reported regular AI use in at least one business function.
McKinsey · 2025For teams of 10 or more
See the human operating layer.
Map the instincts shaping machine-assisted work across a group, identify where coverage is abundant or thin, and give people a shared language without ranking them.
The value gap
Deployment is widespread. Scaled value is not.
Access, training, and workflow design matter. They do not fully explain why the same systems create very different value with different people and teams.
said their organizations had begun scaling AI programs.
McKinsey · 2025of AI initiatives had delivered the expected return on investment.
IBM CEO Study · 2025These sources establish an adoption and value problem. They do not independently validate Operator Instinct.
The operating thesis
Teams need coverage, not clones.
High-value machine operation depends on multiple human moves: holding the mission, supplying context, challenging fluent output, calibrating autonomy, searching alternatives, and grounding decisions in reality. No single person brings all six equally.
Make useful human differences legible.
See where a cohort is overconcentrated or thin.
Use protocols, tools, and complementary people to cover the gaps.
What teams receive
Private value for people. Aggregate value for the group.
Every participant
A complete private Operator Atlas.
Identity, phase signature, primary and supporting instincts, signature gift, overrun, borrowed move, machine-side interpretation, field guide, and setup card.
See the individual AtlasTeam leaders
A coverage view without an employee leaderboard.
Aggregate instinct and identity patterns, likely group overruns, thin or overrepresented moves, pairing observations, and an interpretation brief.
Read the privacy boundaryIllustrative cohort view
See what the team brings before prescribing more training.
A cohort view asks a different question from an employee scorecard: which necessary operator moves are present across the system, and which need a deliberate protocol or partner?
Illustrative only. Production cohort reports use aggregate participant data and state evidence limits explicitly.
The management question
What does this cohort reliably contribute, and what must the operating system add?That may be a checklist, model setting, review gate, partner, facilitator prompt, or team design decision. It is not a ranking of people.
Teams of 10+
One inquiry path, shaped to your group.
There are no public team tiers. Tell us the size of the group and what you need to understand; we will reply with scope, timing, and pricing.
Every participant receives the same full Operator Atlas included in the individual product.
See which human signals are abundant, thin, or likely to need deliberate support.
Translate the patterns into pairing observations and operating implications without ranking people.
Employer boundary
Individual reports stay private by default.
Their complete personal report and optional share card.
Aggregate cohort patterns, participation status, and an interpretation of coverage.
Raw answers, a named employee leaderboard, hidden selection recommendations, or a universal score of human value.
Explicit notice, defined purpose, appropriate consent, and a separate use decision.
Teams of 10 or more
Tell us about your group.
We will use this information to recommend a practical scope and respond with timing and pricing.