Strategy to Shipped: A Healthcare Platform Built for the AI Era

Client:

A major UK private healthcare provider, with an occupational health and employee assistance division serving corporates, public sector organisations, and SMEs

Delivery:

AI-augmented pod // 2-week sprints // Monthly retainer

The Problem

This client is one of the UK's leading private healthcare providers. Recognising an opportunity to grow its occupational health and employee assistance business, the leadership team identified that their digital capability was falling behind client expectations at exactly the wrong moment.

Four forces were converging:

• Buying decisions were increasingly cost-driven. Without a differentiated digital product, the client had no way to compete on value, only on price.

• Competitors were moving. Rival providers were offering digital self-service and AI-assisted triage. The client could not match them.

• Clients were asking for capabilities that didn't exist. Real-time data, HR system integrations, outcome benchmarking: none of it was supported by the existing platform.

• No internal business intelligence. Case management data was fragmented across multiple software providers across different lines of service.

The client's own assessment: "Current manual processes and disconnected systems prevent us from scaling efficiently and delivering the digital experience clients expect."

The strategic goal was clear: transform workforce wellbeing into a scalable, high-engagement, growth engine and use it to disrupt a market that had seen little digital innovation.

Our Approach

Starting with strategy, not code

Dune facilitated an internal workshop with the client's leadership team before any technical work began. The purpose was to map current capabilities honestly, pressure-test the product vision, and generate ideas for how to disrupt the market.

The diagnosis that emerged was unambiguous: a trusted brand with an overdue digital transformation. Two interconnected products were needed: a platform for HR teams and employers, and a personalised employee-facing portal to sit alongside it.

Most agencies inherit a brief. We wrote this one.

Sprint Zero: four weeks before the first line of code

Before committing to a build, Dune ran a structured four-week discovery and design phase. The goal was to validate the product concept, define the MVP, and produce a board-ready business case and team-ready build specification.

Sprint Zero produced seven discrete outputs: user journey maps, product wireframes, high-fidelity designs for key screens, a clickable validated prototype, a technical feasibility assessment, a defined MVP, and full build estimations. The client achieved internal sign-off before a single line of production code was written.

The build: a six-month AI-augmented delivery pod

Following Sprint Zero sign-off, Dune assembled a cross-functional delivery pod and began a six-month build programme, delivering core infrastructure and authentication in the early phases, through to referral management, enterprise HR integrations, and AI-powered dashboards and reporting, with production release, security hardening, and an embedded chatbot completing the platform.

The team operated on a monthly retainer with 2-week sprints, accountable to milestones, not timesheets. Every engineer on the pod worked with AI-augmented tooling throughout: automated code generation across the full codebase, automated PR reviews before any human reviewer saw a pull request, AI-generated test suites running in parallel with development, and automated sprint tracking and reporting visible to the client in real time.

What We Built

The workforce health platform was designed as a single front door for HR teams and occupational health services. Capabilities delivered across the programme included:

Employer and HR Intelligence: Real-time dashboards showing referral tracking, absence trends, return-to-work rates, health surveillance compliance, and ROI metrics. The data HR teams had been asking for, surfaced in one place.

Upgraded User Experience: A client-facing layer that sits across all existing case management systems and service lines. Providing a seamless client experience and rich business intelligence for both the health provider and its clients.

Health Surveillance Tracking: Management of mandatory health surveillance recalls, overdue assessments, upcoming site visits, and compliance reporting.

Enterprise HR Integration: Native integration with an enterprise-grade HRIS for automatic user provisioning, absence data sync, and single sign-on. Integration with the client's case management system for end-to-end referral handling. This was genuine enterprise-grade integration work, not table-stakes for smaller agencies.

Company Multi-Tenancy: Secure, isolated environments for each employer client, enabling white-labelling and client-specific configuration at scale. Built correctly from day one, not retrofitted.

AI Integration Foundation: Foundation laid for AI-powered triage, chatbot support, and smart service recomendations, with data residency controls appropriate to a healthcare context.

Delivery

Dune completed Sprint Zero and a six-month build programme on time and in scope, taking the platform from validated blueprint through to core infrastructure, enterprise integrations, AI foundations, and a production-ready release, with security hardening, reporting, and an embedded chatbot completing the product.

What Made It Work

Workshop-to-delivery continuity. 

Dune facilitated the strategic workshop that defined the product vision, then carried that vision through Sprint Zero and into the build. Nothing was lost in translation between strategy and engineering.

Sprint Zero as a risk reducer. 

A validated, costed blueprint before any production code was written. The clickable prototype enabled internal sign-off and aligned the team before the build began. Discovery is not overhead; it is how you avoid expensive corrections later.

Expertise in integration complexity. 

Native integration with an enterprise-grade HRIS and a legacy case management system: real enterprise-grade infrastructure. The ability to design for and deliver these integrations is not something every agency can credibly offer.

Healthcare-grade architecture from day one. 

Multi-tenancy, data security, and compliance constraints in an occupational health context are materially different from standard SaaS builds. The architecture was structured to meet these requirements from the outset. AI tooling was configured to process code only, never patient or employee health data.

A delivery model built for accountability. 

2-week sprints, milestone-based reporting, real-time visibility into sprint progress, and a UK-based delivery manager keeping the sprint honest. Clients see progress, not a status update, at every sprint demo.

About Dune Technology

Dune builds digital products for ambitious organisations. Our AI Transformation Pods combine senior engineering talent with a proven AI-augmented delivery method, giving clients more output per sprint, earlier visibility, and a team accountable to outcomes.