Consulting for Mission-Critical Problem-Solving, Decision Quality & Systems
Worldwide consulting for leaders and organizations navigating complex problems, operational risk, and rapid AI change.
For more than 25 years, David J. Patrishkoff has advised organizations worldwide across more than 60 industries. His consulting combines C-level engineering, quality, and manufacturing experience; Lean Six Sigma and operational excellence; high-reliability systems; cascading-risk decision support; strategic planning; and applied artificial intelligence.
Through E3—Extreme Enterprise Efficiency LLC and its AI-focused practice, E3 AI Systems, he helps senior leaders and their teams turn complex problems into evidence-based, testable, and accountable action.
Strategic Planning & Executive Advisory
David facilitates strategic planning sessions and provides confidential advisory support for senior leaders facing competing priorities, uncertain evidence, operational risk, and consequential choices.
Sessions connect organizational purpose with practical alternatives, decision criteria, authority, implementation limits, measures, and learning paths—helping leaders move from strategic discussion to accountable execution.
Mission-Critical Problem-Solving & Operational Excellence
David helps organizations frame the real problem, identify causes, evaluate evidence, test alternatives, improve processes, and strengthen performance.
Engagements may draw on Lean Six Sigma, statistical problem-solving, predictive analytics, high-reliability principles, cascading-risk analysis, and practical change leadership.
Human-Governed AI & Decision Quality Stress Testing
E3 AI Systems helps organizations design and stress-test AI applications, agent workflows, and decision-intelligence systems before recommendations move into consequential action.
Work may include:
Technical capability can make AI faster and more autonomous. The consulting question is whether its recommendations have earned the right to influence action.
Applied Problem-Solving Mentorship & Train-the-Trainer
David mentors professionals, faculty, and future trainers through real or realistic problem-solving cases. Participants observe how mission-critical problems are framed, evidence is examined, alternatives are developed, action is bounded, and lessons are learned from consequences.
The goal is not simply to receive a solution. It is to understand the reasoning process well enough to apply and teach it within one’s own organization.
Experience That Makes a Difference
David has:
Each engagement is scoped to the decision, system, people, evidence, authority, and consequences involved.
Faster Analysis. Better-Governed Action.
Past clients sometimes ask whether AI now allows David to solve problems faster. In many cases, yes. AI can accelerate evidence retrieval, analysis, scenario generation, prototyping, and coordination.
But speed does not replace problem qualification, judgment, authority, or learning from outcomes. The goal is not merely to produce a faster answer. It is to move a qualified problem toward a better, safer, and more accountable decision.
Discuss a Consulting Engagement
Contact David to discuss strategic planning, mission-critical problem-solving, human-governed AI, executive advisory support, or train-the-trainer mentoring.
Through E3—Extreme Enterprise Efficiency LLC and its AI-focused practice, E3 AI Systems, he helps senior leaders and their teams turn complex problems into evidence-based, testable, and accountable action.
Strategic Planning & Executive Advisory
David facilitates strategic planning sessions and provides confidential advisory support for senior leaders facing competing priorities, uncertain evidence, operational risk, and consequential choices.
Sessions connect organizational purpose with practical alternatives, decision criteria, authority, implementation limits, measures, and learning paths—helping leaders move from strategic discussion to accountable execution.
Mission-Critical Problem-Solving & Operational Excellence
David helps organizations frame the real problem, identify causes, evaluate evidence, test alternatives, improve processes, and strengthen performance.
Engagements may draw on Lean Six Sigma, statistical problem-solving, predictive analytics, high-reliability principles, cascading-risk analysis, and practical change leadership.
Human-Governed AI & Decision Quality Stress Testing
E3 AI Systems helps organizations design and stress-test AI applications, agent workflows, and decision-intelligence systems before recommendations move into consequential action.
Work may include:
- qualifying the problem and preserving evidence and context;
- challenging assumptions, causes, and premature agreement;
- testing genuinely different alternatives;
- assessing Recommendation Readiness;
- defining bounded human authorization;
- establishing monitoring and intervention triggers;
- creating stop, recovery, and authorization-revision paths; and
- learning from outcomes after action enters reality.
Technical capability can make AI faster and more autonomous. The consulting question is whether its recommendations have earned the right to influence action.
Applied Problem-Solving Mentorship & Train-the-Trainer
David mentors professionals, faculty, and future trainers through real or realistic problem-solving cases. Participants observe how mission-critical problems are framed, evidence is examined, alternatives are developed, action is bounded, and lessons are learned from consequences.
The goal is not simply to receive a solution. It is to understand the reasoning process well enough to apply and teach it within one’s own organization.
Experience That Makes a Difference
David has:
- advised leaders and improved systems across more than 60 industries;
- held C-level engineering, quality, and manufacturing roles;
- trained or mentored more than 3,000 Lean Six Sigma professionals;
- facilitated high-reliability organization training for more than 23,000 healthcare employees;
- designed and facilitated cascading-risk war games;
- provided defense decision-support consulting for Pentagon organizations; and
- built more than 200 AI applications and prototypes.
Each engagement is scoped to the decision, system, people, evidence, authority, and consequences involved.
Faster Analysis. Better-Governed Action.
Past clients sometimes ask whether AI now allows David to solve problems faster. In many cases, yes. AI can accelerate evidence retrieval, analysis, scenario generation, prototyping, and coordination.
But speed does not replace problem qualification, judgment, authority, or learning from outcomes. The goal is not merely to produce a faster answer. It is to move a qualified problem toward a better, safer, and more accountable decision.
Discuss a Consulting Engagement
Contact David to discuss strategic planning, mission-critical problem-solving, human-governed AI, executive advisory support, or train-the-trainer mentoring.