For Organizations

Case Study

How Dual Enroll Went from AI Skeptics to Saving 3-4 Hours a Week Per Person

Ed-tech organization · 4-week productivity sprint · Multi-team engagement

3-4 hrs
saved per person, per week
100%
increase in AI confidence
5
team members activated
4 weeks
from kickoff to results

The Challenge

AI Curiosity Without a Clear Path Forward

Dual Enroll is an ed-tech organization with teams spanning customer success, operations, and leadership. They knew AI could improve how they worked, but the team ranged from daily AI users to outright skeptics who had never touched the tools.

Without hands-on guidance, adoption had stalled at the surface level. People were experimenting in isolation, unsure how to connect AI tools to their actual workflows. Leadership wanted real productivity gains, not another training program that people would forget in a week.

The Approach

A 4-Week Embedded Coaching Sprint

Instead of lectures or slide decks, we embedded directly with the team and coached them through real work. Each person identified high-value use cases from their own day-to-day, and we helped them build and test AI workflows they could use immediately.

Org Kickoff
Aligned leadership on goals and identified high-leverage AI opportunities across teams. Built a shared backlog of use cases ranked by impact.
Team Kickoffs
Broke into functional teams to scope specific workflows. Each team member identified 2-3 tasks where AI could save real time.
1:1 Coaching Sessions
Hands-on sessions where coaches worked through individual workflows side-by-side. Built prompt templates, integrated AI into existing processes, and troubleshot live.
Slack Support
Ongoing async support between sessions so momentum never stalled. Quick answers, prompt feedback, and encouragement to keep experimenting.
Wrap-Up & Roadmap
Delivered a prioritized roadmap of next opportunities so the team could confidently continue building on their momentum after the engagement.

Our Method

Work Decomposition & AI Opportunity Identification

The biggest reason AI adoption stalls is that people don’t know where to start. “Use AI more” isn’t actionable. Our method breaks real work down into concrete tasks, then systematically identifies which ones are high-leverage AI opportunities.

Decompose the Work
Each team member maps their actual day-to-day into discrete tasks and workflows. Not hypotheticals — the real work they do every week.
Identify AI Opportunities
We score each task on AI leverage potential and time impact, then rank them into a prioritized backlog. The team picks the highest-value starting points.
Build & Test Live
In 1:1 coaching sessions, we work through each opportunity side-by-side — building prompts, testing workflows, and iterating until it works in their real process.
Why this matters

At Dual Enroll, early planning sessions surfaced a lot of excellent ideas. Our structured decomposition process helped them narrow scope and prioritize, pick a specific task, and get to a working AI workflow fast. That first quick win built the confidence to tackle bigger opportunities.

The Results

From Skeptics to Power Users in 4 Weeks

We surveyed all participants throughout the engagement. Here’s what the data shows.

AI Confidence
Before
60% "not confident" or "slightly confident"
After
80% "moderately confident," 20% "very confident"
Usage Frequency
Before
40% used AI rarely (a few times per month)
After
40% using AI daily, 40% using AI weekly
Time Saved per Week
Before
No measurable time savings
After
Range of 1-5 hrs, up to 5-10 hrs per person
4.2/ 5
Overall Satisfaction
4.6/ 5
Would Recommend
4.75/ 5
1:1 Coaching Rating

In Their Own Words

Having someone to explore systems with and run ideas through.

On 1:1 coaching value

Spark projects within our organization to get moving and get done. Get our employees thinking about AI use and how to improve.

On program impact

The guidance to better prompt ChatGPT to reach the goal I was looking for, creative prompting solutions, other ways to ask questions through the AI tool.

On skills gained

Just having experts to talk to about big ideas.

On most valuable aspect

“MVP Club’s 4 week productivity sprint was transformational for my team. We had AI skeptics and folks who never used it setting up and testing workflows, which is a huge win for me. And each team member is saving 3-4 hours a week already, and I expect this number to continue to rise. MVP Club left us with motivation and a roadmap asset on how to keep going so we can confidently build on this incredible momentum.”
SH
Scott Holmes, CEO
Dual Enroll

What They Built

Real Workflows, Not Hypotheticals

Onboarding Documentation
Used AI to generate internal knowledge docs from onboarding sessions, restructuring Confluence for better team access.
Custom Knowledge Base GPT
Built "R2K2" — a centralized assistant for pulling historical organizational information in one place.
Notification & Task Management
Integrated AI into daily notification workflows and strategic communication templates.
Prompt Libraries
Developed reusable prompt templates for repeated tasks, so the whole team could leverage AI without starting from scratch.

Want Results Like These for Your Team?

Our 4-week productivity sprint is designed for teams that want real AI adoption, not another training program. Start small, prove value, scale what works.

Ready to Transform How You Work with AI?

Whether you're transforming an organization or developing your own skills, we have a path for you. Choose what fits your situation.

For Organizations

Start small. Prove value fast. Scale what works.

4-week pilot sprint for one team, one workflow, one problem. No big rollout. No company-wide program. Just real work getting done faster with AI.

If it works, we scale. If it doesn't, we stop.

15-minute workflow diagnostic
Pilot one team—expand if it works
Immediate productivity gains
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