Humanloop — Agent-enabled companies with human judgment

Humanloop by Uncommon: agents do the work, people make the decisions. Innovation and Operations on an organizational foundation of human judgment.

AI tools are not enough

The difference is how the company decides: written criteria, proprietary knowledge and people accountable for each decision.

The 10–20–70 model

10% technology, 20% data and memory, 70% people, process and judgment. Framework attributed to BCG, not a measured Humanloop outcome.

People first. Always.

The social system (people, culture and judgment) and technical system (agents, data and memory) meet where work is designed. Agents take the load; people gain attention, autonomy and meaningful work.

One person, different work

Agents search, consolidate, follow up, review and coordinate. People decide with evidence, create, care for customers and teams, direct agents, learn and teach.

Two branches, one foundation

Humanloop Innovation: product, value proposition, service and strategy. Humanloop Operations: redesigned workflows with people deciding. Shared engine: written criteria, Human Gates, orchestrator, verifier and living company memory. Humanloop Organization is the foundation: roles, ways of working, performance, leadership, capabilities and agent governance.

Scout → Sprint → Build → Run → Grow

Three coordinated tracks: innovation, operational evolution and organization. One engine, one memory, the same gates; one scenario or workflow per quarter.

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