MK Assist — AI Customer Operations & WhatsApp Platform
Muzammal Hussain
MK Assist — AI Customer Operations & WhatsApp Platform
MK Assist is an enterprise AI customer operations platform built for South African businesses. Starting natively on WhatsApp, it allows businesses to connect business numbers, train custom AI assistants using approved knowledge bases, auto-answer routine enquiries, and seamlessly route complex conversations to human agents.
"Every enquiry, properly handled — bridging automated AI resolution with seamless human handoff workflows on WhatsApp."
Core Tech Stack & Tools
Next.js 16 • React 19 • Tailwind CSS 4 • TypeScript • Node.js • Socket.io-client • Axios
MK Assist public landing page highlighting AI customer operations for businesses.
System Architecture & Message Flow
The frontend is engineered using Next.js App Router with a secure BFF (Backend For Frontend) proxy pattern. Incoming WhatsApp customer messages are processed by the backend AI knowledge base: routines are auto-answered while complex inquiries trigger instant socket-driven handoff notifications to human agent queues.
Real-Time Inbox & Human Handoff Workspace
The conversation workspace gives teams live visibility into customer threads. Agents can monitor AI status, take over chats to pause the bot instantly, reply directly with attachments, and resolve threads to hand control back to the AI assistant.
The live conversation management interface featuring real-time messaging, AI status badges, and manual take-over controls.
Business Dashboards & Profile Configuration
Business owners get a unified dashboard providing granular metrics on conversation volume, AI resolution rates, WhatsApp connection status, and company profile configurations.
The Business Owner Dashboard and Business Details configuration panels.
Knowledge Base Management & Performance Analytics
To ensure the AI answers accurately, businesses manage structured FAQs and source files through a dedicated knowledge CRUD interface. This pairs with deep analytics dashboards tracking daily message volumes, AI vs. team resolution splits, and average response times.
Knowledge Base CRUD management tools alongside comprehensive analytics reporting metrics.
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Posted Oct 27, 2026
AI customer operations platform for South African businesses. Features automated WhatsApp knowledge bases, human handoff queues, and real-time chat.
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Timeline
Mar 1, 2026 - Aug 31, 2026
