Abstract glass forms representing AI transformation
CASE STUDIES

AI transformation in practice

How mid-market companies are using Xamun Intelligence and the Software Factory to close the gap between strategy and execution.

FEATURED · HEALTHTECH
mWell Cancer Care Portal
Metro Pacific Health Tech Corporation

The Philippines' first fully integrated digital health platform needed a cancer care management system. Cancer patients juggle complex medication schedules, symptom tracking, and vital sign monitoring across multiple providers. mWell needed this centralised into a single patient-facing platform that healthcare providers could also use to monitor treatment adherence.

Xamun delivered a comprehensive patient care application — medicine tracking with reminders, daily symptoms logging for clinical trend analysis, and vital signs monitoring that gives healthcare providers a holistic view of each patient's treatment journey.

"Xamun DesignStudio has been a game changer for us. It enabled us to design products from 3 weeks to just a few hours. That includes mapping the process flows, writing user stories, test cases."

Kit Sumabat, Project Manager, mWell

VALUE CREATED
Centralised cancer care data across providers. Reduced missed medications through automated reminders. Gave clinicians real-time patient insight.
KEY CAPABILITIES
Medicine tracking & reminders
Symptoms log & trend analysis
Vital signs monitoring
Provider-facing clinical dashboard
CLIENT
mWell / Metro Pacific Health Tech

Real solutions across industries

From healthcare operations to government infrastructure — Xamun builds production systems that solve specific business problems in regulated, complex environments.

HEALTHTECH
Renal Health Clinic Management

A digital health platform in the Philippines needed to manage dialysis clinic operations end-to-end — patient scheduling, equipment utilisation, inventory, and government claims processing were all running on fragmented manual systems.

Business value
  • Unified scheduling for patients, staff, and equipment
  • 3rd-party doctor monitoring via Mini HER
  • Automated government claims submission
  • OCR-powered document processing replacing manual entry
HEALTHTECH
Care Giver Matching System

A healthcare organisation needed to match patients with appropriate caregivers across a growing network — factoring in qualifications, availability, location, and specific patient needs. Manual matching was becoming a bottleneck to growth.

Business value
  • Intelligent caregiver-patient matching at scale
  • Reduced time-to-placement for patients
  • Mobile-friendly platform for caregivers in the field
  • Scheduling and coordination across the care network
FINTECH
AI Document Extractor for Bookkeeping

A UK bookkeeping firm supporting thousands of small businesses was drowning in manual invoice data entry. High volume and variability of client documents made traditional OCR services expensive and unreliable.

Business value
  • AI-powered invoice extraction replacing manual encoding
  • Handles diverse document formats automatically
  • Dramatically reduced operational cost vs traditional OCR
  • Enabled the firm to scale without adding headcount
FINTECH
Digital Lending Platform for Teachers

A Philippines-based lending company dedicated to public school teachers needed to move from manual loan processing to a digital platform — streamlining approvals, offering transparent rates, and giving borrowers self-service access to their accounts.

Business value
  • Self-service loan calculator for financial planning
  • Real-time statement of account access
  • Streamlined approval workflow replacing paper processes
  • Mobile-first design for borrowers in the field
INSURTECH · NYC, USA
Cyber Insurance Brokerage Platform

A legacy insurer in New York wanted to launch a cyber insurance brokerage platform — connecting businesses with specialist brokers, comparing policies across providers, and using data to profile individual cyber risk. Off-the-shelf solutions couldn't handle their unique workflows, and building ground-up was too risky and expensive.

Business value
  • End-to-end policy lifecycle: applications, endorsements, renewals, claims
  • AI-powered cyber risk profiling with tailored policy recommendations
  • Financial damage calculator for coverage limit decisions
  • Self-service portal for clients to manage policies, billing, and payments
GOVERNMENT / PUBLIC SECTOR
Agentic VfM Evaluation for Public Infrastructure

Public sector infrastructure projects require rigorous Value for Money analysis to justify whether PPP, self-funded, or hybrid funding models deliver the best outcome. Manual feasibility studies were slow, inconsistent, and couldn't keep pace with project volume.

Business value
  • Agentic AI that evaluates PPP vs self-funded options
  • Consistent, auditable feasibility analysis
  • Automated VfM report generation for oversight bodies
  • Decision support for infrastructure investment at scale
E-COMMERCE / DISTRIBUTION
Daikin Philippines E-Commerce Platform

Daikin Philippines needed a multi-tenant e-commerce platform where each distribution partner could have their own branded microsite with online payments and virtual store tours — while Daikin maintained central control over products and pricing.

Business value
  • Multi-tenant architecture for partner network
  • Integrated online payments (Paydynamics)
  • Virtual store tours for immersive product experience
  • Central product and pricing management across all sites

What a case study engagement looks like

From intelligence to outcomes in four steps.

1
XI reads the business

Before the first meeting, Xamun Intelligence analyses your company, market, and operations to surface hidden opportunities.

2
Discovery identifies highest-ROI opportunity

The Opportunity Map quantifies where the biggest value sits. You choose which problem to solve first based on data, not instinct.

3
Software Factory builds in 2–4 week sprints

AI-augmented engineering teams deliver production software in compressed timeframes. First module typically live in 3–4 weeks.

4
Governance Dashboard tracks outcomes

Continuous monitoring ensures the software is delivering the outcomes XI predicted. Every investment is measured against the original business case.

PEER-REVIEWED METHODOLOGY

Built on published research

Xamun's xDD (experience-Driven Development) methodology is published in the Journal of Information Technology Case and Application Research by Taylor & Francis. This isn't a marketing framework — it's a research-backed approach to specification-first software delivery.

Read the Publication →

Discuss your transformation challenge

Every engagement starts with XI reading your business. Book a Discovery session to see what it finds.

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