Case Study

Startups

A digital platform for seamless pool service operations.

Three apps, one dispatch engine and a payments ledger. Customers describe the job to an AI assistant; nearby technicians race to accept it; the provider company that employs them sees the revenue land. We built all of it, then ran four releases through it in five months.

CLIENT & BACKGROUND

Pool service relied on phone calls, texts and a whiteboard. Homeowners struggled to find help, while companies couldn’t track technician availability, location or job completion. The platform had to balance homeowners, technicians and employers.

Cloud & Infrastructure, Payment & Transactions, Project Recovery

CHALLENGE

JOYN needed a marketplace that worked for all three parties: customers wanted fast service, technicians wanted efficient jobs with minimal driving, and provider companies needed control of their crews, revenue visibility, and automated payouts.

How we made it happen

AI Job Creation

Customers describe problems naturally while AI structures every job automatically.

Technician Mobile App

Technicians receive, accept and complete nearby jobs in real time.

Provider Portal

Manage technicians, customers, jobs and business operations from one dashboard.

SOLUTION

We designed and engineered a scalable digital ecosystem connecting every participant across the service journey. The platform brings together an AI-powered customer application, dedicated technician app, and central provider portal, enabling seamless booking, intelligent job matching, technician onboarding, scheduling, real-time job tracking, payments, communications, and operational visibility. This connected architecture gives customers a simpler experience, technicians clearer workflows, and providers greater control over their entire operation.

Key Capabilities

AI-assisted job creation
Customer mobile application
Technician mobile application
Provider management portal
Job broadcasting
Real-time job tracking
Media uploads & approvals
Stripe payment integration
Role-based access

IMPLEMENTATION

The platform was built on a modern, cloud-native architecture with dedicated applications for customers, technicians, and service providers. Each application was designed around the specific needs of its users while remaining seamlessly connected through shared backend services, APIs, data models, and real-time operational workflows. This architecture enabled independent product evolution without losing consistency across the wider ecosystem, supporting everything from customer requests and technician availability to job assignment, status tracking, payments, and provider operations. The modular approach also created a scalable foundation for introducing new capabilities, integrations, and automation as the marketplace grows.

RESULTS & IMPACT

Complete field service ecosystem
AI-guided customer experience
Faster technician response
Investment-ready proof of concept
Foundation for commercial rollout

What we’ve built

AI Job Creation

Describe issues naturally with AI guidance.

Customer Mobile App

Book and manage pool services.

Technician App

Accept, manage and complete jobs.

Provider Portal

Monitor jobs, teams and operations.

Real-time Tracking

Live updates across every stage.

Secure Payments

Integrated Stripe payment workflows.

Our work in action

At Atomise, we build with the bold. Startups chasing speed, SMEs scaling smart, and enterprises transforming at scale—we’re their go-to partner for turning vision into velocity. Our work is fast, focused, and fearless. If you’re ready to move, we’re already running.