TekWerk independently evaluates AI applications for hallucinations, unsafe responses, reliability, and release risk—so leaders can deploy AI with evidence, not assumptions.
TekWerk turns difficult AI-risk questions into measurable, repeatable assurance evidence.
Independent evaluation that helps organizations understand risk, support release decisions, and maintain trust as AI systems change.
Independent testing of an existing AI assistant, chatbot, workflow, or application using realistic, edge-case, and adversarial scenarios.
Includes: Risk scorecard, failure examples, prioritized recommendations, and an executive-ready report.
Evidence-based validation before a new model, prompt, retrieval source, agent, or AI feature reaches production.
Includes: Regression testing, adversarial testing, release findings, and go/no-go recommendations.
Recurring evaluation designed to detect degradation as models, prompts, data, and workflows evolve.
Includes: Scheduled evaluations, trend reporting, risk alerts, and governance evidence.
TekWerk combines automated evaluation through Veritell with experienced human analysis.
Veritell helps run repeatable evaluations across large prompt sets while TekWerk interprets failures, identifies business risk, and recommends action.
A practical, repeatable approach for moving from uncertainty to evidence.
Independent assurance creates a clearer line between the team building AI and the leaders deciding whether it is ready.
Experience gained through enterprise leadership and consulting engagements.
Automated evidence collection across 500+ data pipelines, reducing manual validation effort by 60%.
Modernized QA across 100+ systems, driving 80% automation coverage and faster, more reliable releases.
Cut regression test cycles from 6 weeks to 2 through automation and performance engineering.
Designed LLM evaluation frameworks for hallucination testing, AI safety, and model scoring.
TekWerk is an independent AI assurance and quality engineering firm founded by Terry Werk, an enterprise technology leader with more than 20 years of experience validating complex, regulated, and mission-critical systems.
Terry has led QA, automation, and modernization initiatives across healthcare, financial services, MedTech, and public sector environments. His work spans enterprise QA transformation, AI model evaluation, cloud migration quality, and audit-ready automation frameworks.
Build trust in modern software—AI, cloud, or on-prem—through evidence, engineering excellence, and clear quality signals leadership can rely on.
TekWerk exists to help teams move quickly while still answering the hard questions: “Does this work? Can we prove it? And are we confident enough to put our name on it?”
Tell us what your AI does, who uses it, and where it is in the release lifecycle. TekWerk will recommend the right level of independent evaluation.
Request an AssessmentEmail: terry@tekwerk.ai
Eden Prairie, MN • TekWerk LLC