
AI Operations Designer | Translating Organizational Goals into Working Systems
The tools have changed. The problem hasn’t. Leadership has a vision, teams have a reality, and someone needs to bridge them. I translate organizational goals into useful systems and can help design the whole thing:
My core skillset is in understanding organizational needs and building systems that make teams more effective. Over the past decade I’ve:
I work best with organizations that are ready to move, if that’s you, let’s find the lever.
I’ve spent over a decade at the intersection of people, process, and technology — long before AI was the main conversation.
“We came in overwhelmed and uncertain. By the end, we had a clear plan, knew who was responsible for what, and felt much more connected as a team.” — Andy Saldana, COO & Founder, QueerTech, Canada Strategic retreat facilitation; eliminated 30% of non-critical planned work
“Working with Mitch, we doubled our monthly output. The approach wasn’t about replacing our team with tools. It was about making our people more effective with the right tools in the right places.” — Karim Baba, Owner, Babalegal Notaries, Process redesign; 20 → 40 files per month in under six months
I’ve spent over a decade at the intersection of people, process, and technology — long before AI was the main conversation.
“We came in overwhelmed and uncertain. By the end, we had a clear plan, knew who was responsible for what, and felt much more connected as a team.” — Andy Saldana, COO & Founder, QueerTech, Canada Strategic retreat facilitation; eliminated 30% of non-critical planned work
“Working with Mitch, we doubled our monthly output. The approach wasn’t about replacing our team with tools. It was about making our people more effective with the right tools in the right places.” — Karim Baba, Owner, Babalegal Notaries, Process redesign; 20 → 40 files per month in under six months

There's a task your team does over and over that a machine could do instead. This is the engagement where we scope it, build it, and hand it off — so your team stops wasting hours on work that shouldn't require a human....
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You know AI should be part of your business. You're just not sure where to start — or if you're thinking about it right. This 4-hour working session cuts through the noise and gets you a clear, honest picture of where AI fi...
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Your team is already using AI in a dozen different ways. This sprint brings it all together — auditing your tools, setting the policy, identifying the real use cases, and getting your team actually trained on what matters. ...
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Michael B –
Mitch scopes and designs custom integrations and automations for my clients across varying industries. He's competent, proactive, communicative, and when I send him jobs, I can confidently focus on the rest of my work knowing that they will be tracked and executed without my following up, and know that if I need to be brought into the loop I will be.