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You started this business to run it. Lately, it's been running you.

But here you are. Copying data between systems. Chasing the same follow-up emails. Manually building invoices one at a time. Doing the work that was supposed to be your team's job, or no one's job at all.

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I've been translating for 25 years.AI is just the latest medium.

I'm Mandy Shaffer, founder of mosAIc operations. Throughout my career, I've been doing the same job: translating what's complex or disconnected so it works for the person on the other side. A third grade classroom. A textbook editing desk. Then 14 years inside a large corporation across product strategy, sales, training, management, and strategic initiatives.

Then I watched the same corporation make the classic AI mistake. They bought an expensive LLM, encouraged everyone to use it for everything, and offered no training on how to use it well. A tool that cost a significant amount of money sat largely untapped, reduced to one-line questions that barely scratched the surface of what it could do. The strategic work that was supposed to change how the business operated never materialized.

That's when I left to build mosAIc operations.

The same work, multiple mediums.

Different industries. Different titles. Same underlying skill.

I've taught everyone from elementary school students to university administrators. The audience changes, the medium changes, but the core work is identical: I sit between a complicated system and the human trying to use it, and I make the system work for the human.

Sometimes the system was a math curriculum. Sometimes it was college classroom software. Sometimes it was a sales pipeline worth millions. Now it's the entire stack of tools running your business.

The tool is interchangeable. The translator is not.

Where the experience comes from.

Master's Degree in Education

The Ohio State University

AI Automation Certification

The University of Texas at Austin

Google Prompting Essentials

Coursera
Coursework

AI Advantage Bootcamp

Professional Development Hours

How that experience shows up in practice.

Most recently, fourteen years at one of the top educational publishing and digital learning companies in higher education, across product strategy, regional sales, national training, management, and strategic initiatives.

BUILT

Built 14 institutional SaaS pilots end-to-end, from alpha prototype through onboarding, training, deployment, and performance analytics.

ESTABLISHED

Established and led a national advisory board of educators and administrators to ground every product decision in real user feedback.

DELIVERED

Delivered $3 million in sales as Salesperson of the Year, reaching 132.8% of goal.

TRAINED

Trained sales teams, customers, and senior university administrators across the United States.

I've been told I'm easy to talk to my whole career. In waiting rooms, on planes, at conferences. Strangers tell me things they probably wouldn't tell someone they'd known for years.

I always thought it was just something I was born with. Now I understand it's the most important part of this work.

When someone trusts you enough to hand over the real complex or broken thing, not the tidy version they prepared for the meeting, that's when you can actually fix it. Most consultants get the tidy version.
I get the real one...and that's where the problem actually lives.

That's not a technique. It's 25 years of caring more about the person than the process.