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Case Study · WhatsApp AI

WaFlow

WhatsApp AI for Service SMBs in Morelia

WhatsApp Business penetration in Mexican SMBs is north of 80%. Email is for invoices and government notices. WaFlow meets customers where they actually are: a bilingual AI assistant that handles appointments, payments, order status, and customer service entirely inside WhatsApp — built for service businesses in Morelia where every owner is already too stretched to answer the same five questions a hundred times a day.

WhatsApp

Channel

ES / EN

Languages

<5s

Response Time

Days

Setup Time

Core Features

WhatsApp-Native UX

Customers never leave WhatsApp. Booking, payments, status updates, and customer service all happen inside the chat that they already use every day.

Bilingual Conversations

Spanish or English per-customer, automatically detected from the first message. Templates pre-approved by WhatsApp Business in both languages.

Appointment Management

Books, confirms, reschedules, and reminds. Honors business hours, blackout dates, and per-service durations without human intervention.

Payment Collection

Sends payment links inside the conversation, confirms receipt, and triggers next-step workflows automatically — no separate POS or follow-up needed.

Order Status Updates

Customers ping &quot;¿ya está?&quot; and the agent answers from the live order log. Owners stop being interrupted by every status check.

CRM Integration

Every conversation becomes a CRM entry: customer profile, service history, payment record, and conversation log searchable from a web dashboard.

Tech Stack

PythonClaude HaikuFastAPIWhatsApp Cloud APIPostgreSQLPydantic

Want WhatsApp AI for your business?

We build WhatsApp-first agents tuned to Mexican service SMBs. Bilingual, low-latency, and template-compliant from day one.