Case Study · Cheetah · Food distribution · A3, SIPOC, 5 Whys
From a 22-hour to a 6-minute support response
Structured intake, automatic routing, and self-service let support scale.
The problem
First response on support tickets averaged 22 hours, which frustrated customers and drove churn. Requests came in over five disconnected channels, including a ticketing tool, calls to operations, messages to sales reps, and a 1-800 line, and about half were resolved outside any system. Only 10% came through the app, and only 10% were assigned to the right person automatically. Calls went to voicemail, and an executive still took 5–10 support calls a day.
The root cause
There was no structured front door. Customers couldn't say which order or issue a ticket was about, so a person had to read, categorize, and route every message. The most common questions (credits, returns, invoices, delivery delays) had no self-service path, and even a small credit needed escalation.
With several warehouses, agents had to search multiple systems to find which one filled an order. Customers called for delivery times on trucks the company already tracked by GPS. And with so much work outside the ticketing system, no one could see the real queue.
What we did
In the app, the customer picks the order and the issue, which creates a tagged, linked ticket. The system routes it to the right group and agent, with alerts for overdue tickets. Every channel feeds one system: a masked 1-800 line, in-app chat, and calling.
Agents see delivery and billing details on each ticket, including which warehouse filled the order, and can approve credits up to $50 per order and $500 per customer a year without escalating. Customers can see their invoices, credits, returns, and truck location in the app. Root-cause tags on resolved tickets go back to operations to fix what generates them.
More Case Studies
Read how we got another result
- Restaurant AP automationGross margin increased from 20% to 70%
- Cheetah · WarehouseGross margin increased from 10% to 20–25%
- Cheetah · M&AFrom $1M monthly burn to profitable
- Cheetah · FinanceCash float cut 90%, freeing $1M in working capital
- 14-person startup · PlanningSeven goals cut to three; ARR went on to grow from $7.3M to $10M
- Cheetah · Supply chainRevenue grew from $75M to $155M while replacing the only supplier
- Cheetah · SupportFirst support response cut from 22 hours to 6 minutes
- Hospital · GI suitePatient wait cut from 5 months to 2
Five of these cases come from Cheetah, the food distributor we co-founded and ran. Other company names are withheld.
Have a problem like one of these?
Join the next 8 Weeks to Higher Margins cohort, talk to us about working through it together, or run the same methods yourself with Lean AI.