Run a country on one operating picture — without a single ministry having to migrate.
Every ministry keeps its own system of record, its own ontology, its own data custody. Djeed reads each one, reconciles every entity, resolves the cross-agency record through a permissioned federation — and from that governed view, every authorized downstream capability becomes possible. Early warning. Cross-agency forecasts. Decision briefs traceable to source. Transparent automation. The audit trail an Auditor-General can read end to end.
The convergence
Many ontologies. One permissioned federation.
Every ministry keeps the systems it already runs and the ontology its analysts already trust. Djeed reads what each one records, reconciles the entities across them — the same citizen, the same business, the same parcel, the same event — and maps the approved cross-agency concepts into a governed view that authorized teams can navigate, query, and act on.
What it unlocks
Capabilities you couldn't build from one ministry alone.
Once approved cross-agency signals resolve through a permissioned federation, every authorized downstream capability runs from the same foundation. None of these are possible when each ministry can only see itself.
Early warning
Outbreaks, fraud, social-tension and supply signals seen in days, not in the next quarterly review. The signal lands when only one ministry sees it — Djeed correlates it before it becomes a crisis.
Cross-agency forecasts
Demand for clinics + schools + housing + roads in one projection. Capital planning that doesn't double-count and doesn't leave the gap that becomes next year's emergency.
Decision briefs
Cabinet- and Cabinet-Office-ready briefs assembled from records you can trace — not slides you have to trust. Every figure links back to its source ministry and source document.
Transparent automation
Routine cross-agency processes — permits, eligibility checks, benefit reconciliations — automated end-to-end, every step auditable. No black box, no shadow workflow.
Cross-agency search
A citizen, a parcel, a business entity, a piece of correspondence — one search across every ministry's record, returning everything that's relevant and nothing that isn't.
Audit traceability
Every figure in every report linked to its source record. The Auditor-General reads the same lineage trail as the analyst who wrote the brief.
Early warning · Illustrative scenario
Eight days before the first hospital admission.
The same outbreak signal, surfacing across four ministries' data over eight days. In separate systems, each signal looks like noise. In a permissioned cross-agency view, the pattern lands on day four — four days before the first patient is admitted.
School absences spike +35% in District 7
Ministry of Education
Signal · isolated
Fever-medication sales +180% same district
Health Ministry · pharmacy register
Signal · isolated
GP visits with ICD-10 J11 codes +50%
Health Ministry · primary care
Pattern caught
First hospital admission · respiratory failure
Health Ministry · hospital admission
Would-be · prevented
On day four, the approved cross-agency pattern lands in the permissioned federation. The Ministry of Health gets a brief; the regional authority gets a heads-up; antiviral supply is checked against the projection. The hospital doesn't get blindsided on day eight — because someone could see the picture eight days earlier.
Connected to
Every ministry keeps the systems it already runs.
Djeed reads what's already there — without any ministry being asked to migrate, switch vendors, or hand over the primary system of record. Each ministry's existing ontology is preserved as a view; the canonical merge sits on top, not in place of.
The list opposite is illustrative — actual sources are scoped per government during a discovery engagement, against the data-protection and statistical- confidentiality posture of the country.
The five solutions, at national scale
The same flow. Sized for a country.
The five Djeed solutions are the same here as anywhere else — only the scale, the data sensitivity, and the deployment shape change.
Data & Ontology Foundation
Reads what each ministry already records. Maps only approved concepts into a governed interoperability layer while ministry records, ontologies, and tools remain locally controlled.
Graph & Spatial Intelligence
A permissioned cross-agency graph view, navigable only for approved purposes. Authorized entities can be geo-tagged to administrative units so a question resolves to place without widening access to the underlying ministry records.
Predictive & Generative AI
Forecasts grounded in actual cross-agency data — health × education × economic activity. Generative answers that trace to records, not models trained on the open web.
Operational Intelligence
Continuous monitoring across the whole national record. The signal in District 7 surfaces the day it starts — not in the next quarterly Cabinet paper.
Decision Intelligence
Cabinet briefs assembled from records you can trace. Decisions auditable from the figure on the page back to the source ministry's record. The Auditor-General reads the same lineage as the analyst.
For the technical reader — full per-solution detail at /solutions. The page above is the same five, framed for the government scale.
Sovereignty
Your country's data stays under your country's law.
For government, sovereignty isn't a footnote — it's the foundation. Djeed deploys air-gapped, on national infrastructure, on a sovereign cloud you control, or federated across each ministry's existing custody. The Swiss- hosted Djeed VM is one of many shapes, not the default.
Full air-gap available.
Djeed can run in a government's own data centre with no external network egress for civilian records that require the strictest operating boundary.
