AI Modalities We Test

Comprehensive testing across all types of AI models

AI Modalities We Specialize In

Comprehensive testing coverage for every type of AI system

LLMs, chatbots, NLP models, text generation systems, and language understanding models

Image recognition, generation, computer vision, object detection, and visual classification

Video analysis, generation, processing, motion detection, and video understanding systems

Speech recognition, synthesis, audio processing, voice assistants, and sound analysis

Code generation, review, debugging assistants, programming copilots, and software development AI

AI agents, RPA systems, workflow automation, decision-making systems, and autonomous agents

Each AI type has unique failure modes and requirements

Testing text AI requires different skills than testing image AI. Our team includes specialists in every modality.

Each AI type fails differently. We understand the specific risks and edge cases for every modality.

Different modalities require different evaluation metrics and benchmarks for accurate performance assessment.

Each AI modality has unique safety and compliance requirements that must be validated.