Case studies

Real operational transformation

A look at how teams have moved from manual operations to intelligent, connected systems.

CASE / 01
Retail

From 4 disconnected channels to one inbox

−68%avg response time
Challenge

Customer messages scattered across WhatsApp, email, Instagram and web chat — agents spending hours switching tools.

System implemented

Customer Support Suite + WhatsApp Platform + AI triage

Transformation

Unified inbox with AI-routed conversations, knowledge-base auto-replies, and full conversation history per customer.

CASE / 02
Logistics

Automated order updates on WhatsApp

120kmsgs/month, zero manual sends
Challenge

Manual SMS dispatch for 4,000+ daily orders, no delivery confirmations, and a swamped support team.

System implemented

Workflow Automation Engine + WhatsApp Platform + CRM integration

Transformation

Event-driven WhatsApp notifications for every order stage, two-way customer interactions, and integration into the existing logistics CRM.

CASE / 03
Professional Services

AI triage handles 9 of 10 enquiries instantly

92%auto-resolved
Challenge

Senior staff fielding repetitive client questions; intake forms with high drop-off and slow follow-up.

System implemented

AI Operations Assistant + Integration Hub

Transformation

AI assistant resolves common queries from the knowledge base, escalates only edge-cases, and syncs every interaction with the CRM.

CASE / 04
Healthcare

Centralized patient communication

−42%no-shows
Challenge

Appointment reminders and patient queries handled by phone — high no-show rate and overloaded reception.

System implemented

WhatsApp Platform + Workflow Automation Engine

Transformation

Automated appointment reminders, two-way confirmations, and rescheduling flow — all logged to the practice management system.

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