The Method
A Leadership Discipline for Establishing Operational Truth.
Most enterprises know what happened. Few can explain why plans were missed or where execution is breaking down. When the root causes of recurring problems are unknown, it signals that work is needed to develop the Trusted Facts that enable Operational Truth to be known and managed. Operational Truth exists when the enterprise has a shared, certified understanding of the performance drivers that determine revenue, operating income, and cash flow.
Organizations often try to move too fast with Business Intelligence, producing too many reports that offer little insight into what’s really happening. Trusted Facts is the discipline of getting the fundamentals right. Mastery demands strong fundamentals; this is true in sports, science, and the arts.
At the highest levels of performance, fundamentals do not disappear. They become the focus. When the fundamental drivers of EBITDA performance are known, better decisions are made through simple awareness of Operational Truth.
Only then can AI be leveraged to accelerate insight and action.
The Trusted Facts Operating Model
Trusted Facts is a leadership operating model that establishes the culture and process for establishing, maintaining, and operating the business on certified Trusted Facts, which provide the foundation for Operational Truth to emerge. A Trusted Fact is an accurate, clearly defined measure of performance that is understood and trusted across the enterprise for decision making. The Trusted Fact Method aligns your numbers, people, and decision-making with your strategic goals and priorities. As the fundamental Trusted Facts of business performance are created, an accurate view of Operational Truth comes into focus.
Trusted Facts are foundational. Everything else, including AI, is built on them.
Executive Ownership Is Essential
Operational truth is uncomfortable. It challenges current narratives and exposes performance gaps that are easier to excuse than to fix. The hardest thing to do is ask yourself what truths you are avoiding. As the CEO, you have to start here. The willingness to take ownership of what Operation Truth will reveal. It’s how we grow as people, as leaders, and as an organization.
Establishing Trusted Facts requires that people feel comfortable and safe raising problems that they would never bring up in the current culture and power structure, fearing backlash.
The CEO must communicate a complete commitment to transparency as the standard for the organization going forward. This starts with the Trusted Facts project team but eventually becomes a company mission. Within the Trusted Facts project team, it is critical that the CEO and CFO consistently reinforce that raising performance gaps is a responsibility. Leaders and management must be coached on expectations for supporting open dialogue in advance of the project kick-off.
Without CEO communication of these expectations, the right priorities for Trusted Facts development are hidden.
Trusted Facts are created and sustained through the CEO’s commitment to truth-telling throughout the enterprise.
Trusted Governance
Trusted Governance is who is alerted and expected to act on Operation Truth when a risk or opportunity is first identified, and what the escalation path is. This is for humans but will eventually serve as the guardrails for AI agents, digital colleagues.
While governance must exist within departments, the greater challenge is defining the model for decisions that require cross-functional input on coordination. Certified Trusted Facts removes the debate over the root cause of problems, but the prompting of action should be automated to bring the right people together to discuss events and make a decision to optimize business performance.
It is not enough for one department to run its lap of the relay race fast if critical hand-offs between departments are dropped. Enterprise outcomes depend on coordinated planning and execution across functions.
When governance is clear:
Ownership is explicit
Decision rights are understood
Shared goals replace siloed agendas
The enterprise is an interconnected system of upstream and downstream dependencies. Performance at the individual, team, and enterprise levels must align.
Accountability becomes a social responsibility to peers across the organization.
Trusted Cross-functional Management Cadence
Trusted Cadence is a structured rhythm for leadership where performance, based on Trusted Facts, is reviewed and acted upon consistently. It is not a status meeting. It is a working session through which certified measures drive decisions. This is cross-functional teams coordinating on enterprise outcomes; S&OP and FP&A.
Without action, Trusted Facts and Operational Truth only have potential value. When teams come together consistently, they learn to collaborate and coordinate on Trusted Facts, and improve teamwork and decision-making by breaking down functional silos.
