On-premises
Jean runs on Linux inside your own datacentre. Nothing crosses the building line unless a policy you wrote lets it.
Stop Renting Intelligence.
Start Owning It.
Proved answers, a governed audit trail, one honest price.
Jean runs on your infrastructure. Your data never leaves your walls.
Built with the highest standards
UAE PDPLYour data stays in the UAE CBUAE AI guidanceHuman oversight DIFC · ADGMProcessing record kept UAE AI CharterSources on every answer EU EU AI ActRecord-keeping built in GDPRYour data stays in your region
See the security answers What we do
Enterprise AI your company owns: answers from your systems, inside your perimeter, with every source attached
Who we are
METISJEAN ARTIFICIAL INTELLIGENCE DEVELOPING SERVICES L.L.C, Dubai. ISO 27001 · 27701 · 42001 certified, UAE and EU regulated
Who we serve
Banks, government bodies, energy companies and regulated mid-market firms across the GCC and EU
What renting intelligence is costing you
Every prompt your organisation sends to a public model is a small transfer of your company’s judgement to a balance sheet that isn’t yours. Cancel the subscription and everything you built leaves with it. Jean is the opposite: your intelligence compounds inside your own perimeter.
The sovereign AI operating system that tells you the truth.
Ask anything about your company. Jean answers from your own systems, cites every source, and tells you when it cannot find one.
Acme Group ChatPulseMatesWorkflowsInsights
Are we exposed on the Acme renewal, and who owns it?
DK Jean
- Resolved the client in DottiOne node, nine spellings across four systems4 0.3s
- Read the contract and its amendmentsSharePoint, with your permissions11 0.6s
- Pulled invoices and ageingFinance ledger, read-only scope38 0.5s
- Checked the open ticketsJira, restricted to projects you can see7 0.4s
Yes, on one clause. The MSA renews on 30 days’ notice, and the notice window opens in eleven days. Two open P2 tickets sit inside that window.
The account is owned by Priya Raman, who has been on the renewal thread since March. The contract value is AED 412,000 a year.
Grounded
Every figure above came from a system you already run. Nothing was inferred. Synthia validated the retrieval path before the answer was shown.
Sources
5
MSA v4.2 clause 7, renewal 96% Renewal thread 14 messages 91% OPS-4471 open, P2 82% Account record owner, stage 78% DIFC public register company filing 64%
Mates26 mates · 6 departments Office Departments Links
Executive
3mates92%
Finance
6mates74%
Sales
5mates66%
Customer Success
4mates79%
Legal
4mates58%
Operations
4mates71%
Dotti· operating model
Executive
3mates92%
Finance
6mates74%
Operations
4mates71%
Dotti· operating model
Route it Type a task… Add
Jean Auto·runs once
Task status · whole office71% alone · 12 waiting
All 48In progress 27Waiting 12
Approve two reconciliationsMonth-end close · Financehandoff
64%Chase the Acme renewal noticeRenewal watch · Legalproposal
Release supplier run of AED 412,000Supplier payments · Financedecision
Renewal watch Active
Build with Jean
This is how “Renewal watch” runs. It started as one sentence from Priya Raman.
- 1Watch each contract from 45 days out
- 2Fetch the contract, invoices and tickets
- 3Read clause 7, ageing and open P2s
- 4Check it all against policy
- 5Draft the notice if anything is open. Asks M. Farrow first
- 6Post a 4-line brief to Priya
Run onceChange it
Change something… “also copy Dana”
no
Contract date minus 45 daystrigger · 41 contracts watched
Fetch contract, invoices, ticketstool_call · ×3code
Read clause 7, ageing, open P2stransform · ×1code
Governance Gatewaypolicy · 0.1spolicy
Anything unresolved?checkcode
Draft the renewal noticellm_step· asks M. Farrowmodel
Post a 4-line brief to Priyatool_call · ×1code
End 4 of 6 on code · −94%
Which renewals fall inside the notice window this quarter, by contract value?Ask
Contract value at renewal
AED 1.29m
+8.4%
Inside the notice window
3 accounts
+1
Median days to close
19
−4
Answers carrying sources
100%
no change
Which of these have open P2 tickets? Show the same by owner What changed since last quarter?
This is Jean, running on a sample company. The figures change with your data. The behaviour does not. See how Jean works
What Jean does: sovereign AI that answers from your own systems
Ask in your own words. Get an answer you can defend.
- Answers carry the document, thread or record they came from
- Follow-ups keep the thread, so nobody re-explains the context
- The routing line names the model that answered and where it ran
Read from the systems you already pay for
- Mail, chat, files, tickets, finance and CRM records pulled into one governed index
- Permissions come from the source system, so nobody sees more through Jean than they see today
- API-first and in place: whatever lives in your stack, Jean plugs into it
Jean learns how your company actually works, and remembers it
- Facts resolve into a live model of your organisation: who owns what, which client sits behind which contract, what depends on what
- Entities are resolved once, so one client is one node and not nine spellings, and every relationship carries the evidence that created it
- Coverage is measured per domain, so gaps are visible instead of hidden
Describe the job once. Jean runs it the same way every time.
