Omnichannel AI customer service systems
Unify WhatsApp, web, and social enquiries with enterprise knowledge, CRM context, response drafts, and human handoff.
- 01Centralise channels and conversation history
- 02Prepare consistent responses using knowledge and CRM context
- 03Set routing, priority, and human handoff rules
Technology should fit the workflow, not the other way around
Customer service AI should help teams understand conversations, find the right context, and prepare responses while people retain ownership of complaints, exceptions, and commitments.
Prepare consistent responses using knowledge and CRM context
Set routing, priority, and human handoff rules
From discovery to a manageable operating system
Each stage has a clear output, owner, and decision about what happens next. This methodology applies across all solutions, not just one product.
- 01
Clarify the business goal, current workflow, and responsible roles
- 02
Map data sources, system connections, and access requirements
- 03
Validate the workflow and human approval points with a focused prototype
- 04
Improve, monitor, and expand based on real usage
Connect reliable sources with clear boundaries
The design identifies what data can be used, where it comes from, which version is current, and which external actions require additional authority.
Important decisions retain a clear owner
Low-confidence cases, sensitive information, exceptions, and external commitments enter a defined review or handoff workflow rather than being left to the model.
How it works in practice
A retail shop gets 200+ WhatsApp enquiries daily. AI agents auto-classify, reply to FAQs, update CRM, and handoff complex cases to humans.
Frequently asked questions
Which channels are supported?+
WhatsApp, web chat, social media, and email — all unified in one interface.
Can it hand off to human agents?+
Yes — complex cases, escalations, and commitments are routed to human staff.
Does it integrate with our existing CRM?+
Yes — we connect to popular CRM platforms to provide context-aware responses.
Want to see how this could fit your organisation?
Tell us about the current workflow, the information involved, and what you want to improve.