Case StudyEdTech Department×Catch Up AI
Accelerating engagement, visibility, and leadership efficiency through autonomous performance intelligence
CustomerOverview
Client
EdTech Department
Industry
Education Technology
Team Size
105 members
Solution
Catch Up AI Platform
A fast-growing EdTech division sought to flatten its org structure and empower teams with data-driven visibility without adding more managers or meetings.
The department's goal was clear:
Reduce managerial overhead and increase transparency across 105 leaders, engineers, designers, and product contributors.
They were already AI-forward using GitHub Copilot and Cursor to enhance developer productivity. But they lacked a real-time intelligence layer to:
Identify top and low performers objectively
Track team health and engagement
Gather ongoing, meaningful peer feedback
Traditional review tools couldn't deliver the immediacy, context, or accuracy they needed.
SolutionThe department deployed Catch Up AI in fully autonomous mode.
Within one day
Every team member had a personalized AI-generated profile built from daily activity in Slack, Zoom, Git, and Jira.
Within two weeks:
7,200+
feedback entries were AI-curated and team-verified
Fully organic
engagement no leadership follow-ups needed
6 managers
transitioned into technical or IC roles, reducing overhead
10 messages
from VP to top performers
3 employees
flagged early: two re-engaged, one confirmed low engagement
Transformative Results
Real-Time Team Intelligence
Catch Up AI visualized team health through AI-generated spider charts tracking five key dimensions: Psychological Safety, Teamwork, Morale, Inspiration, and Belonging. Scrum Masters described the results as 'accurate, real-time, and emotionally resonant.'
Actionable and Personalized Recommendations
AIRA delivered tailored engagement nudges—from pairing teammates for virtual coffee chats to recommending 1:1 syncs based on participation patterns. Team members called them 'useful and surprisingly human.'
Structural Efficiency
With AI managing daily visibility and peer feedback, the department successfully flattened its org chart—transforming managers into technical leaders and hands-on contributors.
| Metric | Result | Timeframe |
|---|---|---|
| Engagement increase | +27% | 2 weeks |
| Manager hours added | +240 hrs annually | Post-rollout |
| Full team adoption | 100% (105 members) | 14 days |
| Feedback entries generated | 7,200+ | 2 weeks |
| Managers redeployed to IC roles | 6 | Immediate |
As a work manager accountable for the effectiveness of several teams of knowledge workers, continuously improving the quality of our interactions is of paramount importance to me. My experience using Catch Up is that it is an extremely powerful technology with cumulative positive effects on work culture. The return on time invested leveraging Catch Up is excellent. Everyone found it non-intrusive, and highly respectful of people's valuable time when engaged with it. I strongly endorse gaining the benefits of Catch Up in any organization because the business case for it is so clearly apparent and reliable. Even as an early adopter of Catch Up, I wish I'd used it sooner and maximized the outcomes my teams produce. Now that we know it's available and what it's capable of, the biggest waste would be hesitating to get Catch Up in your organization.
Senior Manager, Jon
My experience using Catch Up is that it is an extremely powerful technology with cumulative positive effects on work culture. The return on time invested leveraging Catch Up is excellent. Everyone found it non-intrusive, and highly respectful of people's valuable time when engaged with it.
VP of Engineering, Steve
By acting as an autonomous middle manager, Catch Up AI
Replaced manual reviews with AI-curated, bias-aware insights and continuous improvement
Delivered engagement and recognition signals directly in Slack
Freed managers from repetitive admin tasks
Enabled data-driven leadership across every level
The result: a 27% engagement lift, 240 hours of leadership time reclaimed, and a leaner, AI-native organizational structure without adding a single new manager.
Catch Up AI helped the EdTech department evolve into a self-managing, high-performing organization
proving that when leadership data becomes real-time, management can finally scale.