You Can’t Jump Levels, But You Can Build Systematically
Advanced tools on immature foundations become expensive shelfware. You can accelerate maturity, but you can’t skip a level. Here is how to build in sequence.
Paul E. Kohn · October 4, 2025
The Most Expensive Mistake in Organizational Transformation
After breaking down the 5 levels of operational maturity, here’s the question I get most: “We’re at Level 2, but we need Level 4 capabilities now. Can’t we just fast-track it?”
The short answer: No.
The longer answer: You can accelerate, but you can’t skip.
As W. Edwards Deming observed: “A bad system will beat a good person every time.” And trying to implement advanced solutions on immature foundations? That’s not just a bad system—it’s an expensive one.
Why Jumping Levels Always Fails
I’ve watched organizations try to implement Level 4 solutions (AI-assisted decision-making, sophisticated analytics, predictive systems) on Level 1 foundations (unclear roles, firefighting culture, centralized control).
The result? Expensive tools that nobody uses. Data that creates confusion instead of clarity. Teams that feel more controlled, not more empowered.
As we’ve established:
- Level 1 needs basic structure and role clarity
- Level 2 builds standardized, repeatable processes
- Level 3 adds empowerment within clear boundaries
- Level 4 enables systematic, self-directed measurement
- Level 5 creates sustained, self-reinforcing evolution
Each level builds the capability foundation for the next. As recent research confirms: “Organizations must continuously evolve to sustain a competitive edge by developing new capabilities while also enhancing the existing ones.”
The Real Cost of Skipping Steps
Let me share what happens when you try to skip:
A plant manager came to me with an AI-assisted production scheduling system—sophisticated technology, significant investment. The AI generated perfect schedules that nobody followed.
Why?
- People were still fighting over basic responsibilities (Level 1)
- No clarity on who owned which decisions
- Zero psychological safety to raise concerns
- No measurement system to validate if improvements actually worked
Six months wasted. Expensive AI tool shelved.
But when we built systematically:
First, we clarified roles and created basic processes (Level 1→2). This took three months of hard, focussed work—flowcharting, defining responsibilities, establishing clear handoffs.
Then, we built team empowerment and collaboration (Level 2→3). Another six months of creating psychological safety, establishing guardrails, building trust.
Finally, we added measurement systems the teams owned (Level 3→4). Three months of helping teams define their own metrics and track their own performance.
Same AI tool, 1 year later: 25% productivity improvement.
Same technology. Different foundation. Completely different outcome.
Peter Drucker got it right: “There is nothing quite so useless as doing with great efficiency something that should not be done at all.”
Don’t efficiently implement Level 4 solutions on Level 1 problems.
The System of Capabilities That Must Mature Together
Here’s what most consultants miss: Organizations aren’t single-dimensional. You can’t just “fix the process” or “add AI” and call it transformation.
The four dimensions that must evolve together:
Systems: From reactive firefighting → standardized processes → integrated workflows → measured optimization → adaptive evolution
People: From waiting for permission → following procedures → empowered problem-solving → self-directed improvement → autonomous innovation
Leadership: From controlling decisions → enabling processes → coaching teams → data-informed strategy → visionary stewardship
AI: From absent/manual → basic automation → decision support → performance optimization → seamless integration
The breakthrough insight: You can have Level 4 Systems but Level 1 Leadership. You can have Level 3 People but Level 2 AI.
The dimension creating the biggest drag on performance? That’s where you start.
The Systematic Approach That Actually Works
After transforming dozens of organizations, here’s the pattern that drives success:
Step 1: Brutally Honest Assessment
Map where you really are across all four dimensions. Not where you want to be. Not where you think you should be. Where you actually are.
As Jim Collins wrote: “Good is the enemy of great.” But I’d add: Lying to yourself about where you are is the enemy of both.
Step 2: Find Your Constraint
Which dimension is creating the biggest drag? That’s your starting point.
Don’t try to fix everything. Drucker’s wisdom applies here: “The most important thing about doing kaizen is to do kaizen when times are good.” Start with one constraint. Build that capability completely.
Step 3: Build One Level at a Time
Focus on moving that dimension up one level. Build the capability completely before moving to the next.
Deming was clear about this: “Put everybody in the company to work to accomplish the transformation. The transformation is everybody’s job.”
But transformation isn’t chaos. It’s systematic capability building.
Step 4: Let Success Pull Other Dimensions Forward
As one dimension strengthens, it creates conditions for others to advance. This is the compound effect of systematic improvement.
Step 5: Iterate and Reassess
Maturity isn’t linear. You’ll advance, plateau, sometimes slip back. That’s normal. What matters is the trajectory.
The Roadmap By Starting Level
If you’re at Level 1:
- Focus: Create basic structure without suffocating initiative
- Quick win: Clarify roles and decision-making authority for one critical process
- Avoid: Trying to “empower” before people know their responsibilities
- Timeline: 6-12 months to solid Level 2 foundations
- Deming’s wisdom: “Eliminate fear. Allow people to perform at their best by ensuring that they’re not afraid to express ideas.”
If you’re at Level 2:
- Focus: Transform compliance into confidence through psychological safety
- Quick win: Create guardrails for one high-visibility process
- Avoid: Adding more procedures when you need more flexibility
- Timeline: 6-12 months to functional Level 3
- Key insight: “Remove barriers that rob people of their right to pride of workmanship.” (Deming)
If you’re at Level 3:
- Focus: Add systematic measurement that teams own
- Quick win: Help one team track their own performance metrics
- Avoid: Management dashboards that feel like surveillance
- Timeline: 6-12 months to early Level 4
- Remember: Measurement empowers when teams own it, controls when management imposes it
If you’re at Level 4:
- Focus: Let continuous improvement emerge naturally from measurement
- Quick win: Celebrate and study your team-driven innovations
- Avoid: Forcing “innovation programs” on top of systematic improvement
- Timeline: 12-24+ months toward Level 5 characteristics
- Collins’ warning: Organizations that achieve Level 4 with Level 5 characteristics in some areas are performing exceptionally well—don’t chase perfection
The Diagnostic That Reveals Your Next Move
Look at your last three major improvement initiatives. How many:
- Were fully implemented and sustained?
- Required constant leadership intervention to maintain?
- Failed because “people weren’t ready”?
- Got complicated by “resistance to change”?
If most fell into the last three categories, you’re trying to jump levels.
As George S. Patton said: “Never tell people how to do things. Tell them what to do and they will surprise you with their ingenuity.”
But people can only surprise you if they have the foundation to act.
The Pattern That Compounds Success
Organizations that transform successfully don’t try to fix everything at once. They:
- Get brutally honest about where they are
- Pick the highest-impact constraint
- Build that capability completely
- Let momentum compound
- Reassess and iterate
Drucker’s insight guides this: “One of Drucker’s most arresting points is that we are all incompetent at most things. The crucial question is not how to turn incompetence into excellence, but to ask, ‘What can a person do uncommonly well?’”
Apply this to your organization: What dimension can you build uncommonly well right now? Start there.
Your Next Step
Pick one dimension. Pick one level. Build it completely.
Don’t chase Level 5 perfection when Level 2 foundations aren’t solid.
Don’t implement Level 4 measurement when Level 3 psychological safety doesn’t exist.
Build systematically. Progress compounds.
As Vincent Van Gogh observed: “Great things are done by a series of small things brought together.”
Your transformation isn’t one big leap. It’s a series of systematic capability-building steps that, brought together, create sustained excellence.
What level are you really at? And more importantly, what’s the one capability you need to build before anything else will work?
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