Conversational Intelligence Infrastructure
Every conversation
creates intelligence.
CII turns conversations across WhatsApp, Telegram and Web into persistent, structured intelligence — data organizations can understand, query and act on. Not another chatbot. The infrastructure underneath one.
01 — The problem
Conversations happen everywhere. Intelligence stays nowhere.
Fragmented channels
A message on WhatsApp, a form on the web, a chat on Telegram — each lives in its own silo, disconnected from the rest of the relationship.
Conversation as an event, not an asset
Most systems treat a conversation as something that happened, then discard it. The intent, context and signal inside it are never captured.
Chatbots answer. They don't remember.
A reply is not intelligence. Without identity, memory and context, every conversation starts from zero — for the system and for the organization.
02 — How CII works
Channels are adapters. CII owns the intelligence layer.
Every message, on every channel, flows into one Conversation Kernel. The kernel resolves who is speaking, recalls what came before, extracts what they want, and holds the context — so any Pulse built on top of CII inherits real intelligence, not just a transcript.
Resolves who a conversation belongs to across channels and sessions.
Persists what was said, decided and requested — so nothing starts from zero.
Classifies what the person is actually trying to do, not just what they typed.
Holds location, history and state so responses and signals stay grounded.
Structures the above into signals that applications can query and act on.
03 — Current channel gateways
Three gateways today. One core underneath.
Conversations arrive through WhatsApp and are parsed directly into the Conversation Kernel.
Telegram
Bot-based Telegram conversations connect on the same gateway contract as every other channel.
Web
Embeddable web conversations feed the same kernel, with no separate logic to maintain.
SMS, USSD, voice and radio are planned as future adapters onto the same Conversation Gateway — no core rebuild required to add them.
04 — The beachhead
BroadcastPulse turns audiences into intelligence networks.
Broadcasters ask a question on-air. Audiences respond by WhatsApp, Telegram or web. CII turns thousands of individual replies into one structured, queryable picture of what an audience actually thinks — in near real time.
“What's the biggest farming challenge this season?”
Simulated audience responses collected across WhatsApp, Telegram and Web
05 — Interactive demo
Watch a conversation become intelligence.
Type a message the way someone would send it on WhatsApp, Telegram or Web. This is a browser-only simulation of how CII structures conversation — no data leaves your device.
Demo simulation only — illustrates the CII output shape, not a live production model.
06 — Applications
One infrastructure. Many Pulses.
Pulses are vertical applications built on the same CII core — not separate technology stacks. Every Pulse inherits identity, memory, intent, context and intelligence from day one.
BroadcastPulse
Turns broadcast audiences into structured, queryable intelligence networks.
FarmerPulse
Structures farmer conversations into demand, supply and advisory signals.
GovPulse
Turns citizen conversations into structured civic and service signals.
HealthPulse
Captures patient and community conversations as structured health signals.
EducationPulse
Structures learner and parent conversations into education signals.
BusinessPulse
Turns customer conversations into structured commercial signals.
07 — Architecture
A single kernel underneath every channel and every Pulse.
Channels are adapters. CII owns the intelligence layer — so new channels and new Pulses connect without touching the core.
08 — Get started
Bring your conversations into CII.
Whether you're launching BroadcastPulse or building a new Pulse on the CII core, start with a conversation.