From customer signal to measurable business outcome.
Customers reach you through chat, messaging, and campaigns. Staff juggle replies, bookings, loyalty records, and customer context across tabs and spreadsheets.
Mirai replaces that chaos with a deterministic, auditable operating loop. Every signal follows the same path — so outcomes are correct, repeatable, and attributable at any scale.
Step-by-step: what happens when a customer messages you
A WhatsApp message comes in
A customer texts to book an appointment, check their points balance, or ask about a voucher. Mirai treats WhatsApp as the primary operating channel.
Mirai receives it through your connected WhatsApp Business account and routes it safely into your workspace - with full context preserved, so nothing gets lost.
- Built around the official WhatsApp Business Platform
- Messages arrive safely with sender context intact
- Each business sees only its own conversations
Atlas reads it and knows what to do
Atlas analyses the message and figures out the customer's intent — not just keywords, but what they actually need.
It checks the customer's account, looks up your business knowledge, and decides: handle it automatically or flag it for a human. It knows when it does not know enough.
- Understands what customers want — not just what they type
- Uses your own knowledge base to give accurate answers
- Flags for a human when it is not confident enough
The right thing happens — correctly
Points get added. Appointments get confirmed. Vouchers get issued. All safely, all in the right record.
Capacity is checked before any booking is confirmed. Financial operations require human approval. Every action is written to an immutable ledger — so nothing drifts, even at peak load.
- Loyalty and voucher operations are always accurate
- No double-bookings — capacity is locked in real time
- Full record of every action for your audit trail
Your team steps in — with full context
When Atlas flags something, or a customer asks for a person, the conversation lands in your operator inbox with everything your team needs to respond immediately.
Your operator sees the full conversation history, the customer's profile, and what Atlas did — so the customer never has to repeat themselves.
- AI flags what needs human attention — with full context
- One inbox for WhatsApp-first customer operations
- Smooth handover from AI to your team
The customer gets their answer
A booking confirmation. A voucher code. An updated points balance. A reply from your team. Through the same channel they messaged from.
Every response is correct and on-brand. No app to download. No new behaviour to learn. Just fast, reliable service that reflects well on your business.
- Sent through the same channel the customer used
- Structured confirmations for bookings and transactions
- Promotional messages only go to opted-in customers
Why this matters for operators
Customer expectations are higher than ever. Staff capacity is finite. And every missed handoff, double-booking, or untracked voucher costs you real revenue.
Mirai gives you:
- Reduce manual work at the front desk
- Eliminate errors in loyalty, vouchers, and bookings
- Respond faster without hiring more staff
- Scale customer volume without losing control
It's not about automating conversations.
It's about running WhatsApp-first operations properly - with a clear path to other approved channels.