TekWerk helps organizations validate AI models, modernize QA, and ensure cloud migrations are accurate, secure, and production-ready.
Independent validation for AI, cloud, and modern Quality Engineering. Built on 20+ years of experience across regulated, mission-critical environments.
Independent assessment of AI models for accuracy, hallucination, bias, and safety, including adversarial prompts and domain-specific testing.
Deliverables: AI Quality Scorecard, risk recommendations, and executive-ready reports.
Modern test automation frameworks, integrated CI/CD validation, quality metrics, and governance to move from manual QA to engineering-driven quality.
Outcomes: Faster releases, reduced QA spend, higher reliability and stability.
Validation for Azure, Synapse, Hadoop, and Airflow data pipelines, including data integrity, access controls, and production-readiness checks.
Focus: Independent verification before high-risk cutovers.
TekWerk combines hands-on engineering depth with executive-level transformation experience to help teams move fast without sacrificing reliability, compliance, or trust.
Examples of the kinds of outcomes TekWerk helps deliver.
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 was founded by Terry Werk, a technology leader focused on bringing rigor, clarity, and trust to modern software 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?”
Whether you’re validating an AI initiative, modernizing QA, or planning a critical cloud migration, TekWerk can help you move forward with confidence.
Email TekWerkEmail: terry@tekwerk.ai
Eden Prairie, MN • TekWerk LLC