A senior QA engineer with 20+ years of experience designs and runs structured test scenarios against your AI system — finding hallucinations, guardrail failures, and edge-case breakdowns your team didn't think to test. You get a prioritized findings report, ready to hand to your dev team.
Traditional QA catches broken buttons and failed API calls. AI systems fail differently — silently, inconsistently, and often only under real-world conditions.
Holteck tests AI systems using structured QA methodology, AI-assisted workflows, scenario design, exploratory testing, and risk analysis — built on 20+ years of QA experience.
You provide access, documentation, a demo flow, or a product description. No integration required — a description is enough to get started.
A senior QA engineer designs scenarios specific to your system, runs adversarial prompts, edge cases, and behavioral consistency checks — then analyzes every failure for root cause and real user impact.
You receive a structured report with findings, severity scores, risks, and actionable recommendations — delivered in 48–72 hours.
Demo content — real audits include your actual system findings.
The Acme Support Bot demonstrates adequate handling of standard customer queries but exhibits significant vulnerabilities under adversarial inputs and multi-turn conversations. Three critical hallucination events were observed during refund policy scenarios. Guardrail coverage is insufficient for production use without remediation.
Refund and policy answers must be anchored to a verified knowledge base. Raw LLM generation for policy-sensitive queries poses a legal and UX risk in production.
Holteck is a specialized AI QA and evaluation lab. Not a generalist agency. Not an automated scanner. Human-led, methodology-driven, AI-assisted audits built for how AI systems actually fail.
Need a larger scope? Email us for custom pricing.
Describe your AI system and we'll reach out within 24 hours to confirm scope, timeline, and next steps. No commitment required.