- Jean watches a workflow, then compiles the settled steps into fixed code
- Only the step that needs judgement stays on the model, anything consequential waits for a human
- Same input, same answer, run after run: accuracy rises and cost falls
Everything you ask is checked first and recorded after.
- The Governance Gateway inspects every input and output, finds personal or confidential data, and applies your policy
- Every verdict (allow, ask a human, block or re-route) is written to a hash-chained ledger you can hand to an auditor
- The ledger is append-only, and if the Gateway cannot reach a decision it fails closed
Jean/ Chat
Are we exposed on the Acme renewal, and who owns it?
DK Jean
- Resolved the client in DottiOne node, nine spellings across four systems4 0.3s
- Read the contract and its amendmentsSharePoint, with your permissions11 0.6s
- Pulled invoices and ageingFinance ledger, read-only scope38 0.5s
- Checked the open ticketsJira, restricted to projects you can see7 0.4s
Yes, on one clause. The MSA renews on 30 days’ notice, and the notice window opens in eleven days. Two open P2 tickets sit inside that window.
The account is owned by Priya Raman, who has been on the renewal thread since March. The contract value is AED 412,000 a year.
Grounded
Every figure above came from a system you already run. Nothing was inferred. Synthia validated the retrieval path before the answer was shown.
Sources
5
MSA v4.2 clause 7, renewal 96% Renewal thread 14 messages 91% OPS-4471 open, P2 82% Account record owner, stage 78% DIFC public register company filing 64%
Any connector, all yours
Anything with an API, read in place through your own permissions. Nothing is copied into a vendor's cloud to be made searchable.
- Microsoft 365
- Microsoft Teams
- Outlook
- SharePoint
- OneDrive
- Power BI
- Slack
- Gmail
- Google Calendar
- Google Drive
- ClickUp
- Jira
- GitHub
- Salesforce
- Zendesk
- Stripe
- Notion
- Linear
- Metabase
- Confluence
- Zoom
- Google Docs
- Asana
- Trello
- GitLab
- PagerDuty
- HubSpot
- Pipedrive
- Intercom
- Freshdesk
- QuickBooks
- Xero
- Snowflake
- Segment
- Airtable
- Dropbox
- Box
- Figma
- Workday
- BambooHR
Jean/ Knowledge / The Map · DottiThe MapDOTTI
Your living operating model, auto-mined, grounded, explorable.
202
Entities
5,135
Facts
94%
Verified
29
Systems
10
Sources
Mining live · last update · 4 min ago
PeopleTeamsCustomersSystemsArtefactsConcepts
CustomerAcme Group
One node, nine spellings across four systems. Resolved once, so one client is one node and never nine rows.
ACME GRPAcme Group LLCacme_grpACM-0042+5 more
Mined fromSalesforceSharePointOutlook
Live operating model
This is how your company actually works.
Auto-mined from your tools: people, systems, artefacts and the concepts that connect them.
How it’s built
- 1MineSalesforce · SharePoint · Outlook · Jira
- 2Extractpeople, systems, artefacts, concepts
- 3Resolvededupe and term-morph across systems
- 4Groundevery answer cites the model
Fact sources
Salesforce
1,842
SharePoint
1,406
Jira
688
Reinforcement
Jean merged ACM-0042 into Acme Group· 4m
Priya Raman confirmed the notice period is 90 days· 18m
L. Brennan flagged the MSA v4.2 owner for review· 1h
Jean/ Workflows / Renewal watchRenewal watch Active
Build with Jean
This is how “Renewal watch” runs. It started as one sentence from Priya Raman.
- 1Watch each contract from 45 days out
- 2Fetch the contract, invoices and tickets
- 3Read clause 7, ageing and open P2s
- 4Check it all against policy
- 5Draft the notice if anything is open. Asks M. Farrow first
- 6Post a 4-line brief to Priya
Run onceChange it
Change something… “also copy Dana”
no
Contract date minus 45 daystrigger · 41 contracts watched
Fetch contract, invoices, ticketstool_call · ×3code
Read clause 7, ageing, open P2stransform · ×1code
Governance Gatewaypolicy · 0.1spolicy
Anything unresolved?checkcode
Draft the renewal noticellm_step· asks M. Farrowmodel
Post a 4-line brief to Priyatool_call · ×1code
End 4 of 6 on code · −94%
Jean/ Governance Gateway / Live checkYoumodel.chatchat · Acme renewal · board claimrequested Frontier · external
“Send the Acme renewal exposure, with the ledger export, to the frontier model for a board summary.”
