Our Work
How we build autonomous organizations
Pattern-based case studies showing our methodology, approach, and results.
Financial Services & Regulation
Singapore
AI Sustainability Reporting for a National Financial Regulator
Built an AI-driven sustainability reporting framework for a multi-stakeholder consortium led by the Monetary Authority of Singapore (MAS), involving a sovereign wealth fund and Tier 1 international banks. The system automates the aggregation, analysis, and generation of regulatory sustainability reports that previously required months of manual effort across participating institutions.
Retail
Singapore
Autonomous Operations for a National Furniture Retailer
Deployed end-to-end autonomous operations across five business functions — HR, procurement, customer service, accounts, and marketing — for a national furniture retailer with multiple showrooms. This is Reluvate's longest and deepest client engagement, running continuously for over 2.5 years with expanding scope.
Professional Services
Singapore, Hong Kong, Malaysia, Australia, New Zealand
Multi-Jurisdiction AI Accounting for a Corporate Services Firm
Deployed LynxLedger — an AI accounting system — for a corporate services firm managing hundreds of client entities across five countries. The system executes bookkeeping, reconciliation, and financial reporting autonomously while respecting jurisdiction-specific accounting standards including SFRS, HKFRS, MFRS, AASB, and NZ IFRS.
Healthcare
Singapore
Predictive Financial Intelligence for a Multi-Location Healthcare Group
Built a real-time financial intelligence platform for a medical group operating 40+ clinic locations across three clinical segments. The system pools financial data from all locations, generates AI-authored commentary on performance and variance, and uses SARIMA forecasting models to predict revenue by segment.
Education
Singapore
Award-Winning AI-Powered CAD Assessment for National Education
Developed an AI-powered automated assessment system for Computer-Aided Design (CAD) student submissions, replacing hours of manual instructor evaluation with instant, educational feedback. The system won the Ministry of Education (MOE) Innergy Award (Gold) — national recognition for innovation in education — and has been adopted internationally.
Conservation & Non-Profit
Asia-Pacific
AI-Driven Finance Automation for an International Conservation Organisation
Long-term partnership deploying AI-driven finance automation for a major international conservation organisation. The engagement covers budget management, ROI modelling, lifetime value calculations, and donor compliance reporting — enabling the organisation to redirect staff from administrative work to conservation mission delivery.
Events & Hospitality
Singapore
AI Customer Engagement Platform for a National Events Company
Deployed a multi-channel AI chatbot for a national events company, handling attendee inquiries, event registration, vendor coordination, and post-event follow-up across WhatsApp, web chat, and social media channels. The system reduced customer service headcount requirements during peak event periods while improving response times from hours to seconds.
Retail & Conservation
Asia-Pacific
Computer Vision Retail Analytics and Wildlife Monitoring
Developed computer vision systems for two distinct domains: retail analytics (footfall tracking, customer heatmaps, and employee activity monitoring across store networks) and animal welfare monitoring (behavioural analysis, temperature tracking, and health anomaly detection). The retail system outperformed a major Chinese AI competitor's solution in accuracy benchmarks.
Financial Services — Crypto
Singapore
Fund Reconciliation and KYC Automation for a Crypto Exchange
Automated fund reconciliation and KYC verification processes for a cryptocurrency exchange, replacing manual teams with AI agents that process transactions continuously rather than in daily batches. The system enables near-instant fund availability while maintaining regulatory compliance with MAS guidelines for digital payment token services.
Education Technology
Singapore
AI-Powered Talent Management Platform for an EdTech Company
Built an AI-driven talent management platform that maps employee competencies against job requirements, generates personalised training roadmaps, and automates assessment through AI-generated questions and essay marking. The platform enables organisations to identify skill gaps, track development progress, and make data-driven decisions about talent deployment.
Insurance
Southeast Asia
AI Claims Processing Automation for a Regional Insurer
Long-running engagement automating insurance claims processing for a regional insurer. The system handles document extraction from claim submissions, automated adjudication for standard claims, fraud signal detection, and workflow orchestration for complex claims requiring human review. Weekly collaborative meetings have run continuously for over two years.
