The Canonical Questions
Trusted Facts is applied through six executive questions.
These questions are designed to help leadership teams assess whether operational truth truly exists across the enterprise or whether decisions and analysis are based on inconsistent information and narrative rather than Trusted Facts.
They are not meant to assign blame. They are meant to surface clarity.
Trusted Facts are the aligned measures that establish operational truth and guide how the business is run.
Each question invites reflection on leadership discipline, governance, execution, and accountability. Together, they reveal whether the conditions required for operational truth are present or whether foundational work remains.
Question 1 of 6
Do we have the will to redefine how work is done, not just improve how it is reported?
Trusted Facts establishes the context for operational truth and builds the foundation for AI.
But operational truth changes workflow, decision making, accountability, and even organizational structure.
If leadership is not committed to truth and prepared to redesign how work gets done, the organization will not graduate from reporting and dashboards.
Trusted Facts requires executive commitment to transformation.
Question 2 of 6
Do we have accurate and aligned insight into the fundamental drivers of performance?
Are the measures that drive revenue, cost, margin, growth, and operational execution defined and trusted by all?
When a critical driver turns yellow, do we immediately understand why?
Have we defined the underlying measures that drive performance so we can quickly determine which forces are creating risk, opportunity, or inefficiency?
If the fundamentals are not clearly defined and aligned, it is hard to know how to respond to variances between actual and forecast. Results become something we explain after the fact rather than proactively manage.
Trusted Facts establishes the certified driver and aggregate KPIs that make Operational Truth both knowable and actionable.
Question 3 of 6
Does operational truth arrive early enough to allow action to influence outcomes?
Truth that arrives late explains results.
Early awareness of risks or opportunities allows proactive decisions and action to shape outcomes.
If clarity appears only after the outcome is already set, the enterprise is managing history, not performance.
Operational truth must exist in real time, not in hindsight.
Trusted Cadence ensures that decision makers are aware of variances early enough to take action and optimize business results.
Question 4 of 6
Is ownership and accountability clear across cross-functional planning and execution?
The enterprise is as an interconnected system of upstream and downstream dependencies. If one team excels while another struggles, the enterprise’s results suffer.
Performance at the individual, team, and enterprise levels must align around shared goals. When hand-offs break down between teams, the ripple effect disrupts the value chain. Departments must understand how their performance impacts performance upstream and downstream.
When operational truth becomes visible, teams see their own and their peers' performance in the context of the end-to-end operations. With shared Trusted Facts, rather than siloed perspectives, teams collaborate on problem-solving and improve outcomes through better coordination.
Trusted Governance ensures that operational truth drives coordinated execution across the enterprise.
Question 5 of 6
Do we have the culture, organizational design, and incentives required for truth and AI to take root and endure?
This question tests whether operational truth can outlast initial enthusiasm, leadership attention, or early wins.
In many organizations, progress fades when legacy patterns of power and influence still determine what is rewarded or politically safe. Truth loses authority when the old model continues to govern day-to-day reality.
Change creates fear. Establishing operational truth and empowering AI will challenge long-standing assumptions about work, responsibility, and authority. Leadership must communicate clearly and address legitimate concerns about what transformation means for leaders and their teams.
For Trusted Facts to endure, people must feel safe surfacing reality and challenging assumptions. Incentives and organizational design must reinforce truth-telling so that people recognize and feel the CEO's long-term commitment.
Without these conditions, truth remains fragile.
Question 6 of 6
Are analytics projects anchored to explicit business cases with defined financial or operational outcomes?
Too often, analytics and data strategy projects are shaped by stakeholder requirements that reflect symptoms rather than the underlying root causes of recurring issues. They request tools to help them put out the daily fires.
Addressing symptoms may alleviate departmental challenges, but it does not transform how the business operates. Results remain tactical because the recurring problems that disrupt operations are never addressed. In other words, the source of the daily fires remains hidden and unaddressed.
Without a defined business goal, the initiative lacks clarity. Without a charter tied to measurable outcomes, projects end up in an endless development cycle, never quite delivering on what’s needed.
If analytics investments are not anchored to measurable outcomes, they remain IT projects in search of an outcome.
The Trusted Facts Method puts relentless focus on operationalizing truth to accelerate decisions that improve business results.
Closing Question
Did these questions raised concern about the availability of truth in your organization? The next step is to understand the method for establishing Trusted Facts, or to reach out directly.