Without Trusted Facts, teams mostly stay in their own lanes, collaborating only in crisis. If your teams complain of endless meetings to put out the fires that save the day, that is a signal that facts are not known or trusted, and recurring issues consume most of your leaders' capacity for collaboration. Trusted Cadence ensures that problems and opportunities are identified early, the root cause is defined and addressed, and business outcomes are proactively managed.
Truth must be reviewed, discussed, and acted upon with consistent discipline.
Trusted Workflow
Trusted Workflow embeds operational truth into end-to-end workflows through system-driven cross-functional hand-offs. High-value processes cannot depend on email, messages, or informal coordination to trigger the next step.
Trusted Workflow ensures that:
Critical cross-functional workflow is system-driven
Execution is monitored and actively managed
Performance thresholds govern when automation acts and when human judgment intervenes.
Performance does not rely on individual heroics
Without a well-defined and properly integrated workflow, the full business impact of Trusted Facts and Operational Truth cannot be realized because hand-offs between teams are subject to manual processes and errors.
The Trusted Facts Flywheel
The Trusted Facts Method is written for organizations to take ownership of the modernization. While early phases can be challenging as new norms are communicated and learning how to create Trusted Facts and act upon them, each turn of the Trusted Facts Flywheel creates understanding, delivers results, generates excitement, and builds momentum.
Measures needed to run the business are defined, built, and certified.
Business and IT enjoy an unprecedented partnership.
Cross-functional teams start collaborating and coordinating to improve outcomes.
A passion and culture of fact-based problem-solving grows.
As teams repeatedly solve problems using Trusted Facts, decision quality improves and organizational learning accelerates. With each rotation, clarity and confidence increase, and the flywheel turns faster.
The enterprise becomes progressively more informed, aligned, and responsive.
A Culture of Transparency Drives Transformation
The Trusted Facts Operating Model demands an environment where honest conversations about real problems are safe and expected. Operational truth depends on the organization’s willingness to surface reality as it is. Performance gaps must be visible before they can be solved.
Operational truth depends on:
Transparency around performance gaps
Willingness to challenge assumptions and inherited narratives
Incentives that reward problem-solving rather than protecting the status quo.
When individuals are confident that raising an issue is welcomed and supported, they engage differently. If uncomfortable realities cannot be surfaced, the truth is suppressed, and decisions are made on a skewed understanding of reality.
A culture of transparency is an imperative for the executive team.
AI Within the Trusted Facts Operating Model
There is a rush toward AI driven by the belief that it will fix performance problems. It will not. Organizations that succeed with AI have mastered the fundamentals that drive business performance.
AI requires three foundational capabilities:
Trusted Business Facts
Certified definitions of the drivers of revenue, margin, cost, and cash flow that are consistently measured across the enterprise.System Driven Workflow
Operational processes that move work across teams through integrated systems rather than emails, spreadsheets, or manual coordination.Exceptional Governance
Clear ownership of definitions, performance thresholds, and decision authority.
When these fundamentals are in place, AI can alert teams to crossed performance thresholds and provide decision support. When they do not, AI initiatives will ask for more time and budget without measurable ROI.
AI readiness begins with mastering the fundamentals. AI must be grounded in operational truth and highly governed to be trusted.
What The Trusted Facts Method Creates
When Trusted Facts, governance, cadence, and workflow operate together, the enterprise moves from reactive management to deliberate enterprise performance management. Planning improves execution, and better execution improves planning.
Cross-functional planning becomes coordinated.
Daily execution becomes more predictable due to better planning.
With increased awareness and understanding of the drivers of daily execution, S&OP fine-tunes performance.
Organizations move from managing outcomes to engineering them. Start small. Focus on developing Trusted Facts for fundamental performance drivers that reveal actionable insights.
The objective is to establish operational truth where it matters most and build deliberately from there.
Closing Guidance
Without leadership alignment on operational truth, AI has no foundation.