Financial Technology & Media
Singapore
AI Content Generation for a Major FinTech Industry Conference
Developed an AI content generation system that transformed roundtable discussion transcripts from a major FinTech industry conference into structured, publication-ready reports. The system processed hours of expert roundtable recordings, extracted key themes and insights, and generated polished reports that were published as official conference outputs.
Real Estate
Singapore & Southeast Asia
AI Property Valuation and Transaction Automation for a Regional Real Estate Firm
Deployed AI-driven property valuation models and transaction workflow automation for a regional real estate advisory firm managing commercial and residential portfolios across Southeast Asia. The system automates comparative market analysis, generates valuation reports, and orchestrates the transaction lifecycle from listing to completion.
Fashion Retail
Singapore & Asia-Pacific
AI Customer Service and Inventory Analytics for a Fashion Retail Chain
Deployed a multi-channel AI customer service platform and inventory analytics engine for a fashion retail chain with stores across Asia-Pacific. The system handles product inquiries, order tracking, size and style recommendations, and returns processing across WhatsApp, web chat, and in-store kiosks, while the analytics module optimises inventory allocation across locations based on regional demand patterns.
Financial Services — Payments
Singapore
AI Fraud Detection and Reconciliation for a Regional Payments Company
Built an AI-powered fraud detection and merchant reconciliation system for a regional payments company processing transactions across multiple payment rails. The system analyses transaction patterns in real-time to flag fraudulent activity, automates merchant settlement reconciliation, and generates regulatory compliance reports for MAS reporting requirements.
Food & Beverage
Singapore
AI-Powered Operations for a Multi-Outlet F&B Chain
Deployed AI-driven operations automation for a multi-outlet F&B chain covering staff scheduling, inventory management, and demand forecasting. The system optimises labour deployment based on predicted foot traffic, automates ingredient ordering based on menu-level demand forecasts, and reduces food waste through expiry tracking and dynamic menu recommendations.
Facilities & Pest Management
Singapore & Malaysia
AI Operations Automation for a National Pest Control Company
Deployed AI-driven operations automation for a national pest control company covering contract management, dynamic pricing, technician scheduling, and customer lifecycle automation. The system optimises route planning for field technicians, automates contract renewals and pricing adjustments, and provides predictive analytics on pest activity patterns by region and season.
Government & Public Sector
Singapore
AI Document Processing and Citizen Services for a Government Ministry
Deployed AI-powered document processing and citizen inquiry automation for a Singapore government ministry. The system processes permit applications, licence renewals, and regulatory submissions, extracting structured data from diverse document formats and routing applications through automated compliance checks. A citizen-facing AI assistant handles public inquiries across multiple channels.
Construction
Singapore & Japan
AI Safety Inspection and Project Management for a Construction Firm
Deployed AI-powered safety inspection and project management automation for a construction firm operating across Singapore and Japan. Computer vision models analyse site imagery to detect safety violations and hazard conditions, while project management agents automate progress tracking, resource scheduling, and regulatory compliance documentation for BCA and Japanese building authority requirements.
Semiconductor Manufacturing
Asia-Pacific
AI Quality Inspection for a Leading Semiconductor Manufacturer
Deployed AI-powered visual quality inspection on production lines for a leading semiconductor manufacturer, replacing manual inspection processes and outperforming a competing solution from a major Chinese AI vendor valued at over $40 billion. The system detects micro-defects invisible to human inspectors at full production line speed, reducing defect escape rates and improving yield.
Medical Devices / Manufacturing
Singapore & Global
AI 3D Ear Modelling for a Global Hearing Aid Manufacturer
Developed AI-powered 3D ear modelling technology for a global hearing aid manufacturer, enabling the generation of precise ear canal models from smartphone photographs rather than traditional silicone ear impressions. The system reduces the hearing aid fitting process from a multi-visit clinical procedure to a single remote interaction, opening a direct-to-consumer channel previously impossible in the hearing aid industry.
Food Technology / Supply Chain
Singapore & Southeast Asia
AI Supply Chain Matching and Logistics for a Food Rescue Platform
Deployed AI-powered supply chain matching and logistics optimisation for a food rescue platform that connects surplus food from suppliers with buyers at reduced prices. The system automates supplier-buyer matching based on product type, quantity, location, and time-sensitivity, optimises delivery routing for perishable goods, and predicts surplus availability to enable proactive buyer engagement.
