Retail / FMCG
Out-of-stock gaps costing sales daily
A distributor with products in 200+ stores had no visibility on shelf stock until the weekly audit report — by which time sales were already lost.
Deployed computer vision shelf monitoring across store network. AI detects OOS gaps in real time and alerts the nearest field rep automatically.
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Same-day stock replenishment instead of weekly
Field Operations
Field team reporting taking 3 hours daily
A facilities company had 40 field staff spending significant time each day filling in manual reports, tracking jobs on paper, and sending update messages.
Built WhatsApp-native operations platform. Field workers update job status conversationally. Reports auto-generate and send to managers at end of day.
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Field reporting time reduced from hours to minutes
E-Commerce
High cart abandonment and low repeat purchase
An online retailer had strong first purchases but poor retention — customers didn't feel connected to the brand and had no reason to return.
Deployed conversational AI that remembers each customer's history, preferences, and life context. Every return visit starts with a personalised, relevant experience.
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Significant increase in repeat purchase rate
Healthcare
Patient intake and document processing bottleneck
A clinic group was processing patient forms, referral documents, and insurance paperwork manually — creating delays and data entry errors.
Deployed document intelligence AI to extract, classify, and validate information from incoming patient documents automatically.
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Document processing time cut by over 70%
Facility Management
Reactive maintenance causing costly downtime
An FM company managing multiple enterprise sites was responding to equipment failures after they occurred — resulting in SLA breaches and expensive emergency repairs.
Implemented predictive maintenance AI connected to IoT sensors. System identifies failure patterns and schedules preventive maintenance before breakdown.
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Shift from reactive to predictive maintenance
Retail / FMCG
Planogram compliance impossible to verify at scale
A CPG brand couldn't verify that in-store promotional displays matched the agreed planogram across hundreds of retail locations nationwide.
Computer vision solution analyses shelf photos captured by field reps and automatically checks layout, facing counts, and promotional material placement against planogram.
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Full planogram compliance visibility across all stores
Logistics
Manual delivery confirmation creating disputes
A logistics company had frequent disputes over delivery confirmation — drivers claimed delivery, customers claimed non-delivery, with no reliable digital trail.
Built AI-assisted delivery confirmation system via WhatsApp. Drivers capture photo proof, AI validates and timestamps, customer receives automated notification.
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Delivery disputes reduced dramatically
Healthcare
Appointment no-shows disrupting clinic revenue
A busy clinic was losing significant revenue to appointment no-shows — the manual reminder system was unreliable and follow-up depended on individual staff.
Deployed conversational AI reminder and rescheduling system via WhatsApp. AI sends reminders, handles rescheduling requests, and fills vacated slots from a waitlist automatically.
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No-show rate reduced significantly
SME Operations
No visibility on team activity across multiple sites
An SME with staff across several locations had no real-time view of who was where, what was being worked on, or what had been completed each day.
WhatsApp-native operations platform with geo-check-in, task tracking, and automated daily summary reports to management — with zero app installation required.
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Full real-time operational visibility achieved