SJ VERTEX GROUP

OPERATING FRAMEWORK · 8 OCTOBER 2026 · SUMIT SAZAL DEB

A measurable automation pilot for multi-location businesses

When a business operates across several locations, an automation pilot needs a clear owner, a defined workflow and a commercial decision rule.

Start with one operational journey

Choose a journey such as an unanswered enquiry becoming a confirmed appointment. Record which location owns it, which system holds its status, and when a person takes over. A group-wide dashboard cannot repair an undefined handoff.

Establish the baseline before the build

Use the same definition of an enquiry, appointment and completed service throughout the pilot. Track eligible enquiries, response times, confirmed appointments, staff handling time and delivery costs by branch. Avoid counting a requested appointment as a confirmed booking.

Scope the operating responsibilities

Name the process owner, system administrator and escalation contact. Agree permissions, support hours, usage limits and the procedure when the booking system is unavailable. Automation should complement the team's existing systems and authority.

Evaluate contribution, not activity

Compare incremental contribution after delivery costs with implementation and operating costs. More messages or calls do not establish a commercial return. Use your own costs and assumptions in the clinic booking break-even calculator.

Make the next decision explicit

Define what would justify continuing, revising or stopping before launch. This article describes our proposed operating approach; it is not a report of completed client results.

Plan one workflow you can evaluate

Read the original founder essay · Download the pilot brief

Assess your clinic enquiry process