SquillionConnect

Governed AI agents for your business.

SquillionConnect is a governed AI agent platform that reasons, retrieves, and acts within the boundaries you set. Deploy AI agents across WhatsApp, Teams, Slack, and web chat — grounded in your data, compliant by architecture.

AI Agents

AI-powered agents that reason and act across every channel — constrained to what your business allows, nothing more.

Automation Studio

Visual flow builder with 57 industry templates. Drag, connect, and deploy multi-step automations without writing code.

Governed Architecture

Three-layer governance that keeps AI accurate and on-brand. Semantic constraints, business rules, and RAG retrieval in every response.

the AI conversation problem

Every business that tries to automate customer conversations runs into the same wall. The options on the market force a painful trade-off.

Option A

Scripted Chatbots

Rigid decision trees that break the moment a customer says something unexpected. Fast to build. Frustrating to use. Impossible to scale.

Option B

Unconstrained AI

Raw LLMs that hallucinate prices, make up policies, and go off-script. Powerful on paper. Dangerous in production. No governance, no audit trail.

Option C

Messaging Pipes

Platforms that route messages but have no intelligence. Good for broadcasts. Useless when a customer asks a real question.

What you need is AI that reasons, retrieves, and acts — but only within the boundaries you set.

what is SquillionConnect?

SquillionConnect is a governed AI agent platform built by Squillion Technologies (Pty) Ltd. It deploys intelligent AI agents across every customer channel — constrained by your business rules, grounded in your knowledge, and auditable at every step.

It is not a chatbot builder. It is not a messaging tool. It is a platform for deploying AI that behaves exactly as your business intends, every time.

Businesses connect their channels to SquillionConnect, configure their AI agents using natural language and visual flows, and deploy to production in hours — not months.

The platform enforces governance at three architectural layers, ensuring AI responses are always accurate, always compliant, and always auditable.

SquillionConnect integrates natively with WhatsApp via Meta's official Cloud API, and extends to Telegram, Microsoft Teams, Slack, and web chat. Every conversation, tool call, and consent action is logged.

5+ channels supported
57 flow templates
100% POPIA compliant
3 governed layers

three layers. near-zero hallucination.

Most AI platforms offer one thing: a language model. SquillionConnect wraps that model in three reinforcing governance layers that constrain what it can say, what it can know, and what it can do.

Layer 1

Conversational Semantic Layer

Defines the AI's persona, tone, escalation rules, and hard limits. The agent knows what topics it can address, what language it should use, and when to hand off to a human. Configured in plain language by your team.

Layer 2

Business Semantic Layer

Your products, pricing, policies, and processes — structured so the AI can reason about them accurately. Business rules are applied before every response, preventing the agent from improvising where it shouldn't.

Layer 3

RAG Knowledge Retrieval

Retrieval-Augmented Generation grounds every response in your actual documents, FAQs, and knowledge base. The agent cites what it knows, flags what it doesn't, and never fabricates an answer.

How they work together

1 Customer sends a message
2 Layer 1 classifies intent & checks persona constraints
3 Layer 2 applies business rules to candidate response
4 Layer 3 retrieves grounding evidence from knowledge base
5 Governed, accurate response delivered — and logged

key capabilities

AI Agents

Deploy AI agents that understand context, maintain conversation history, and use tools to take action — all within the governance constraints you define. Agents can look up orders, book appointments, qualify leads, and escalate to humans without breaking character.

Automation Studio

A visual flow builder for multi-step business processes. Trigger flows from inbound messages, webhooks, scheduled events, or API calls. Choose from 57 industry-specific templates or build from scratch. No code required.

Omni-Channel Inbox

A unified inbox for WhatsApp, Telegram, Teams, Slack, web chat, email, and voice. Every channel, every conversation, one dashboard. Team members can view, respond, and hand off — with full context on what the AI already handled.

Governed by Design

Three-layer architecture enforces governance at the model level, not just the UI level. Every AI response is constrained by your semantic layer, validated against your business rules, and grounded in your knowledge base before it reaches the customer.

AI Provider Choice

SquillionConnect runs on Anthropic's Claude by default, with support for alternative providers at the enterprise tier. Switch models without rewriting your flows. Your governance configuration travels with the agent, not the model.

POPIA Compliant

Built for South Africa's Protection of Personal Information Act. Consent is captured, stored, and auditable. Data stays within your jurisdiction. Every customer interaction is logged with a full chain of evidence for regulatory review.

how it works

From zero to governed AI in minutes.

1

Connect Channels

Day 1

Link your WhatsApp Business Account, web chat widget, or email address. Guided setup, no technical team required.

2

Configure AI

Day 1

Define your agent's persona, knowledge sources, and escalation triggers in plain language. No prompt engineering needed.

3

Set Governance

Day 1

Upload your product catalogue, pricing, and policies. The semantic layer ensures the AI only says what you have approved.

