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Conversational AI · Enterprise NLP Platform

The conversational AI platform that resolves, not just deflects

ChatNext powers conversations across WhatsApp, web, voice, Telegram, and Teams for fifty-plus enterprise customers across three continents. The differentiator is action — bots that call your APIs to actually do the thing the customer asked, not bots that route them back to a phone queue with a slightly better mood. Four years of production traffic, three million-plus monthly conversations, twelve languages including the African and Gulf-Arabic dialects others get wrong.

3M+
Monthly conversations served
94%
Intent classification accuracy
12+
Languages in production
48h
Channel deployment time
Live across 3 continents
The product

ChatNext — in the browser

cx.mindmap.local · ChatNext⌘K
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WhatsApp Banking · EN/AR
● online · sovereign
session 0x91A2
What's my balance?
Your current balance is AED 42,850.00. 2 pending transactions totalling AED 1,200.
Transfer AED 500 to Ahmed Al Rashid
Confirming AED 500 → Ahmed Al Rashid (AE07…3456). Reply YES to confirm.
YES
✓ Done. Ref TXN-20260521-8821. New balance: AED 42,350.00
76%
Containment rate
67%
First-contact resolution
94%
Intent accuracy
4.5/5
Bot CSAT
Capabilities

What ChatNext does

One bot, every channel

WhatsApp Business API, web widget, Telegram Bot API, Facebook Messenger, Microsoft Teams, voice via Twilio or AWS Connect, and email — all served by a single intent model, knowledge base, and action framework. Adding a new channel is a configuration change taking hours, not a parallel project taking months.

RAG-grounded knowledge

Answers to factual questions are grounded in your private knowledge base — product documentation, policies, FAQs, regulatory guidance — with retrieval returning source paragraphs as citations and an answerability classifier that escalates rather than confabulates when coverage is thin. Hallucination rates below one percent in production banking deployments.

Low-code conversation studio

Visual intent builder, conversation flow designer, response template editor, and live testing harness — usable by your product and business teams without ML expertise. Engineering retains control of integrations, security, and deployment. The separation makes the platform sustainable without an embedded vendor team.

Core banking and CRM integration

Pre-built connectors to Temenos T24 and Transact, Finacle 10, Flexcube, Salesforce Service Cloud, Microsoft Dynamics, Zendesk, Freshdesk, ServiceNow, and the major contact-centre platforms. REST, SOAP, and ISO 20022 for the cases where the integration is bespoke. Authentication delegated to your IDP so the bot never sees credentials it does not need.

Multilingual including the hard languages

Production-grade support for Arabic (Gulf, Levantine, and MSA), English, French, Swahili, Hausa, Yoruba, Hindi, Urdu, Bengali, Tamil, Bahasa, and Portuguese. We fine-tune on your historical conversation logs so the bot speaks like your customers do, not like a generic translation engine trained on US English speech patterns.

12+ languages in production

Human handoff with full context

Escalations to live agents come with the conversation transcript, the customer's identified intent, actions already attempted, the customer's identity from your IDP, and the suggested next-best action. The agent picks up where the bot left off — not where the customer started thirty minutes ago. Integrated into Zendesk, Freshdesk, Salesforce Service Cloud, ServiceNow, and custom CRMs.

How It Works

From start to value in 4 steps

01

Configure intents

Map your priority customer journeys in the visual studio — from a starting position of curated patterns drawn from our existing banking, telecom, and retail deployments. Thirty minutes to a first working bot on three intents.

02

Connect data and APIs

Wire to your knowledge base, FAQ corpus, and action APIs through pre-built connectors. Authentication via your IDP, audit logs to your SIEM, rate limits and circuit breakers configured per downstream system.

03

Test and tune on real traffic

Run the bot in shadow mode against live customer conversations for two weeks, scoring intent classification and would-be-resolution rates without affecting actual customers. Misclassifications and gaps fixed before any customer touches it.

04

Deploy and monitor

One-click publish across the configured channels. Live analytics dashboard tracks containment, resolution, CSAT, and unresolved-question patterns. Weekly tuning sprints add intents, refine responses, and extend integrations as production traffic surfaces edge cases.

Technology

Built on proven enterprise tech

NLP engine
Rasa Open Source
LangGraph
spaCy NER
Multilingual BERT
Custom LLM fine-tunes
Vector similarity
Channels
WhatsApp Business API
Twilio Programmable Voice
Telegram Bot API
Facebook Messenger
Microsoft Teams
Web SDK
Core banking and CRM
Temenos T24 / Transact
Finacle 10
Flexcube
Salesforce Service Cloud
Zendesk / Freshdesk
ServiceNow
Analytics and operations
Conversation analytics
Intent heatmaps
A/B testing framework
Sentiment tracking
Prompt-injection detection
Containment dashboards
"ChatNext handles sixty-seven percent of our inbound contact across WhatsApp, web, and voice. We launched with three intents in Swahili and English on a Friday; six months later we cover twenty-three intents in four languages and our NPS has gone up eighteen points. The bot resolves issues. It does not just survive them."
Head of Digital Banking, Tier-1 East African Bank
Deployment

Deploy how you need it

Managed SaaS

MindMap-hosted on SOC 2 Type II and ISO 27001 certified infrastructure with regional residency, ninety-nine point nine percent SLA on platform availability, twenty-four-seven monitoring, and quarterly enhancement waves. Best for rapid deployment without infrastructure investment.

Customer cloud

Deployed in your AWS or Azure tenant. Full data residency for regulators that require it; MindMap operates under SLA. Includes integration with your identity provider, your SIEM, and your customer-data platform.

On-prem and air-gapped

Full deployment inside your data centre with no outbound internet — including sovereign LLM inference on your GPUs. Suitable for central banks, government agencies, and regulators where any cloud connection is precluded by mandate.

ChatNext — Ready to Deploy

Get a demo and see how it fits your stack.

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Talk to the product team