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4-CORE ARCHITECTURE

Knowledge

Ground AI with Enterprise Context

The Corporate Memory & Context Layer

Consolidates all unstructured, semi-structured, and structured data into a single semantic memory layer, powered internally by the OntoCore relationship and taxonomy engine.

DocIQ | CommsIQ | DataIQ

CORE CAPABILITIES

Build a Unified Enterprise Memory

Knowledge brings together documents, conversations, and enterprise data through DocIQ , CommsIQ , DataIQ , and OntoCore.

DocIQ

Unstructured Memory

PURPOSE

Ingests and interprets static, unstructured corporate files.

CAPABILITIES

Parses complex PDFs, Word files, Excel spreadsheets, and Google Drive resources; vectorizes unstructured text to make internal SOPs and policy documents instantly searchable.

BUSINESS IMPACT

Reduces manual searching across shared drives and document repositories, helping accelerate document-heavy workflows.

HOW IT WORKS

Implements a multi-modal text extraction and layout-aware parsing pipeline that breaks unstructured files into clean vector chunks optimized for contextual grounding.

CommsIQ

Conversational Memory

PURPOSE

Monitors and extracts context from real- time communication streams.

CAPABILITIES

Tracks active inbox emails, support tickets, and chat channels (Slack, Microsoft Teams, WhatsApp, WeChat, Telegram). Transcribes live meeting recordings.

BUSINESS IMPACT

Captures crucial relationship and deal context scattered across conversation silos, preventing operational request leakage and speeding up client advisory response times.

HOW IT WORKS

An event-driven listener framework ingesting real-time webhooks and websocket streams to standardize asynchronous chat logs and meeting transcripts into unified timelines.

DataIQ

Structured Memory

PURPOSE

Connects directly to enterprise systems of record.

CAPABILITIES

Integrates securely with SQL/NoSQL transactional databases, live operational sheets, and backend enterprise application data.

BUSINESS IMPACT

Connects front-line conversational AI directly to live back-office numbers, ensuring decisions are grounded in real-time operational data.

HOW IT WORKS

A distributed data virtualization engine wrapping legacy enterprise databases into a unified, high-throughput query interface.

INDUSTRIES

Connected Knowledge Across Industries

THE 4-CORE ARCHITECTURE

Four connected capabilities, working together across enterprise AI.

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