AI and engineering case studies

Real projects, named clients, hard outcomes across finance, pharma, government, energy, and travel.

AI Suite Enablement for an HVAC BMS Platform

A modular AI suite for a building management platform: fault detection, remaining-useful-life prediction, and energy optimisation.

Insurance

AI-Powered Quality Assurance for Insurance Customer Support

A multi-agent QA system that reviews support tickets against multi-page policies, with built-in PII redaction for GDPR.

Travel and Hospitality

AI Agent-Powered Travel Concierge with End-to-End Booking

A hierarchical multi-agent travel concierge: conversational itinerary generation plus direct flight booking through a GDS.

Energy and Logistics

Pricing, ERP and Data Architecture Modernisation

Redesigned pricing and data architecture for a last-mile fuel distributor: governed workflows, role-based approvals, and full auditability.

Pharmaceutical

Multi-Modal RAG Knowledge Hub for Pharmaceutical Research

A multi-modal RAG platform that extracts insight from text and scientific images, with reference-backed answers and citations.

Government

OCR and Data Pipeline for Government Process Automation

A fine-tuned OCR and data pipeline that parses diverse bank statement formats into structured, analytics-ready data.

Technology

Competitive Intelligence Platform

An LLM-powered platform that automates competitor discovery, scoring, and structured insights with dashboards and spider charts.

Real Estate and Mall Management

Enterprise Data Transformation and Analytics Platform

Consolidated siloed operational data into a centralised AWS lakehouse with Glue ETL, a Redshift warehouse, and QuickSight dashboards.

Higher Education

Student Management Platform for NTU Singapore

A bespoke student management platform for NTU Singapore: enrolment, timetabling, attendance, results, events, student and parent dashboards, and analytics in one system, with single sign-on, campus integrations, and university-grade security.

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