Industries
AI Testing & Evaluation by Industry
AI systems fail differently in every domain. We build evaluation, testing and data programs around the specifics of your industry.
Who we work with
From first pilot to enterprise scale
ZenXData supports AI teams across the maturity spectrum—from early-stage products defining their first evaluation plan to established organizations improving AI systems already in use.
Generative AI
Preference data, human evaluation, red teaming and benchmarks for foundation and fine-tuned models.
Voice AI
Multilingual speech collection, ASR/TTS evaluation and conversational testing across accents and environments.
Autonomous Vehicles
Perception data annotation, edge-case testing and human validation for safety-critical systems.
Robotics
Multimodal data, task-completion evaluation and real-world reliability testing.
SaaS
Ship AI features with confidence: evaluation, QA and continuous monitoring for embedded AI.
Search & Recommendations
Relevance judgments, ranking evaluation and human raters for search and recommendation quality.
Healthcare AI
Expert clinical review, safety testing and domain-specific evaluation for medical AI.
Fintech
Factuality, compliance-oriented evaluation and adversarial testing for financial AI.
Gaming
NPC and dialogue evaluation, player testing, community activations and AI QA.
Education
Tutor and assessment evaluation with subject-matter experts and multilingual raters.
E-commerce
Catalog data, search relevance, recommendation evaluation and shopping-assistant testing.
Customer Support AI
Conversation data, response quality grading and agent reliability testing for support bots.
Computer Vision
Image and video annotation, OCR and visual QA evaluation at scale.
Cybersecurity AI
Prompt injection, jailbreak and adversarial testing for security-sensitive systems.
Research & Development
Custom benchmarks, golden sets and expert evaluation for labs and universities.
Have an AI project?
Send us what you are building. We will scope the data, evaluation, benchmarking or testing program and come back with a proposal.