Real engagements.
Real numbers.

Hong Kong Property Developer: Document AI Cuts Lease Extraction Time by 82%

Malaysia Private University: AI Student Advisor Handles 73% of Support Queries Without Escalation

Taiwan B2B SaaS: AI Codebase Assistant Reduces Time-to-First-Commit by 55%

Singapore Public Agency: AI Triage Cuts Case Resolution Time by 41%

A cross-Asia retail group converts four stalled pilots into a US$28M Center of Excellence in nine months

• US$28M
  Annualised gross benefit (3 projects)
• 4.4x
  CoE first-year payback

Singapore healthcare network returns 1 hour per clinician per day with documentation copilot

• 1 hr/day
  Returned per clinician (1,400 clinicians)
• 21.8M
  Additional patient-facing minutes/year

Hong Kong professional-services firm cuts new-hire ramp from 4 months to 6 weeks with RAG copilot

• 4mo -> 6wk
  New-hire time-to-productivity
• 89%
  Reduction in precedent-search time

A Ho Chi Minh City fintech cuts KYC time 91% and fraud loss 65% with an explainable trust stack

• 91%
  Reduction in time-to-onboard
• -65%
  Fraud loss as % of disbursed volume

A Jakarta agribusiness lifts grader agreement to 92% and opens EUDR-compliant European contracts

• 92%
  Inter-grader agreement (was 71%)
• -64%
  Farmer-disputed grades

A Kuala Lumpur logistics operator lifts on-time delivery to 93% with driver-trained route optimisation

• 93.1%
  On-time delivery (was 84.6%)
• 90 min
  ETA window (was 4 hours)

A Shanghai consumer-goods company doubles email open rate with PIPL-compliant personalisation

• 21.3%
  Email open rate (was 11%)
• 4.2%
  Click-through (was 1.7%)

A Taipei semiconductor supplier lifts wafer yield 5.4 points with engineer-annotated excursion detection

• +5.4pp
  Yield improvement (71% to 76.4%)
• 83%
  Reduction in mean time to detect

A Seoul electronics manufacturer expands supplier-risk coverage 300% with a procurement copilot

• 300%
  Expansion in supplier-risk coverage
• 74%
  Reduction in analyst time per review

A Tokyo industrial conglomerate sequences predictive maintenance and computer-vision QC, cutting downtime 64%

• 64%
  Reduction in unplanned downtime
• 81%
  Defect-escape rate reduction

A Singapore wealth manager rebuilds 320 RM workflows with a RAG copilot, recovering 68% of review time

• 68%
  Reduction in time per portfolio review
• 51%
  Increase in client touchpoints

Cutting handle time 43% at a Hong Kong retail bank with a guarded customer-service assistant

• 43%
  Reduction in average handle time
• 38%
  Chat deflection on trained intents