# AI Evaluations

URL: https://qualixsolutions.com/services/ai-evaluations/

Systematic evaluation of AI accuracy, reliability, bias, cost, and production-readiness so you ship with confidence, not hope.

Know if your AI actually works before your users find out it doesn't.

#### Why this matters

- 3x: Organizations that conduct regular AI system assessments are three times more likely to report high GenAI business value than those that don't.
- 5.5%: of organizations see meaningful financial returns from AI. The remaining 94.5% are investing without systematically measuring what their AI is actually delivering.
- 2,000+: predicted "death by AI" legal claims by end of 2026, driven by insufficient AI risk guardrails. What you don't evaluate, you can't defend.

#### What you get

- Accuracy & Reliability Assessment
- Bias & Fairness Audit
- Cost & Latency Analysis
- Hallucination & Grounding Evaluation
- Security & Safety Testing
- Production Readiness Report

Service brief: 2-6 weeks. Good for Founders, CTOs, Product Leaders shipping AI-powered features or products

#### How we deliver this

1. Discovery workshop: We sit with you, map your workflows, users, and constraints. You leave with a scoped brief — not a proposal full of assumptions.
2. Architecture & Design: System design and UX decisions made before a line of production code.
3. Build: Sprint-based delivery with demos every cycle and one accountable lead.
4. Ship: Deployment to your infrastructure with docs and a clean handover.
5. Stabilize: 30 days of post-launch stabilization while real usage settles in.

#### FAQs

Q: When should we run an AI evaluation — before or after launch?

Both. Pre-launch evaluations catch accuracy, bias, and safety issues before they reach users. Post-launch evaluations monitor for drift, identify new failure modes from real-world usage, and validate that performance holds over time. If you're only doing one, do it before launch. The cost of a pre-launch eval is a fraction of the cost of a public AI failure.