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AI Decision Support Tool

Intelligent Scheduling Assistant

An interactive decision-support tool that replaced paper maps and best-guess dispatch with data-driven engineer scheduling, minimising travel time through intelligent routing following specific business rules.

ClientSpecialist Services Provider
IndustryField Services & Operations

Key Results

Zero
Reliance on paper maps & guesswork
Optimised
Travel time via corridor logic
Instant
Onboarding for new dispatchers
Scales
Without added complexity as team grows
The challenge

Dispatch by paper maps and best guesses.

  • Engineers assigned from memory while on the call
  • Quality depended entirely on individual knowledge
  • New dispatchers took months to become effective
  • The process couldn't scale as the team grew
The solution

Data-driven dispatch in real time.

  • Live engineer availability and location from BigChange
  • Recommends the most efficient engineer per job
  • Factors in proximity, return-home corridors and capacity
  • Everything plotted on an interactive map
Inside the build

How it works.

Live Data Ingestion from BigChange
API Integration · Real-Time Data · BigChange

Live Data Ingestion from BigChange

Pulls engineer rosters, home addresses, current bookings, and availability gaps directly from the BigChange API. Schedule data is fetched on demand with a manual refresh option, ensuring dispatchers always work with current information.

Proximity & Corridor Recommendation Engine
Routing Logic · Corridor Analysis · Constraint Filtering

Proximity & Corridor Recommendation Engine

Ranks engineers by static distance to the job, identifies return-to-home corridors to minimise wasted travel, and filters by capacity constraints such as 4-hour or 8-hour slot availability. Engineers outside the corridor are still shown but visually flagged.

Map-Based Dispatcher Dashboard
Map Visualisation · Dispatcher UX · Decision Support

Map-Based Dispatcher Dashboard

A web interface designed for rapid decision-making on a live call. Dispatchers enter a job postcode and duration, receive a ranked list of engineers with drive times, and see everything plotted on an interactive map — including home locations, assigned jobs, and corridor paths.

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