Start here · Free
Workflow Audit
Bring one task that keeps following you home. In 30 minutes we map where it actually breaks and whether AI belongs there. You leave with a real starting point either way.
Book the auditWelcome to MalcMitch.com · Houston, TX
AI is movingfaster than ever.
I’m here to make sure you’re not left behind.
That goes for your personal life as much as your professional one. Managers, operators, anyone with work worth lightening. The backing is Tesla operations: growing market share and curating memorable experiences across vehicles, solar, and scaling autonomous operations, with over 80,000 deliveries along the way.
Whatever your size, I build the system that fits it. That is the part of this work I love.
Tune the accent
- Free · 30 minutes
- No pitch
- You keep everything we build
01 · What I do
Four ways in.
All of them start with real work.
No transformation programs. No tool theater. We take the work as it is and make one honest piece of it better, then decide what deserves to happen next.
Fixed scope
AI Ops Tune-Up
One workflow, mapped end to end and rebuilt with AI where it earns its place. Delivered fast, documented plainly, and left running on your desk, not mine.
Scope it after an auditMonthly · limited roster
Ops Partner
Ongoing judgment, not a ticket queue. Your AI workflows stay sharp as the tools change and your work grows. A few clients at a time, on purpose.
Ask about itProject
Implementation
When a real build is justified: automations, reporting pipelines, and integrations that hold up under volume. Built to survive the day the plan stops matching reality.
Discuss a build02 · How we start
A first week that ends
with something running.
-
01
Name the task
Maybe it is the inbox that never clears, or the report you rebuild every Friday. Plain words are enough; we start where the work actually hurts.
-
02
Walk the audit
Thirty focused minutes. We find where the task breaks, what good would look like, and whether AI genuinely helps. If it does not, I will tell you.
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03
Ship the smallest version
We build the smallest thing that helps and run it on your actual work. When it saves an hour and still sounds like you, the tool finally makes sense.
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04
Make it yours
You see where it is strong, where it misses, and how to change it. There is a moment when someone stops asking what AI can do and starts seeing what they can do with it. By the end, the workflow runs without me. That is the whole point.
03 · From the blog
AI tips, real experiments,
and grounded news.
Come for practical advice you can use. Stay to see what I am testing on malcmitch.com, what changed, and what was worth ignoring.
AI Tip · Sep 14, 2026
Make AI Show Its Work Before You Trust the Result
A practical way to make AI outputs easier to review: ask for the evidence, assumptions, uncertainty, and checks behind the answer before you use it.
Read articleExperiment · Sep 11, 2026
Stop Measuring AI Workflows by Time Saved
A practical experiment for evaluating AI workflows by reliability, review cost, and decision quality instead of claiming every saved minute as a win.
Read articleGuide · Sep 10, 2026
Make AI Outputs Usable for the Next Person
A practical guide to designing AI workflow outputs so another person can understand, verify, and use them without repeating the whole process.
Read article04 · Work with me
Bring me the task
that follows you home.
Tell me what you are trying to improve and where it gets stuck. I reply with a practical next step, even if the answer is that AI does not belong there yet.