4

Build Flows

Day 1–2

Select from 57 industry templates or build custom flows in Automation Studio. Connect to your CRM, ERP, or any API.

5

Deploy & Monitor

You're live

Push to production and monitor every conversation in real time. Full agent log, sentiment tracking, and consent audit trail from day one.

what SquillionConnect is — and isn't

SquillionConnect is

  • A governed AI agent platform for customer conversations
  • A visual automation builder with 57 industry templates
  • An omni-channel inbox (WhatsApp, Telegram, Teams, Slack, web, email, voice)
  • A three-layer governance engine that prevents hallucination
  • A RAG-powered knowledge retrieval system
  • A full consent and compliance audit trail
  • Built on Meta's official WhatsApp Cloud API
  • POPIA compliant by architecture

SquillionConnect is not

  • An unconstrained AI that can say anything
  • A rigid, decision-tree chatbot
  • A bulk SMS or broadcast-only platform
  • A social media management tool
  • A grey-route or unofficial messaging service
  • A replacement for your CRM or ERP

built for how your industry works

Technology

  • Tier-1 support deflection
  • SLA-aware incident triage
  • Developer onboarding flows

Healthcare

  • Appointment booking & reminders
  • Pre-consultation intake
  • POPIA-compliant patient comms

Retail

  • Order status & returns
  • Product recommendation agents
  • Abandoned cart recovery

Financial Services

  • Policy & claim status
  • Payment reminders & arrears
  • Regulated disclosure workflows

Real Estate

  • Viewing scheduling
  • Property FAQ agents
  • Tenant maintenance requests

Hospitality

  • Reservation management
  • In-stay guest services
  • Post-stay review collection

Education

  • Enrolment & admissions
  • Assignment deadline alerts
  • Parent communication flows

Manufacturing

  • Supplier query resolution
  • Delivery & logistics updates
  • Field technician dispatch

your AI's business intelligence — generated automatically

SquillionConnect integrates natively with SquillionMeta, Squillion's automated metadata intelligence platform. Together, they create a closed loop: SquillionMeta classifies and documents your data estate; SquillionConnect uses that intelligence to govern every AI conversation.

When SquillionMeta runs across your systems, it produces structured, machine-readable metadata about your business entities, data relationships, and semantic definitions. SquillionConnect's Business Semantic Layer ingests this output directly, keeping agent knowledge current without manual updates.

SquillionMeta's five agents

  • Discovery Agent — finds and catalogues data assets across your estate
  • Classification Agent — assigns sensitivity, domain, and retention classifications
  • Documentation Agent — generates business-readable definitions and lineage
  • Quality Agent — scores completeness, accuracy, and freshness
  • Governance Agent — enforces policy and flags compliance gaps
"Two products. One platform. Your business intelligence feeds your AI agents automatically — no manual wiring, no stale knowledge bases."

enterprise security. compliance by architecture.

Meta Verified

SquillionConnect connects to WhatsApp exclusively via Meta's official Cloud API. No grey-route providers, no unofficial SDKs. Meta Business verification maintained.

POPIA Architecture

Consent is captured, versioned, and stored with a full audit trail. Data subject rights are supported natively. Every personal data interaction is logged against the event ledger.

Data Sovereignty

Customer data stays within your jurisdiction. SquillionConnect is deployed on Azure Container Apps in your preferred region. Credentials are stored in Azure Key Vault — never in plaintext.

Security Controls

Multi-tenant isolation via row-level security. JWT authentication with TOTP two-factor. Role-based access across teams. TLS everywhere. Regular penetration testing.

Deployment options

Squillion-Hosted

For SMEs and mid-market

  • Shared infrastructure (South Africa)
  • Credentials encrypted at rest
  • 90-day audit log retention
  • Best-effort SLA
  • Fastest path to production

Fully Self-Hosted

For sovereign / regulated

  • Dedicated region of your choice
  • Azure Key Vault (your subscription)
  • Custom audit log retention
  • 99.9% SLA with P0 support
  • SSO / SAML included

plans that scale with your business

Starter

  • 1 AI agent
  • WhatsApp channel
  • 5 active automation flows
  • 1 AI provider
  • Up to 1,000 contacts
  • 50 MB knowledge base
  • Standard governance (CSL)
  • Email support
  • Squillion-hosted
  • SquillionMeta available as add-on

Enterprise

  • Unlimited AI agents
  • All channels
  • Unlimited automation flows
  • All AI providers + BYO key
  • Unlimited contacts
  • Unlimited knowledge base
  • Full governance suite
  • Dedicated account manager + SLA
  • Any deployment option
  • SquillionMeta included

Deploy governed AI for your business

See how SquillionConnect governs AI conversations across every channel — with accuracy, auditability, and near-zero hallucination.

Request a demo →