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We map where your hours actually go, rank the bottlenecks worth fixing, and define the success metric before anything ships.
The Agentic 100 · Benchmark v1
A public benchmark for agentic work that moves revenue, margin, customers, and execution. Each pattern is selected against one operating contract: value with evidence, bounded by reliability, adoption, and human control.

From work to a working system.
Bottleneck → outcomeMap the GTM and BizOps workflows costing you 5-10 hours a week.
Book Expert AI Audit · $999Benchmark workflow patterns
Business workflows lead the benchmark: revenue, finance, operations, customer success, people, product, data, risk, and executive decisions. Personal patterns remain available as entry points, but operating leverage is the center of gravity.
0 of 27 workflows
Nothing matches that yet.
The library holds 27 workflow patterns today. If yours is not one of them, the live guide can work through your week and tell us what is missing.
Talk to the guideFrom pattern to production
We map where your hours actually go, rank the bottlenecks worth fixing, and define the success metric before anything ships.
The workflow goes live inside the tools you already use, with your context, rules, and human checkpoints.
We measure what it returns. Weak workflows get cut; strong ones expand.
WORKFLOW_RECORD
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The benchmark reward is weighted operating value × evidence confidence − unmitigated risk. Publication quality remains a separate gate, so polished writing cannot outrank a workflow that is safer, more repeatable, and more valuable in production.