Enterprise Knowledge Model

Build your own
Knowledge Model.

Not borrowed AI. Your documents, frameworks, and institutional data, unified into a sovereign intelligence layer your entire organisation can query and build on.

Your data + global open repositories
AI that learns your domain and context
Structured, cited documents. Not chat replies.

What You Are Building

What is an Enterprise Knowledge Model?

Think of it as your organisation's permanent intelligence layer. Everything your team knows, every dataset you use, every framework you follow. Queryable by anyone, in plain language.

Step 01

Your Data In

  • Past reports and research
  • RFPs, tenders, frameworks
  • Internal policies and SOPs
  • Global open repositories

Upload once. Referenced forever.

Step 02

The Knowledge Model

  • Learns your domain and terminology
  • Understands your document structure
  • Retains context across every session
  • Grounds every answer in verified sources

Sovereign. Grows with your organisation.

Step 03

Your Documents Out

  • Policy briefs and strategy plans
  • RFP and tender drafts
  • Research reports with citations
  • Board-ready analysis documents

Structured, cited, export-ready.

Who Builds One

Your Knowledge Model looks different for every org.

Same platform. Tailored to your sector, your data, and your goals.

Governments

A Knowledge Model for every ministry.

The Problem

Policy teams spend weeks searching for precedents, benchmarks, and regulatory references scattered across departments and drives. Institutional knowledge walks out the door when people leave.

Their Knowledge Model

A sovereign, on-premise intelligence layer trained on your legislation, past tenders, policy frameworks, and global benchmarks. Queryable by any department, in any language.

What they build with it

Draft RFPs and tenders in hours, not weeks

Benchmark policy against global standards instantly

Build department-level knowledge models for capacity

Legal AI grounded in your jurisdiction's regulations

Knowledge Sources

What feeds your Knowledge Model

Not every org needs every source. Select your segment to see which data feeds your model and why.

GOVERNMENT

National Data

The backbone of your policy model. National statistical offices, census data, and sub-national datasets across countries.

GLOBAL DEVELOPMENT

World Bank, UN, IMF

Global benchmarking and SDG alignment for policy documents.

ECONOMIC & FINANCIAL

Markets & Trade

Trade policy and macroeconomic analysis grounded in live data.

RESEARCH & ACADEMIC

Journals & Papers

Published research, institutional repositories, and academic databases across disciplines.

LEGAL & REGULATORY

Legal & Compliance

AI-assisted legal drafting and regulatory cross-referencing.

INDUSTRY & SECTOR

Sector Intelligence

Industrial policy design grounded in real production and output data.

WHO, IPCC & MORE

Health & Climate

Health policy and climate action grounded in WHO and IPCC data.

ENTERPRISE

Your Data

Legislation, past tenders, departmental reports — your sovereign layer.

Dimmed sources are not typically part of a governments Knowledge Model — but can be added.

How It Works

Build it once. Use it forever.

Your Knowledge Model takes hours to set up and compounds in value every day after that.

01
Phase 1. Done once.

Build your model

A guided setup that takes hours, not months. No data science team required.

Connect your sources

Link your global open repositories and upload your organisation's documents, past work, and proprietary datasets.

Define your frameworks

Upload your document templates, compliance standards, and sector frameworks. Your model learns your structure and tone.

Set your boundaries

Control what the model can access, who can query it, and where it lives. On-premise or cloud. Fully sovereign.

02
Phase 2. Every day after.

Query, create, compound

Every query makes the model smarter. Every document builds on the last.

Ask in plain language

Any team member queries the model in natural language. No SQL, no prompts, no training required. It understands your domain.

Get structured documents

Every answer is a cited, editable document — not a chat reply. Policy briefs, RFP drafts, research reports. Export-ready instantly.

Model grows with you

Persistent threads retain context. New documents feed the model. Institutional knowledge compounds over time rather than being lost.

Why DataNudge

A Knowledge Model is not a chatbot.

General-purpose AI answers questions. A Knowledge Model understands your organisation, remembers everything, and gets smarter over time. Here is the difference.

What it does for your organisation
DN

DataNudge

Others

ChatGPT

Gemini / Claude

Answers grounded in your organisation's own verified data
Builds a Knowledge Model that grows with your org over time
Every statistic cited and traceable. No hallucinated numbers.
Generates structured documents, not chat replies
Data stays in your infrastructure. Sovereign deployment.
Understands your sector, frameworks, and document standards
Connects global open repositories without manual lookup
White-label for your brand or clients
Persistent context and institutional memory across sessions

Sovereign

Your model. Your infrastructure. Your data.

Deploy on-premise or in your cloud. No data sent to shared models. Full compliance, full control, fully auditable. Built for governments and data-sensitive organisations.

Grounded

Every answer cited. Every number verified.

DataNudge never generates statistics. Every claim is traced to a verified source — your documents, your datasets, or global open repositories. No hallucinations, no fabricated citations.

Compounding

Gets smarter with every query.

Persistent threads and institutional memory mean your Knowledge Model compounds over time. Knowledge built today answers questions next year. Institutional intelligence that stays.

Personalised Walkthrough

See DataNudge built for your organisation

Whether you are a government agency, an enterprise team, or a research institution, our team will walk you through exactly how DataNudge fits your workflows and data landscape.

30-min live demo

Tailored to your sector and use case

Q&A with our team

Ask anything about integrations, deployment, and pricing

Pilot proposal

Leave with a concrete plan to get started