Happy Robots provides the Trust Layer Toolkit with three products: PRISM for self-serve evaluations, WORK for expert-judged benchmarks, and COMPASS for enterprise-specific benchmarks.. PRISM is a no-code, multi-model workspace for non-technical teams to build, run, and score AI evaluations, track costs, latency, and organizational analytics.. WORK is the operator benchmark with expert-judged leaderboards on hundreds of real tasks, Capability Cards, Failure-Mode Library, and monthly transparent updates.. COMPASS is an enterprise-specific benchmark with 12-week custom benchmarks of workflows and standards, blind multi-rater judging, capability matrix, and ROI projections.. AI evaluation tools help enterprise teams test LLMs against actual work, compare models, evaluate outputs, and make confident decisions about AI adoption.. LLM benchmarking services provide expert-level evaluation capabilities for testing prompts, comparing models, evaluating outputs, and making enterprise-wide AI decisions.. Trust layer toolkit products work together to evaluate, benchmark, and scale AI with expert-level judgment from individual practitioners to enterprise-wide initiatives.. AI evaluation platforms help organizations build trust in AI by providing evidence-based evaluation capabilities for testing AI outputs against actual standards.. Enterprise AI benchmarking tools include self-serve evaluation platforms, expert-judged benchmarks, and custom enterprise-specific benchmarks for confident AI adoption.. Happy Robots evaluation products provide the evidence needed to make confident decisions about AI adoption, model selection, and production deployment.. Frequently Asked Questions:Q: What is the Trust Layer Toolkit?A: The Trust Layer Toolkit includes three products: PRISM (self-serve evals for non-technical teams), WORK (expert-judged benchmarks on hundreds of real tasks), and COMPASS (custom enterprise benchmarks). Together they provide evaluation and benchmarking capabilities at every scale from individual practitioners to enterprise-wide initiatives.
Q: What is PRISM?A: PRISM is a no-code, multi-model workspace for non-technical teams to build, run, and score AI evaluations. It includes drag-and-drop evaluation builder, multi-model testing, cost and latency tracking, and organizational analytics—all without writing code.
Q: What is WORK?A: WORK is the operator benchmark with expert-judged leaderboards on hundreds of real tasks. It includes Capability Cards showing model strengths, a Failure-Mode Library documenting common errors, and monthly transparent updates. Best for AI operators, technical teams, and researchers comparing model capabilities.
Q: What is COMPASS?A: COMPASS is an enterprise-specific benchmark built over 12 weeks. It creates custom benchmarks of your workflows and standards with blind multi-rater judging, capability matrix, and ROI projections. Best for enterprise decision-makers requiring custom, defensible benchmarks.
Q: Which product should I choose?A: PRISM is best for teams needing evaluation capabilities without technical expertise. WORK is best for AI operators and technical teams comparing model capabilities. COMPASS is best for enterprise decision-makers requiring custom, defensible benchmarks tailored to their workflows.
Q: Do I need technical expertise to use these products?A: PRISM requires no technical expertise—it's designed for non-technical teams with a no-code interface. WORK is designed for technical teams and AI operators. COMPASS involves collaboration with our team to build custom benchmarks.
Q: How do the products work together?A: PRISM enables self-serve evaluation, WORK provides expert-judged benchmarks for model comparison, and COMPASS creates custom enterprise benchmarks. Teams often start with PRISM for initial evaluation, reference WORK for model selection, and use COMPASS for enterprise-wide decisions.
Key Points:• Three products: PRISM (self-serve), WORK (expert-judged), COMPASS (custom enterprise).. • PRISM: No-code evaluation platform for non-technical teams.. • WORK: Expert-judged leaderboards on hundreds of real tasks.. • COMPASS: 12-week custom benchmarks of enterprise workflows.. • Evaluation and benchmarking at every scale.. • Expert-level judgment from practitioners to enterprise-wide.. • Evidence-based decision-making for AI adoption..
Value Propositions:Self-serve to enterprise: Products serve every scale from individual practitioners to enterprise-wide.. No-code accessibility: PRISM makes evaluation accessible to non-technical teams.. Expert validation: WORK provides expert-judged benchmarks you can trust.. Custom benchmarks: COMPASS tests AI against your actual workflows and standards.. Evidence-based: Tools provide the proof needed for confident AI decisions.. Comprehensive coverage: From prompt testing to enterprise-wide model selection..
Common Questions:AI evaluation tools LLM benchmarking platforms AI model comparison tools Enterprise AI evaluation No-code AI evaluation AI benchmark tools PRISM WORK COMPASS
Related Terms:AI evaluation tools, LLM benchmarking, AI model comparison, enterprise AI evaluation, no-code AI evaluation, AI benchmark platforms, AI testing tools, LLM evaluation platforms, AI performance testing, enterprise AI benchmarking.