COMPASS: Enterprise-Specific Benchmark
Custom benchmark of your workflows and standards
12-week custom benchmark that evaluates models against your specific workflows, quality standards, and business requirements. Blind multi-rater judging, capability matrix, and ROI projections.
Benchmarks That Match Your Reality
Generic benchmarks don't tell you how models perform on your specific workflows. COMPASS creates a custom benchmark tailored to your organization's tasks, quality standards, and business requirements—giving you defensible evidence for model selection and ROI justification.
Make enterprise AI decisions with confidence. COMPASS provides custom benchmarks that prove model capabilities against your actual workflows and standards.
What COMPASS Delivers
12-Week Custom Benchmark
Tailored to your workflows with benchmark designed around your specific tasks, your quality standards and rubrics, your business requirements and constraints, and real scenarios from your operations.
Your Workflows and Standards
Evaluation against what matters with tasks derived from your actual workflows, quality standards matching your requirements, business context and constraints included, and regulatory and compliance considerations.
Blind Multi-Rater Judging
Objective, reliable evaluation with expert reviewers evaluating without model identification, multiple reviewers per task for consensus, your team's domain experts involved, and calibrated rubrics specific to your standards.
Capability Matrix
Comprehensive model analysis showing performance across your task categories, strength and weakness identification, use case recommendations, and risk assessment by capability area.
ROI Projections
Justify your investment with cost-benefit analysis by model, productivity improvement estimates, quality impact assessment, and risk-adjusted ROI calculations.
Quarterly Updates
Stay current with model evolution through updated evaluations as models improve, new model additions as they're released, refined benchmarks based on usage, and ongoing capability tracking.
How COMPASS Works
Phase 1: Discovery (Weeks 1-2)
Understand your needs through workflow analysis and mapping, quality standard documentation, task identification and prioritization, and success criteria definition.
Phase 2: Benchmark Development (Weeks 3-6)
Build your custom benchmark with task creation from your workflows, rubric development with your standards, reviewer selection and training, and pilot evaluation and refinement.
Phase 3: Model Evaluation (Weeks 7-10)
Evaluate models against your benchmark through multiple model evaluation, blind multi-rater judging, capability matrix development, and ROI analysis and projections.
Phase 4: Analysis & Reporting (Weeks 11-12)
Deliver actionable insights with capability matrix and analysis, ROI projections and business case, recommendations and roadmap, and executive presentation.
Build Your Custom Benchmark
Get defensible evidence for enterprise AI decisions. Schedule a consultation to discuss your COMPASS engagement.