Turn one expensive workflow into a measurable AI system in six weeks.
I help business owners replace slow, fragile work with an AI workflow their team can run, measure, and improve.
The measurable path / 01
Find your stage. See your next move.
Choose the statement that matches how work gets done. Tap a stage to see what must change next.
Stage 01
Individuals use AI
People use ChatGPT or Claude on their own. The business cannot see the value, quality, or risk.
- What work looks like
- People draft, research, summarize, and solve problems with tools they choose.
- What blocks growth
- Each person uses a different method. Results vary, knowledge stays private, and leaders cannot measure the work.
- Next move
- Choose one repeated workflow. Record its time, cost, quality, and owner.
AI Workflow Pilot
4 to 6 weeks · One workflow · One internal owner
We choose one workflow with clear pain and a measurable outcome. I set the baseline, build the AI system, add controls, train your owner, and measure the result.
Bring me a workflow- 01
Baseline
Define the workflow, choose the metric, and capture a clear before picture.
- 02
Working system
Build the AI workflow with your tools, data, and operating constraints.
- 03
Controls
Add human review, failure paths, access rules, and quality standards.
- 04
Trained owner
Train one owner to run the workflow, inspect results, and improve the system.
- 05
Measured result
Compare the result against the baseline and choose the next investment.
Built and operated AI data workflows across industries.
Read the operating history ↗209% YoY growth11+ coaches trainedTurned expert work into products, training, and operating systems.
Read the operating history ↗3 city pilots → 2 countriesComputer vision operationsScaled data ingestion and mapping from field pilot to production.
Read the operating history ↗Four steps. One measured result.
Your team sees the work, owns the decisions, and keeps the system when the pilot ends.
- 01
Discover and scope
Study the workflow, validate the pain, choose the owner, and set the success metric.
Week 1 - 02
Build and integrate
Build the AI system inside your stack and connect it to the work.
Weeks 2 to 3 - 03
Control and train
Add controls, set operating rules, and train the workflow owner.
Week 4 - 04
Measure and decide
Compare the result against the baseline, report the outcome, and choose what comes next.
Weeks 5 to 6
Straight answers.
01We tried AI and it did not stick.
A pilot fails when no one owns the workflow, no baseline exists, or no review step catches errors. I build all three into the pilot.
02Do we need clean data?
No. I work with the data and tools you have. We choose a workflow your data can support.
03Do we need engineers?
No for many first workflows. I use tools your team can own. If the work needs code, I define the build and work with your developer.
04Will this replace our team?
No. The system removes busywork. Your team owns decisions, exceptions, and customer judgment.
05How much time will our team spend?
One owner gives two to three hours per week. Team members join working sessions when their process knowledge matters.
Turn one workflow into a measurable AI system.
Bring the workflow, its owner, and the result you want. I will tell you if a six-week pilot fits.