Conversational AI Systems Connected to Real Business Workflows
Conversational AI is the interface. The production system behind it — CRM integration, business logic, human approval, audit trails — is the product.
NorthFlow builds conversational systems that work across web chat, WhatsApp, voice, and internal tools, with consistent context and identity.
What Conversational AI Covers
Website Assistants
24/7 website chat that answers questions, qualifies leads, checks availability, and routes to human sales or support teams with context.
Support Assistants
Tier-1 customer support that triages issues, retrieves order/account information, proposes resolutions, and escalates complex cases.
Sales Assistants
Conversational sales interfaces that qualify leads, answer product questions, propose meeting times, and schedule appointments with approval gates.
WhatsApp Automation
WhatsApp Business API integration for confirmations, recalls, payment reminders, reactivation campaigns, and two-way customer conversations.
Voice AI
Phone-based conversational AI for inbound reception, qualification, booking, support, and outbound campaigns with full call transcription.
Internal Assistants
Employee-facing conversational tools for knowledge retrieval, data lookup, workflow initiation, and system navigation.
Multi-Channel Context
A customer may start on web chat, continue on WhatsApp, and call for support. Production conversational AI maintains identity, context, and conversation history across channels.
Identity and Context
Production conversational AI understands who is speaking, what they've discussed before, and what they're authorized to do.
Backend Tool Execution
Conversational AI is not limited to answering questions. It can use tools to perform business actions with appropriate controls.
Human Handoff
The system knows when to involve a human and passes full context, not just a transcript.
Uncertainty
When the AI is not confident in its response or the request is ambiguous.
Policy Violation
When a request conflicts with defined business rules or compliance requirements.
Sensitive Action
When an action requires explicit human approval (refunds, cancellations, data changes).
Commercial Exception
When a request falls outside standard pricing, terms, or authorization levels.
Customer Frustration
When sentiment analysis indicates customer dissatisfaction or repeated failed attempts.
Permissions
When the customer lacks authorization for the requested action.
Related Services
Discuss Your Conversational AI System
Tell us about the conversational experience you want to build. We'll review the channels, workflows, and integration requirements.
Tell us what needs to work better.
Give us the current workflow, the systems or people involved, and what you want to improve. We'll review the context and determine where conversational AI could genuinely help.
Prefer to reach out directly?
Have a workflow worth rebuilding?
Tell us what happens today, which systems are involved and what needs to improve. NorthFlow will review the workflow and suggest a suitable next step.
Founder-led delivery · Existing systems first · Available internationally