Legal Services
Singapore
AI Contract Review and Legal Research for a Regional Law Firm
Deployed AI-powered contract review and legal research automation for a regional law firm handling corporate, commercial, and regulatory matters. The system analyses contracts against predefined risk frameworks, flags non-standard clauses, compares terms against market benchmarks, and accelerates legal research by synthesising relevant case law and regulatory guidance in response to structured queries.
Public Transport
Singapore
AI Predictive Maintenance and Passenger Analytics for a Public Transport Operator
Deployed AI-driven predictive maintenance and passenger flow analytics for a major public transport operator managing rail and bus networks. The system analyses equipment telemetry to predict failures before they cause service disruptions, optimises maintenance scheduling, and provides passenger flow intelligence to improve service planning and crowd management.
Hospitality & Gaming
Singapore
AI Surveillance and Gaming Analytics for an Integrated Resort
Deployed AI-powered surveillance analytics and gaming floor intelligence for a major integrated resort. The system augments existing CCTV infrastructure with computer vision for anomaly detection, patron flow analysis, and gaming table monitoring, while predictive models optimise staffing, F&B provisioning, and promotional targeting based on real-time occupancy and patron behaviour patterns.
Consumer Goods / FMCG
Southeast Asia
AI Demand Forecasting and Supply Chain Optimisation for a Consumer Goods Manufacturer
Deployed AI-driven demand forecasting and supply chain optimisation for a major consumer goods manufacturer distributing across Southeast Asian markets. The system generates SKU-level demand forecasts by market, optimises production scheduling against capacity constraints, and automates distributor replenishment planning to reduce both stockouts and excess inventory.
Education & Sports Science
Singapore
AI Movement Assessment for Early Childhood Athletic Development
Developed a mobile-based AI system that assesses Fundamental Movement Skills (FMS) in young children using computer vision, replacing manual coach observation with automated, objective measurement. The system captures video of children performing movement tasks, analyses biomechanical patterns, and generates developmental assessments that inform coaching programmes — enabling scalable identification and nurturing of athletic potential from early childhood.
Telecommunications
Japan & Asia-Pacific
AI Customer Service and Network Operations for a Telecommunications Company
Deployed AI-powered customer service automation and network operations intelligence for a major telecommunications company. The system handles subscriber inquiries across voice and digital channels, automates service provisioning and fault resolution for common issues, and provides network operations teams with AI-driven incident correlation and root cause analysis.
Facilities Management
Singapore
AI Tree Hazard Detection for Urban Facilities Management
Developed a computer vision system that analyses aerial and ground-level imagery to identify trees vulnerable to storm damage in urban environments. The system assesses tree health indicators, structural risk factors, and proximity to infrastructure, generating prioritised risk maps that enable proactive tree management before storm events — replacing reactive post-storm cleanup with preventive intervention.
Conservation & Animal Welfare
Asia-Pacific
AI Animal Welfare Monitoring for Zoological and Conservation Facilities
Deployed a computer vision system for continuous animal welfare monitoring across zoological and conservation facilities. The system analyses video feeds to track individual animal behaviour patterns, detect health anomalies, and generate welfare assessments — enabling 24/7 monitoring that supplements periodic keeper observations with continuous, objective, data-driven welfare intelligence.
Corporate Finance
Asia-Pacific
AI Corporate Treasury Management for a Multi-National Enterprise
Deployed AI-powered treasury management for a multi-national enterprise operating across eight Asian currencies. The system automates cash flow forecasting, FX exposure analysis, and hedging strategy recommendation, replacing manual treasury processes that consumed senior finance staff time and were constrained by the complexity of multi-currency, multi-entity cash management.
Logistics & Warehousing
Singapore & Malaysia
AI-Powered Warehouse Operations and Delivery Routing for a Logistics Provider
Deployed AI-driven warehouse operations and delivery routing optimisation for a regional logistics provider managing multiple warehouse facilities and a fleet of delivery vehicles. The system automates inventory placement optimisation, pick-path routing, workforce scheduling, and last-mile delivery routing — transforming warehouse operations from experience-dependent manual processes to data-driven, continuously optimised workflows.