Business ConsultingSembcorp, India
Early-warning signal system for hazard protection using computer vision and ML.
810labour hours saved
47%higher efficiency
~$1Mcost savings
Home / AI Transformation / Customers
Enterprise AI case studiesResults, not demos.
Outcomes that show up on the P&L.
Engagements across banking, telecom, energy, manufacturing and fleet
BarclaysRakuten
POCs and solutions built for partners.
Outcomes
In their numbers, not ours.
Embark Water, India
Prevent water theft at dispensing ATMs and forecast supply and demand across hub-and-spoke distribution.
12,000 Ltheft prevented per site
84%higher efficiency
$1M+saved, 42 sites
Purchase-to-pay exceptions
The ERP missed 20%+ of matches. An invoice teammate now sorts every exception.
$3Mprojected annual saving
$250Kopportunity per month
$6saved per exception
Smart ticket triaging for Zendesk
NLP scores sentiment, urgency, topic and language, then updates priority and routing automatically.
27%fewer tickets
3x+return on investment
Autorouting & drafts
Customer churn prediction
Models compared on 7,043 customers; SVM selected and predictions fed to retention campaigns.
91.7%accuracy
0.97recall
0.92precision
Rakuten
Wiki Voice smart dashboard, helmet and safety-kit detection, and an AI barcode scanner for inventory.
Fasterticket resolution
Saferworker monitoring
Smarterinventory
Case studies and solution briefs
Nine industries. Nine stories.
Each download: the full story, plus the slides behind it.
BFSI
Case studyPurchase-to-pay exception handling
Healthcare
Solution briefAI screening and the prior-auth swarm
Telecom
Case studyCustomer churn prediction
Gaming
Solution briefPlayer retention & integrity swarm
Manufacturing
Case studyEarly-warning hazard protection
Fleet & Logistics
Solution briefFleet operations swarm
Energy & Utilities
Case studyWater-theft prevention and demand forecasting
Legal & eGov
Solution briefCase & contract swarm with Lexa
Real Estate & Infrastructure
Solution briefGenerative design & cost optimization platform
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