Proven Results

Real AI Impact for
Real Enterprises

Explore how AI Force Singapore has helped enterprises across Asia-Pacific unlock measurable business value through intelligent AI solutions — with hard numbers, not just headlines.

Client Success Stories

AI in Action: Our Work Speaks

Each engagement is built around clear business outcomes. Here’s what we’ve delivered for our clients across six industries.

Financial Services Featured

Real-Time Fraud Detection • Machine Learning

How a Regional Bank Cut Fraud Losses by 73% with Real-Time AI Scoring

A Singapore-headquartered regional bank was losing millions annually to sophisticated card fraud and account takeover attacks. Legacy rule-based systems triggered high false-positive rates, frustrating genuine customers. AI Force deployed a real-time ML scoring engine processing 50,000+ transactions per second, reducing fraud losses by 73% while simultaneously cutting false positives by 58%.

73% Fraud Loss Reduction 58% Fewer False Positives SGD 12M Annual Savings

Healthcare

Medical Imaging • Computer Vision

AI Radiology Assistant Reduces Diagnostic Turnaround by 64%

A public hospital network deployed our AI-assisted radiology system across three facilities, enabling radiologists to process chest X-rays 64% faster with 97.2% sensitivity for critical findings.

97.2% Sensitivity 64% Faster Turnaround

Retail

Demand Forecasting • Machine Learning

Omni-Channel Retailer Reduces Overstock by 41% with AI Demand Forecasting

A 200-store ASEAN retailer replaced spreadsheet planning with our AI forecasting engine, achieving 92% accuracy across 18,000 SKUs and freeing up SGD 8M in working capital tied up in excess inventory.

41% Overstock Reduction SGD 8M Capital Freed

Manufacturing

Predictive Maintenance • ML • IoT

Semiconductor Manufacturer Eliminates 62% of Unplanned Downtime with Predictive AI

Deploying IoT sensor fusion and LSTM time-series models on 340 production assets, we predicted failures 72 hours in advance, saving USD 4.2M in annual downtime costs at a leading wafer fabrication plant.

62% Downtime Reduction USD 4.2M Saved/Year

Logistics

Route Optimisation • ML

Last-Mile Logistics Provider Cuts Delivery Costs by 23% with AI Route Optimisation

A regional 3PL processing 85,000 daily deliveries deployed our reinforcement-learning route engine, reducing average route distance by 18% and fuel costs by 23% while improving on-time delivery to 96.4%.

23% Fuel Cost Reduction 96.4% On-Time Delivery

Government

Citizen Services • NLP • Automation

Government Agency Automates 80% of Citizen Enquiries with AI Virtual Agent

A Singapore government agency handling 2M+ annual citizen enquiries deployed our multilingual NLP virtual agent, automating 80% of queries and reducing average handling time from 4.2 minutes to 28 seconds.

80% Automation Rate 93% CSAT Score

Financial Services

Credit Scoring • ML • Data Engineering

Digital Lender Improves Loan Approval Accuracy by 38% with Alternative Data ML

A fintech lender serving the underbanked used our alternative data ML models to expand credit access while improving default prediction accuracy by 38% and reducing NPL ratio by 2.1 percentage points within 6 months.

38% Better Accuracy 2.1pp NPL Improvement

Retail

Personalisation • NLP • Recommendation AI

E-Commerce Platform Lifts Conversion 28% with AI Personalisation Engine

A leading Southeast Asian e-commerce platform deployed our real-time personalisation engine across 12 million monthly users, increasing add-to-cart rate by 35% and conversion rate by 28%.

28% Conversion Lift 35% Add-to-Cart Increase

Manufacturing

Computer Vision • Quality Control

F&B Manufacturer Achieves 99.4% Defect Detection with Vision AI

Replaced manual visual inspection at four production lines with our edge-deployed computer vision system, achieving 99.4% defect detection at 1,200 items/minute — 6× faster than manual inspection.

99.4% Detection Rate 6× Faster Inspection

“AI Force didn’t just build a model — they understood our business, our data, and our risk appetite. The fraud engine they delivered has become a genuine competitive differentiator for our bank. The ROI was evident within the first quarter of go-live.”

Chief Technology Officer

Regional Commercial Bank, Singapore

Aggregate Impact

The Numbers Behind Our Work

Across every engagement, we track one thing above all else: measurable business value delivered to our clients.

150+

Projects Delivered

Across 6 industry verticals

3.8×

Average ROI

Within 12 months of go-live

9 wks

Avg. Time to Production

From kickoff to live system

98%

Client Satisfaction

Post-project NPS surveys

Projects by Industry

Typical Project Outcomes

Average accuracy improvement +34%

Average process cost reduction -41%

Median time to first production value 6 weeks

Client retention / repeat engagement 87%

Models still running after 2+ years 94%

How We Deliver Results Reliably

Discover

Deep-dive into your data, systems, and business objectives

Architect

Design the solution, validate feasibility, align stakeholders

Build & Train

Engineer, train, and rigorously test in your environment

Deploy

Go live with confidence — monitored, governed, production-grade

Optimise

Continuous improvement, retraining, and compounding ROI

● Your Success Story Starts Here

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Real AI Impact for Real Enterprises