Your hyperscaler region, your jurisdiction.
Hosted on a sovereign cloud you control — your country's law, your regulator's audit. The intelligence layer runs in a region you choose; data never leaves it.
Sensitive on-prem, intelligence in sovereign cloud.
Statistical, fiscal, and citizen records stay at the ministry that owns them. A permissioned semantic layer resolves only the questions and fields authorized for cross-ministry use.
Each ministry keeps its own data.
A permissioned federation aligns agreed concepts across ministries while each retains custody of its records, knowledge foundation, and tools.
Every deployment shape honours every applicable law of the country — data protection, statistical confidentiality, classified-data handling, archival law. We design the shape with your General Counsel and your data-protection authority before any data moves.
Trust
Every decision traceable. Every prediction explainable. Every exchange auditable.
Every record knows where it came from.
Source ministry, original document ID, capture timestamp, capture method — attached to every record. Not in a separate log; in the record itself.
Every prediction shows its work.
A forecast or a generative answer can be unfolded to the records it stood on. An auditor reading the brief can drill from the figure on the page to the row in the source ministry's database.
Every exchange is logged.
Every cross-agency data exchange logged immutably. The Auditor-General has the same view of the audit trail that the operator does — not a sanitised copy.
How a deployment starts
A pilot first, or the full programme. Either works.
Settle the shape, then expand.
Pick the ministry whose cross-agency questions are most urgent — typically Health, Statistics, or Finance — and run a focused engagement: one ministry connected, one permissioned cross-agency view in use, one set of decision briefs in production. The deployment shape, the data-protection posture, and the governance model are settled before the rest of the government joins.
- One ministry, one decision workflow, one agreed proof window
- Deployment + data-protection posture proven before expansion
- Each next ministry compounds on the foundation already laid
The whole government, phased.
For governments ready to commit to the operating picture from day one — a phased programme across every ministry, sequenced so the high-volume sources land first and additional ministries join the permissioned federation as their data is ready. Governance, audit and procurement framed at the centre, with ministerial leads inside each agency.
How a full programme is scoped →The agents at work
Named specialists, doing specific jobs.
We always used AI agents inside this — now we name them. Each is grounded in one slice of your world and makes one specific call: a wheel in the bigger system. How the agents work →
Reconciler agent
Knows how each ministry's records map to the shared knowledge graph.
Decides which records are the same entity across agencies.
Early Warning agent
Knows the cross-agency signals.
Decides when a pattern warrants a national alert.
Cross-Agency Brief agent
Knows what decision-makers need, every figure traceable to source.
Decides what the cross-agency brief surfaces.
FAQ
Questions a Permanent Secretary asks first.
Does this mean we have to centralise our data?
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Does this mean we have to centralise our data?
+No. The permissioned federation sits between ministry systems for approved questions; it does not replace or absorb them. Every ministry keeps its primary system, ontology, knowledge foundation, tools, and data custody.
How does this comply with our statistical-confidentiality and data-protection law?
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How does this comply with our statistical-confidentiality and data-protection law?
+Djeed is deployed in the shape your law requires. Where statistical records cannot leave the Statistics Office, a permissioned federated query can reach that office without exporting the underlying record. The same pattern can apply to other restricted civilian categories. Each ministry retains its own custody boundary; cross-ministry exchange is explicit, logged, and purpose-limited.
What happens to the ontology each ministry already uses?
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What happens to the ontology each ministry already uses?
+Each ministry keeps its own ontology, tools, reports, and primary systems. A separately governed interoperability layer maps only the concepts approved for a specific cross-agency purpose. Local and shared views stay distinct.
Can the Auditor-General use the same system?
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Can the Auditor-General use the same system?
+Yes. The audit role gets a read-only view of the same record + lineage that the operator has — not a sanitised copy. Every figure in every brief can be traced back to its source record by the auditor without going through the analyst.
How does the permissioned federation stay accurate when ministry data changes?
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How does the permissioned federation stay accurate when ministry data changes?
+Each ministry foundation keeps its own freshness and lineage. Approved mappings can update the permissioned federation for the declared purpose; reconciliation runs only where the mapping and access grant are settled, and edge cases route to a human reviewer.
What's the difference between a pilot and a full deployment?
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What's the difference between a pilot and a full deployment?
+A pilot limits the work to one ministry, one decision workflow, a baseline, and an agreed proof window. A full programme is phased across ministries only after the deployment boundary, data-protection posture, evidence quality, and operating measures have been demonstrated.
Run your country on one operating picture.
Tell us about your government's structure and the cross-agency question you'd resolve first. We'll show you what a permissioned federation would require — and the deployment shape your law allows.