Test Feasibility Before Full-Scale Spend

Alignment happens faster when stakeholders see tangible outputs. Get internal buy-in with pilot programs trusted by some of the biggest leaders in tech.

• Bring rigorously tested, unbiased results to leadership
• Establish performance benchmarks and start to prove ROI
• Let your internal teams stay focused on what they do best

Get clear visibility into the operational requirements and costs of growth. We surface the full picture for your team, so you can move forward with fewer surprises.

• View requirements, workflows, guidelines, and cost structures
• Properly scope your program to avoid costly mistakes
• Pressure-test internal team readiness
• Leave with a plan that holds up at volume

Find the right approach without slowing down. By running multiple pilots simultaneously, we create comparative datasets at speed.

• Choose the right path faster without sacrificing rigor
• Increase efficiency by avoiding sequential testing
• Compress your decision timeline

Stress-test compliance in a controlled environment that contains exposure. We’ll partner with you to evaluate risk and develop solutions.

• Safely evaluate sensitive workflows, regulated data, and complex use cases
• Protect your organization from gaps in safety and compliance
• Cleanroom facilities, SOC II certified, and HIPAA compliant

• SxS Model Evaluation: Structured AI model comparisons across speech, text, and multimodal outputs with rubric design, IRA, gold set calibration, and adjudication. Delivered 300+ evaluations across 4 leading LLMs and 6+ rating dimensions.
• Audio Data Collection: In-the-wild voice and audio collection across target locales with solo and multi-speaker recordings, controlled and natural environments, demographic representation, and client-specific metadata.
• Personalization & Autorater: End-to-end pilots for personalization model evaluation and Autorater development for frontier model comparisons across multiple models.
• Multilingual Transcription: Native-speaker-validated transcription with speaker diarization, timestamps, non-speech elements, and client standards. Supports curated evaluation sets and high-volume production.