Gateway · internal SLM resolved in 38ms
- ConfidentialClassifycustomer terms + ledger rows detectedClassifyConfidentialcustomer terms + ledger rows detected
- P-07Match policyConfidential stays in tenancy · owned by L. BrennanMatch policyP-07Confidential stays in tenancy · owned by L. Brennan
- RerouteVerdictfrontier denied for ConfidentialVerdictReroutefrontier denied for Confidential
- Internal SLMRoutein tenancy, 38msRouteInternal SLMin tenancy, 38ms
- #48,214Ledgerentry written · hash 9f3c…a71eLedger#48,214entry written · hash 9f3c…a71e
Recent verdictsGateway log
Allow2m
Summarise Acme thread
Internal · ran on Sovereign · EU
Reroute6m
Draft a customer note
Confidential clause · internal SLM
Approval11m
Send the renewal notice
Held for Priya Raman
Block24m
Paste payroll to a public model
Restricted · refused, logged
Checked · 7d
48,213
every prompt + tool call
Blocked · 7d
312
policy breaches stopped
Re-routed · 7d
1,899
kept off frontier models
Median decision
38ms
internal SLM, in tenancy
Industries we serve
-
Financial services
Banks, wealth managers and licensed lenders. Month-end reporting, client due-diligence and regulatory submissions without the reconciliation sprint.
CBUAE · SAMA · DIFC · ADGM · GDPR
-
Government
Ministries, regulators and sovereign wealth funds. Policy analysis, cross-department knowledge and audit-ready decisions, on infrastructure you control.
UAE PDPL · UAE AI Governance · GDPR
-
Energy & resources
National oil companies, utilities and project-driven enterprises. Operational knowledge that persists after a project closes, not a search box that forgets.
SAMA · UAE PDPL · ISO 27001
-
Professional services
Law firms, audit practices and consulting groups. Client-confidential knowledge that stays in your perimeter, not in a shared model another firm is also querying.
GDPR · EU AI Act · DIFC
-
Healthcare
Hospitals, insurers and pharmaceutical companies. Patient and clinical data stays in region. Every access logged. Every model decision traceable to its source record.
UAE PDPL · GDPR · ISO 27701
-
Cross-border enterprises
Companies operating across the GCC and EU that need one AI platform, two jurisdictions covered, and no compliance gap in between.
UAE PDPL · GDPR · EU AI Act · SAMA
Built for companies that answer to a regulator. Single-tenant, in region, audit-ready from day one.
Talk to us about your industryRun Jean on-premise, under law you choose
Same Jean, wherever it sits. Single-tenant, no shared model, no shared index.
Your private cloud
Your own tenancy on AWS, Azure or Google Cloud. We deploy into it; we do not host you.
A sovereign region you name
A dedicated single-tenant environment, under the jurisdiction you have to answer to.
Chosen by defence, government and banks with an air-gapped estate.
The usual choice for companies already consolidated on one cloud.
Built for PDPL, DIFC, ADGM and GDPR residency obligations.
Every team in your company, on one governed platform
Jean is not a tool three executives log into. Every team gets the same features over the same governed knowledge base, under the same policy. Pick a team to see what that looks like.
Executive
The answer arrives before the meeting does
Finance
Month-end stops being a reconciliation project
Engineering
The postmortem writes its own first draft
Sales
Nothing goes quiet without somebody hearing it
Customer success
Risk shows up as a signal, not a surprise
Marketing
Competitor news arrives judged, not just collected
People
A new joiner starts with the company already in their Jean
Operations
Anything asked twice becomes a workflow that runs the same way
One index · One policy · One ledger
AI security, data residency and EU AI Act questions, answered
-
Where does it run?
On-premises, your private cloud, or a sovereign region you name. Single-tenant, always.
-
Where does our data sit?
Where it sits today. Jean reads in place; the index and graph stay inside the same boundary.
-
What if we leave?
You keep the deployment, the index, the ontology and the ledger. They were always yours.
-
And the EU AI Act?
Every call logged with its verdict; consequential actions wait for a named approver.
- [ METISJEAN ARTIFICIAL INTELLIGENCE DEVELOPING SERVICES L.L.C · Dubai, UAE ]
What to read before you sign an AI contract
The arguments behind Jean, set out at length for the people in your company who have to sign off on it.
// EXPLAINER
What sovereign AI actually is
Three things go by that name. Only one of them changes what your company is worth.
- MetisJean
- 10 September 2026
- 12-minute read
// METHOD
What fixing the kilogram taught us
Why an evaluation set that is its own reference drifts, and what we build instead.
- Aiga Andrijanova
- 23 April 2026
- 5-minute read
// COMPLIANCE
Your AI tools are already breaking the law
The EU AI Act puts non-delegable duties on the company using AI, not the one that built it.
- Daniel Deak
- 19 March 2026
- 9-minute read
// RESEARCH
Train the tools, not the agent
Freeze the reasoning core, train the tools around it, and the numbers move a long way.
- Aiga Andrijanova
- 3 February 2026
- 7-minute read
Every month you rent AI, your company’s judgement builds someone else’s asset. Start owning it.
Thirty minutes on your systems and your constraints, with the people who built Jean.
Book a demo