FlatClaw, Private AI Platform
All use case spotlights
Analytics & ReportingCustomer EngagementFranchise & Retail

Franchise operations team

≈ $300M+ system-wide sales (salon brand) · 700+ studios · a handful of business coaches

Franchisee business coach

An agent that knows the operating playbook and every location's numbers, so a small coaching team's best advice reaches every franchisee, with opportunities surfaced instead of requested.

Organization
Franchise operations team supporting hundreds of owners
Reality
A handful of business coaches for the whole network
Runs on
The franchisor's cloud tenancy over its data platform
Scope
A coaching agent over the playbook and the numbers
The situation

Where they started.

A small team of business coaches is responsible for helping every franchisee maximize an investment. The coaches carry the playbook, the marketing tactics, the systems knowledge and the numbers in their heads, and there are not enough of them to reach every location as often as the network needs.

What FlatClaw does

What was built.

  • The operating playbook, marketing and systems knowledge in a maintained knowledge base, refreshed as the underlying sources change.
  • The agent connected to the franchisor's data platform, so it knows every location's numbers and the network's patterns: what a healthy first year looks like, where cash problems tend to appear.
  • For each location, the agent surfaces the opportunities and drafts the conversation; a human coach has it.
  • Franchisees ask their own questions of the same governed knowledge, within what they are allowed to see.
Results

What changed.

  • A coach's best advice reaches every franchisee instead of the ones on this month's calendar.
  • Opportunities surfaced from the data rather than requested.
  • Coaching time spent on conversations, not on assembling the numbers first.
  • One knowledge base that improves every time a coach corrects it.
Why private

Every location's financial performance is confidential to the franchisor and the owner. A private agent can reason over all of it; a hosted one could not be given it.

Runs on

The franchisor's cloud tenancy

The stack

Components involved.

FlatClaw PortalKnowledge base with continuous refreshData-platform connectorsRole-based access for coaches and ownersPrivate inference on a dedicated GPU
Your workflow

Have one like it?

Every spotlight started as a conversation about a process nobody liked doing, under a data-locality constraint.