Test Execution Hub
Run deterministic AI tests at scale
Quality Score
92.3
Compliance Score
88.7
Success Rate
97.1%
Reliance Score
94.2%
Enterprise‑Grade AI Quality Evaluation & Assurance
Built for AI/ML Engineers, Governance Teams, and Compliance Officers in Regulated Industries.
Measure accuracy, safety, and reliability with AiQT. We turn AI evaluation into a repeatable, audit‑ready workflow: deterministic test manifests, confidence thresholds with pass/fail gating, policy & PII‑leakage checks, drift monitoring, and rich reports across models, prompts, and scenarios.
🎯
Ground‑truth methods
Exact, fuzzy, numeric, embeddings
🔒
Confidence & policy
Threshold gating, safety, PII enforcement
⚙️
Scale & resilience
Manifests, concurrency, synthetic data, drift
📊
Audit‑ready reporting
Scores, failures, violations, traceability
Why Deterministic Evaluation Matters
- Ensures repeatability
- Enables auditability
- Supports regulatory compliance
- Eliminates random model behavior
- Guarantees consistent pass/fail gating
AiQT Platform Overview
Scenario Builder
Define scenario-based test cases
Data & Compliance Hub
Manage datasets and regulatory compliance
Admin Control Plane
Versioning, RBAC, policy management
Quality Dashboard
Track quality, compliance, and success metrics
AI Tools Stack
Evaluator helpers, payload tools, adapters
Evaluation Scores Example
Trust: Designed for GDPR, HIPAA, PCI-DSS, RBI, MAS — with built‑in audit logs, RBAC, versioning, and environment awareness.
What We Do
🛡️
Deterministic Evaluation & Guardrails
Ground‑truth methods (exact, fuzzy, numeric, embeddings), confidence thresholds with pass/fail gating, policy/PII enforcement, and leakage checks for LLMs, chatbots, and agents.
📦
Manifest‑Driven Batch Execution
Scriptless test suites with YAML/JSON manifests, scheduling, concurrency‑aware runners, synthetic data seeding, and drift monitoring across models and prompts.
🔌
AUT Connectors & Scenario Forge
Plug‑and‑play AUT connectors (health, test routes, payloads) plus Scenario Forge to generate domain‑specific cases and edge conditions aligned to your industry.
🤝
ServicesAI Quality Testing Services
Engage our global AI Engineers to design and execute evaluations, certify releases, and build reusable test assets — delivered with clear KPIs, SLAs, and audit‑ready reports.
Services
🧰
Quality Engineering Services
Enterprise QA delivered by seasoned engineers with automation, performance, security, and compliance expertise.
- Web/API/Mobile Automation
- Performance & Resiliency
- Security & Privacy
- Regulatory Compliance
🧠
AI‑Specific Services
Specialized evaluation for LLMs, chatbots, and agents using AiQT guardrails and deterministic methods.
- LLM Safety & Guardrails
- Bias & Fairness Evaluation
- Prompt & Data Validation
- Agent Orchestration & Workflows
🤝
AI Quality Testing Services
Engage our global AI Engineers to plan, execute, and certify AI releases using AiQT — with KPIs, SLAs, and audit‑ready reports.
- Rapid onboarding & discovery
- Reusable test assets & manifests
- Weekly scorecards & quality gates
- Flexible models: project or managed
Industries We Serve
Specialized AI quality engineering and automation testing across critical industries
🏦
Banking & Financial Services
Payments, cards, trading algorithms, compliance validation
🏥
Healthcare & Life Sciences
HL7/FHIR interoperability, HIPAA privacy, audit-ready validation
🛒
eCommerce & Retail
Journey automation, ERP/WMS integrations, peak-season performance
💻
SaaS & Tech Startups
CI automation, API contract testing, performance observability
📈
Securities & Capital Markets
Trading systems, data integrity, compliance reporting
🛡️
Insurance
Claims flows, risk models, policy administration with compliance
Case Studies
Real results from real clients
FinTech
Reduced Testing Cycle by 60% using AiQT
Major payment processor automated regression testing with our platform, cutting release cycles from 2 weeks to 3 days
Read Case Study →Healthcare
Modernized QA for a Healthcare SaaS
HIPAA-compliant test automation for patient portal with 99.9% uptime and full audit trail
Read Case Study →Insurance
Claims Automation Quality Program for an Insurer
End-to-end validation of claims workflows and risk models with privacy safeguards and audit evidence
Read Case Study →Why Choose AiQT?
🎯
Boutique Expertise
Not generic outsourcing - specialized QA engineers with deep AI/LLM knowledge
⚡
Hybrid Model: Services + SaaS
Flexibility to use our platform, our team, or both
🚀
Faster Automation Delivery
Pre-built frameworks and scriptless tools accelerate time-to-value
🤖
LLM/AI Testing Specialization
Purpose-built tools for chatbot, agent, and LLM validation
💰
Cost-Effective for SME & Mid-Market
Enterprise-grade quality without enterprise-grade costs
🔄
Proven Track Record
150+ successful projects across fintech, healthcare, and tech
Integrations
Seamlessly connect with your existing tools and platforms