The owner of a healthcare IT company in Newcastle was spending the majority of each working day on admin. Tracking client emails manually, updating project statuses in spreadsheets, chasing tasks across the team, managing individual client requests from memory, and monitoring a prospect pipeline with no CRM. The business was growing, but the owner had become the bottleneck — trapped doing admin instead of selling and delivering. We mapped every admin workflow, built four AI-powered systems to handle the bulk of it, and gave the owner back most of their day.
The Starting Point
Operational Reality
The company provides medical record scanning, clinical data summarisation, and records management services for GP practices. With a growing client base and a small team, the owner was personally handling most of the operational coordination.
A typical day looked like this: open the inbox first thing, manually sort through dozens of client emails to identify what needed action. Update a spreadsheet-based project tracker with status changes. Chase team members for task updates. Respond to individual client requests that came in through email, phone, and sometimes text. Then check through the prospect pipeline — kept in the owner’s head and a few scattered notes — to figure out who needed a follow-up.
There was no CRM. No automated email routing. No structured quote or invoice tracking. Everything ran through one person, and that person was also meant to be growing the business.
What Was at Stake
- The owner was spending 4-5 hours daily on admin that added no revenue.
- Prospect follow-ups were being missed because pipeline tracking was informal.
- Client requests were handled reactively, with no system to ensure nothing fell through the cracks.
- Invoicing was inconsistent — payments were delayed because invoices went out late or missed entirely.
- The business could not scale beyond the owner’s personal bandwidth.
Objectives
Four outcomes were agreed before we started:
What We Set Out to Achieve
What We Delivered
We built four systems across a single engagement. Each one targeted a specific admin bottleneck that was consuming the owner’s time.
Email Triage System
- Categorises inbound emails by client and urgency
- Routes routine messages to the right team member
- Surfaces only action-required items to the owner
- Flags overdue or escalated client communications
Quote Generator
- Generates quotes from job specifications
- Applies correct pricing based on service type and volume
- Outputs formatted documents ready to send
- Tracks quote status from sent to accepted to invoiced
Invoice Tracker
- Monitors payment stages for every active job
- Flags overdue invoices automatically
- Tracks multi-instalment payment schedules
- Surfaces cash flow visibility the business never had
Prospect Research Agent
- Identifies potential clients matching the company’s ideal profile
- Generates practice briefs with key contact information
- Feeds directly into the CRM pipeline
- Replaces hours of manual prospecting research
CRM and Pipeline
Alongside the four systems, we built a CRM that replaced the informal pipeline tracking. Every prospect, every touchpoint, every follow-up date is now structured and visible. The owner can see at a glance what needs attention today without checking email, spreadsheets, or memory.
Our Approach
Engagement Timeline
Outcomes
80% Less Admin
The owner went from 4-5 hours of daily admin to under an hour. Email triage, quote generation, invoice chasing, and prospect research now happen automatically.
£55,000 Annual Savings
The combined value of automated admin time, faster invoicing (reducing payment delays), and eliminated need for an additional admin hire.
Pipeline Visibility
For the first time, the business has a structured view of every prospect, their stage, and the next action. Follow-ups happen on schedule, not from memory.
Owner Freed to Sell
With admin handled, the owner redirected recovered time toward business development and client relationships — the work that actually grows revenue.
What Made It Work
- We started with the owner’s day, not a technology wishlist. The engagement began by mapping how the owner actually spent their time. That determined what to build, not the other way around.
- We built for adoption, not for show. Every system was tested against real data and iterated with the owner before handover. No demo-only features.
- We kept it practical. Four targeted systems that each solve one specific problem. No overengineered platform, no 12-month roadmap. Just working tools that save time from day one.
What Comes Next
The business moved onto a strategic advisory retainer to continue building on the foundation. The next priorities include:
- Expanding the email triage system to handle more complex routing logic as the team grows.
- Adding automated reporting to surface operational trends the owner can act on weekly.
- Connecting the CRM to outbound outreach tools for proactive pipeline building.
Spending Too Much Time on Admin?
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