Prove Your AI Is Reliable. Win More Business.
Full Oversight helps teams measure and demonstrate AI performance and compliance via a suite of evaluations, giving customers confidence and a better experience.
Backed by research from Berkeley and Meta AI.
Stop Guessing Which Model Works Best.
AI teams spend hours testing prompts and tuning models manually. Full Oversight automates evaluation by comparing accuracy, cost, and latency across models in real time.
Cut AI evaluation time by up to 68%*
Lower cost per usable output by 40%
Reduce manual testing hours by 60%
What We Do
Evaluation Studio
Run side-by-side tests across models and prompts.
Usage & Cost Dashboard
Track token spend and cost per successful output.
Shareable Reports
Generate internal benchmarks and export results.
Coming Soon → Output Tracking and AI Risk Scoring
Proven Economic Impact.
Teams save up to $125K annually by reducing manual evaluation time and optimizing model spend, based on combined compute and labor savings.*
evaluation cost per output
Automated scoring + reduced test runs
manual testing hours
Less time creating and grading outputs
model output quality
Optimized prompts and model selection
Built for Scalable, Accountable AI.
Today, optimize your AI performance. Soon, manage and insure its reliability.
Evaluate (Now)
Model performance and cost analytics. Compare models, optimize prompts, and track usage in real-time.
Track (Coming Soon)
Workflow and approval system for AI outputs. Audit trails, human-in-the-loop reviews, and compliance logging.
Insure (Future)
AI reliability certification and financial coverage. Partner with insurers to provide risk-based AI insurance.
How It Works
Pick Your Models & Prompts
Select models to compare and prompts to test. Choose evaluation criteria: accuracy, cost, speed, or custom metrics.
Run Evaluations & Track Results
Get instant side-by-side comparisons. Monitor cost per output and view leaderboards to find your optimal configuration.
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