Case Studies

Real-world results from businesses like yours, using our Align-Build-Commit framework.

Micro Businesses

Boutique Marketing

Micro

Challenge: Manual proposal creation took 15 h/week.

Outcome: Automated templates boosted proposals from 2 → 10/week.

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  • ½-day Align workshop
  • Short-listed 3 automations
  • Zapier-based generator
  • ROI in 6 weeks; 4 new clients

Small Businesses

Regional E-com

Small

Challenge: 3 % conversion, low personalisation.

Outcome: Recommendation engine lifted to 5.5 %.

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  • Shopify-integrated recommendation engine
  • Email personalisation model
  • +2.5 pp conversion; +15 % opens
  • 3× ROI in 90 days

SME Businesses

EcoSupply Co.

SME

Challenge: 20 % stock-outs.

Outcome: Forecasting cut stock-outs by 85 %.

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  • ERP-integrated ML forecasting
  • Real-time dashboards
  • 85 % fewer stock-outs; 4× ROI

Enterprise Businesses

DBS Bank

Enterprise

Challenge: Fragmented data & limited governance.

Outcome: 800+ models in production; SGD 370 M impact.

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  • Lakehouse architecture & MLOps
  • 9 000+ Data Heroes trained
  • PURE ethics framework
  • 350+ use cases deployed