What This Looks Like in Practice
Real patterns from real industries. Here's how AI agents handle the busywork eating your week—starting with one automation at a time.
What Typical Engagements Look Like
We're a new company, so we'll be honest: the case studies below are representative scenarios, not named clients. They're based on real patterns we've seen across insurance, accounting, and real estate. As we close clients, we'll add their stories here—with permission.
For now, here's what AI agent implementations typically look like:
Renewal Management
The Pattern
An 8-person P&C agency was losing renewals to competitors who reached clients first. The CSRs were buried in manual reminder emails and phone tag. Renewals that slipped meant lost revenue and frustrated clients.
The Agent
A renewal management agent that monitors policy expiration dates, sends personalized outreach at 90/60/30 days, follows up on non-responders, books annual review appointments, and updates the AMS when clients confirm.
Typical Results
- 6–8 hours/week returned to CSRs
- Renewal touch rate: 100% (vs. ~70% manually)
- Response time: Same day (vs. 2–3 days)
Tax Season Document Collection
The Pattern
A 5-person CPA firm dreaded the January–April document chase. Partners were sending reminder emails at 10pm, clients were submitting incomplete packages, and the team was tracking everything in spreadsheets that fell out of date hourly.
The Agent
A document collection agent that sends secure requests, tracks submissions against a checklist, follows up automatically on missing items, and alerts staff only when a client package is complete or stuck.
Typical Results
- 8–10 hours/week saved during busy season
- Client document completion: 2 weeks faster on average
- Partner inbox volume: Down 40%
Lead Response
The Pattern
A solo agent was losing leads to competitors who responded faster. Zillow inquiries at 9pm sat until morning. By then, the prospect had already scheduled a showing with someone else.
The Agent
A lead response agent that replies within 60 seconds (24/7), qualifies interest, answers common questions, and books showings directly on the agent's calendar. Complex requests get escalated with full context.
Typical Results
- Response time: 60 seconds (vs. 6+ hours)
- Lead-to-showing conversion: Up 35%
- 5–7 hours/week freed from initial outreach
Ready to Be the Next Story?
Every case study started with a 30-minute call. We found the task eating the most time, built an agent to handle it, and only charged when it worked. Same offer. Your turn.