Separates known facts, hypotheses, and unknowns when describing a problem.Evidence to inspect: States what observations support a view and what remains unverified.
Represents contributions, mistakes, and risks honestly and closes owned work.Evidence to inspect: Corrects the record promptly and does not conceal issues or overstate results.
Sets small learning goals for current knowledge gaps and checks whether learning improves the work.Evidence to inspect: Learning goals connect to visible improvement in later work.
Describes difficulties after setbacks, seeks timely support, resumes progress, and recognizes unsustainable workload.Evidence to inspect: Explains support sought, recovery actions, and the outcome of another attempt.
Owns a feature or component end to end, delivers reliably, follows operational feedback, and supports peers when relevant to the role.
Changes the plan when evidence invalidates an assumption instead of defending the original approach.Evidence to inspect: Shows how new evidence changed priority or implementation.
Builds trust by keeping commitments, surfacing bad news early, and aligning expectations.Evidence to inspect: Partners can plan around updates and face fewer surprises.
Uses task fit, risk, and validation cost to decide when AI may assist, expert review is needed, automation should stop, or AI should not be used.Applies when: Allows a context-based decision not to use AI.Evidence to inspect: Identifies data, access, accuracy, or impact-scope risks.
Clarifies goals, constraints, and missing facts before choosing how to investigate an ambiguous problem.Evidence to inspect: Clarifying questions change the problem framing or investigation, with explicit limits to inference.
Adjusts methods, pace, or support after setbacks and tests improvement rather than repeating effort.Evidence to inspect: Explains concrete changes after failure and the next attempt's results.
Clarifies ambiguous problems, weighs cross-component options, and drives project outcomes while making authority and decision boundaries explicit when proposing plans or pivots.
Makes testable judgments under incomplete information and states confidence, risk, and disconfirming evidence.Evidence to inspect: Decision includes explicit assumptions and signals for reconsideration.
Understands partners’ goals and constraints and remains direct, respectful, and trustworthy through conflict.Evidence to inspect: Disagreements are discussable and commitments executable without avoiding hard issues.
Reviews outcomes and personal judgment to create learning that changes later behavior.Evidence to inspect: A later project uses the changed mechanism and can explain its effect.
Asks questions that distinguish competing hypotheses and prioritizes evidence that could change the decision.Evidence to inspect: Explains which question ruled out which hypothesis and how the decision changed.
Recognizes systemic overload and capability limits under pressure, resets commitments, and supports team recovery.Evidence to inspect: Early risk reporting, scope changes, and recovery outcomes are traceable.
Creates sustained professional value in a critical domain or across teams, scaling impact through reusable practices and collaboration without assuming company-wide governance or formal succession duties.
Calibrates judgment on long-term uncertainty and knows when to invest, experiment, wait, or stop.Evidence to inspect: Across decisions, risk is calibrated and views update in time, not only explained after the fact.
Builds relationships across disciplines, locations, and interests where real disagreement is safe.Evidence to inspect: Partners share bad news early and engage in difficult trade-offs.
Updates judgments openly, incorporates outside evidence, and helps the organization revise its understanding.Evidence to inspect: Decision records preserve original assumptions and updates for later teams to reuse.
Uses external changes and cross-domain counterexamples to challenge established organizational assumptions.Evidence to inspect: Counterexamples lead to testable experiments or changes in direction.
Maintains evidence, risk boundaries, and truthful attribution under major delivery pressure and develops sustainable alternatives.Evidence to inspect: High-pressure decisions record boundaries, alternatives, and accountable owners.
Owns first-line management responsibilities for team outcomes, people development, collaboration, and operating mechanisms; understands the business and domain boundaries and uses professional judgment to review and delegate.
Makes people decisions from sustained, multi-source evidence while checking bias and uncertainty.Evidence to inspect: Can explain evidence, counterevidence, and follow-up observations.
Builds relationships where mistakes, risks, and disagreement can be discussed candidly while maintaining accountability.Evidence to inspect: Issues surface earlier and retrospectives use evidence.
Reviews whether management mechanisms produce intended outcomes and adjusts personal behavior.Evidence to inspect: Feedback and team signals lead to specific management changes and follow-up.
Uses explicit standards in promotion, performance, and resource decisions, manages conflicts of interest, and protects factual reporting.Evidence to inspect: Comparable cases use consistent criteria, with routes for appeal and correction.
Recognizes management blind spots and workload limits, seeks support, delegates, and restores judgment after setbacks.Evidence to inspect: Support and delegation reduce recurring firefighting, and decision quality recovers.
Within actual authority, leads managers to deliver across teams and is accountable for resource direction and organizational capability; strategy, budget, and reorganization authority depend on the role mandate.
Makes careful decisions under high uncertainty and competing interests, owning consequences and correction.Evidence to inspect: Decisions account for long-term risk, ethics, and counterevidence, not only short-term metrics.
Builds organizational trust and candor so information travels upward and bad news surfaces early.Evidence to inspect: Risks from different levels reach decisions and commitments remain transparent.
Turns reviews and external change into organizational capability renewal rather than one-off action items.Evidence to inspect: Practices evolve with evidence and learning transfers across teams.
Builds independent feedback and checks on major people and resource decisions to prevent concentrated information and interests.Evidence to inspect: Escalation, dissent, and correction mechanisms are demonstrably usable.
Maintains truthful information and decision quality through major failure or prolonged crisis and rebuilds organizational recovery capacity.Evidence to inspect: Crisis reviews explain recovery pacing, support arrangements, and mechanism changes.
