DELIBERATEAPPROACH
Notes from the shop floor

Work better.
Lead stronger.

Practical writing on operations, continuous improvement, and leadership for small and mid-sized businesses. Written by Taylor Ehlmann, an operations leader who has run operations for a $2.75M manufacturer and served as Fractional COO for a $30M company.

Go see the workFix the process, not the person100% visibility
Articles

Lessons worth writing down

Short, practical pieces you can take back to your own team on Monday.

Lean & inventory4 min read

The red tape rule: a safety stock system nobody has to remember

How a strip of tape on a shelf cut emergency orders and stockouts by 40%.

Every small manufacturer I've worked with has the same inventory story. Someone reaches for a part, it isn't there, and suddenly we're paying for overnight shipping and pushing a job back. The fix usually proposed is a spreadsheet with reorder points. The problem is that nobody on the floor is looking at a spreadsheet when they grab a part.

So we made the reorder point physical. For each item, we set a safety stock level and taped it off with red tape. Above the tape, use what you need. Break the tape, and it's an emergency: that item gets reordered now.

Simple, visual, and nobody has to remember a number.

The tape was only half of it. The other half was training. Everyone who touches inventory was trained to own the restock, not just the purchasing person. If you break the tape, you flag it. Ninety days after we put the system in place, emergency orders and stockouts were down 40%.

The lesson isn't really about tape. The best systems put the information where the work happens, and they make the right action the easy one.

Leadership3 min read

Make changes with your team, not to your team

Why I learn the work on the floor before I touch a process.

Lean has a word for it: Gemba, the place where the work actually happens. Before I recommend a single change, I go there. I watch the work, ask questions, and let the people who do the job every day show me where it hurts.

That matters for two reasons. First, processes don't exist on paper. They exist in practice. The written procedure and what really happens are rarely the same, and you can't fix what you haven't seen.

I never want to implement a process that makes anybody's life harder.

Second, people support what they help build. When the team designs the new process with you, they own it. When it's handed to them from an office, they work around it. The second version always loses, no matter how good it looked on the whiteboard.

Root cause analysis3 min read

Every mistake is a process or training problem

Stop asking who messed up. Start asking what let it happen.

When something goes wrong, the instinct is to find the person responsible. In my experience, that almost never fixes anything. The same mistake comes back with a different name attached to it.

I treat every mistake as one of two things: a process gap or a training gap. Either the process allowed the error, or the person was never properly shown how to avoid it. Both are fixable, and neither requires blame.

Once you know the root cause, error-proof it. Lean calls this poka-yoke: design the step so the mistake is hard or impossible to make. A part that only fits one way. A checklist built into the form. A visual cue right where the decision happens.

Fix the process, not the person, and the mistake stays fixed.

Do this consistently and something bigger happens. People stop hiding problems, because reporting one leads to a fix instead of a reprimand. That's the beginning of a real continuous improvement culture.

Operations3 min read

Tribal knowledge is a business risk

What happens when the one person who knows how everything works steps away.

Most small businesses run on what's in a few people's heads. It works fine until one of those people is out sick, retires, or leaves. Then everyone discovers how much was never written down.

I've been on the receiving end of that. At one company, the administrator who held all the knowledge of how the business and its finances ran was stepping back. My job was to capture it before it walked out the door. We wrote what the team called "the bible": how the business actually runs, step by step, and built processes where none had existed.

If it only lives in one person's head, it isn't a process. It's a risk.

You don't need a binder that nobody opens. Start with the tasks that would hurt most if they stopped. Write them click by click, test them with someone who has never done the job, and treat every conversation with staff as a training moment.

Topics

What I write about

Continuous improvement

Building a culture where getting better is part of the job.

Lean operations

Kanban, standard work, visual management, and error-proofing.

Root cause analysis

Finding the real cause and making sure it stays fixed.

ISO 9001 & quality

Quality systems and document control people actually use.

Leadership development

Coaching, training, and leading people through change.

Project management culture

Owners, due dates, and full team visibility.

AI in small business

Practical first steps for automating the most painful work.

Scaling a small business

What breaks as you grow, and how to build ahead of it.

Track record

Lessons with numbers behind them

From building a 15-person precision manufacturer's operations from the ground up.

Billable labor utilization
65→85%

Raised in 90 days with KPI tracking and workflow redesign.

Emergency orders & stockouts
−40%

Measured 90 days after a Kanban and safety-stock system went live.

Revenue supported
$2.75M

Operations, finance, HR, ERP selection, and purchasing built from scratch to support the growth.

About

Taylor Ehlmann

I'm an operations leader who has served as Operations Manager for a $2.75M manufacturer and as Fractional COO and Fractional Continuous Improvement Director for a $30M company.

I've lived every small-business scaling problem from the inside. I've been the operations lead, the finance department, HR, purchasing, and the person who wrote the SOPs, all at once. Before manufacturing, I spent years in aviation and air medical communications, where the plan has to work when the system goes down.

I started Deliberate Approach as a place to share what I've learned: what works, what doesn't, and what I wish someone had told me sooner.

Processes don't exist on paper. They exist in practice.

  • Fractional COO$30M company
  • Fractional CI Director$30M company
  • Operations Manager$2.75M manufacturer
  • ISO 9001:2026 Lead AuditorExemplar Global
  • Lean & Six SigmaKanban, 5S, RCA
  • PMPExam Dec 2026
  • B.S. Manufacturing & Supply Chain OpsIn progress, WGU
  • BackgroundManufacturing, aviation, healthcare
Connect

Have a question or a story to share?

I'm always glad to compare notes on operations, continuous improvement, and leadership.