AI Quality Engineering Services
Ensure your AI systems are Reliable, Safe, and Production-Ready. We move beyond functional testing to validate behavior, safety, and regulatory compliance.
AI Quality & Risk Readiness Audit
A comprehensive assessment of your AI systems against safety, security, and performance benchmarks. We identify "silent" failure modes before deployment.
Who it's for
CTOs & Product Leaders preparing for a major AI launch.
The Problem
Uncertainty about whether the model is actually ready for production traffic and regulatory scrutiny.
What We Test (Scope)
- Data Leakage & Privacy Checks
- Adversarial Robustness Assessment
- Bias & Fairness Auditing
- Infrastructure Scalability Review
Key Deliverables
LLM & Generative AI Testing
Specialized testing for non-deterministic models. We validate prompt robustness, hallucination rates, and resistance to adversarial attacks.
Who it's for
Teams building RAG apps, agents, or copilots.
The Problem
Models hallucinating facts or being tricked into unsafe behaviors (jailbreaks).
What We Test (Scope)
- Prompt Injection & Jailbreak Testing
- Factuality & Grounding Verification (RAG)
- Tone & Brand Alignment
- Multilingual Performance
Key Deliverables
AI QA Automation Frameworks
Custom-built automated testing pipelines that integrate with your CI/CD. Catch regression and drift with every model update.
Who it's for
Engineering teams scaling their AI operations (MLOps).
The Problem
Manual testing is too slow and unrepeatable for frequent model updates.
What We Test (Scope)
- Regression Test Suite Implementation
- CI/CD Integration (GitHub Actions/Jenkins)
- Synthetic Data Generation for Eval
- Drift Detection Alerts
Key Deliverables
AI-QE Retainers
Ongoing quality engineering support. We act as your external AI risk department, ensuring continuous compliance and reliability.
Who it's for
Enterprises needing constant oversight without hiring a full in-house safety team.
The Problem
Keeping up with rapidly evolving models, attacks, and regulations (EU AI Act).
What We Test (Scope)
- Monthly Red-Teaming Exercises
- Quarterly Compliance Audits
- Incident Response for AI Failures
- Vendor Model Updates Evaluation
Key Deliverables
Regulated & Healthcare AI QA
Validation support for high-risk clinical and financial systems. We ensure "zero-fail" reliability readiness for critical decision engines.
Who it's for
HealthTech, FinTech, and GovTech organizations.
The Problem
Strict liability and high cost of failure in life-critical or financial applications.
What We Test (Scope)
- Clinical Safety Validation Support
- Algorithmic Explainability (XAI) Review
- HIPAA/GDPR Data Handling Checks
- Edge Case Stress Testing