01 · MANUFACTURING
Vision and intelligence on the factory floor.
Defect detection, predictive maintenance, and machine efficiency optimization — turning production data into measurable yield improvements.
Pain points
- Defects caught only post-dispatch
- Unplanned machine downtime
- Manual QA slowing throughput
What we deploy
- Vision AI for real-time QA
- Predictive maintenance models
- OEE + line-balancing analytics
- PPE + safety monitoring
37%downtime reduction
2.4×throughput improvement
99.1%defect detection
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02 · WAREHOUSING
Smarter storage, faster picking, fewer errors.
AI-driven slotting, replenishment intelligence, and computer-vision picker assist — at warehouse scale.
Pain points
- Pick errors driving returns
- Inefficient slot layouts
- Stockout/overstock surprises
What we deploy
- AI slot optimization
- Vision picker verification
- Replenishment forecasting
- Warehouse health analytics
73%fewer pick errors
2.4×pick throughput
22%fewer stockouts
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03 · LOGISTICS
Route, fleet, and exception intelligence.
From route optimization to exception handling — AI agents coordinating across drivers, dispatchers, and customers.
Pain points
- Manual dispatch decisions
- Last-mile exception chaos
- Customer in the dark on ETAs
What we deploy
- AI route optimisation
- Fleet health monitoring
- Exception triage agents
- WhatsApp customer comms
18%fuel cost reduction
6×faster exception triage
+22ptCSAT lift
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04 · HEALTHCARE
Patient access, clinician productivity, compliance baked in.
Triage chat, appointment intelligence, document automation — and clinical co-pilot tools that stay in their lane.
Pain points
- 30%+ no-show rates
- Reception buried in scheduling
- After-hours access gap
What we deploy
- WhatsApp triage + booking
- Reminder engine
- Clinician co-pilot
- Document + insurance OCR
68%fewer no-shows
22minsaved per consult
24/7patient access
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05 · RETAIL
Conversational commerce + demand intelligence.
WhatsApp AI for shoppers, demand forecasting for buyers, post-purchase agents for retention.
Pain points
- Cart abandonment leaking revenue
- Demand forecasting by gut
- Support costs eat margin
What we deploy
- WhatsApp store concierge
- Cart recovery automation
- Demand forecasting AI
- Returns & refund agent
22%cart recovery
+18%repeat purchase
60%support auto-resolved
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06 · HOSPITALITY
AI concierges across every guest channel.
Booking, upsell, in-stay requests, and post-stay follow-up — handled by AI agents across WhatsApp, email, voice.
Pain points
- Front desk overwhelmed at check-in
- Direct booking conversion low
- Guest requests lost across channels
What we deploy
- AI concierge (WhatsApp + web)
- Voice booking agent
- Upsell + cross-sell automation
- Review request orchestration
3.2×direct booking rate
+24%upsell capture
+38ptguest NPS
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07 · EDUCATION
Admissions, learning, parent comms — automated.
Enrolment funnels, AI tutors, parent communication automation. Across schools, coaching, edtech.
Pain points
- Admissions team buried in queries
- Parent comms fragmented
- Drop-out signals missed
What we deploy
- Admissions WhatsApp agent
- AI tutor (custom syllabus)
- Parent broadcast + reply
- At-risk student early warning
5.4×application throughput
92%parent reply rate
+14%retention
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08 · FINANCE
KYC, collections, ops — AI inside compliance lines.
Document AI for KYC, voice agents for collections, intelligent ops for lending, insurance, and wealth.
Pain points
- Slow KYC = lost applications
- Manual collections expensive
- Customer queries 24/7 unanswered
What we deploy
- AI document KYC
- Voice collections agent
- Onboarding chat agent
- Customer support concierge
4.2×KYC throughput
3.6×collections recovery
24/7support availability
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