards that mean something to stakeholders.
Deliverable
Tracking plans + KPI dashboards + product analysis
Get in touch03
End-to-end testing for multi-step AI workflows, RAG pipeline edge cases, and validating updates across LLM version drift.
Deliverable
Test automation + regression suites + release sign-offs
Get in touch"Quality assurance for AI requires more than just testing — it requires a deep mathematical understanding of how models evaluate probability and drift."
Proteus Analytics was built on rigorous engineering and mathematical foundations. We've architected analytics and quality infrastructure for Tier 1 clients with millions of daily active users, consistently reducing release cycles and catching critical failures before they reach production.
Engagements start within 1 week. No bloated onboarding or junior teams.
Direct engagement with experts who have handled millions of DAUs at scale. Not a rotating cast of junior contractors.
We don't just deliver alerts and dashboards. We provide clear, data-driven recommendations that tie directly to your core product metrics.
Just a focused conversation to determine if we 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