Private Enterprise AI
Private Enterprise AI. Your company's own AI, grounded in your knowledge.
Every organisation has knowledge scattered across drives, inboxes, systems and people's heads. Private Enterprise AI gives every employee one assistant that can find, summarise and act on that knowledge, grounded in your own sources and limited to what each person is allowed to see.
At a glance
A private assistant that answers from your documents and systems, and respects who can see what.
- Answers from your policies, contracts and records
- Every answer cites the source document
- Role-based access mirrors your permissions
- Arabic and English out of the box

What is our approval limit for large purchase orders?
The problem
The cost of knowledge nobody can find
Staff spend a large share of their week searching for information, asking colleagues for documents and rebuilding work that already exists somewhere. Public AI assistants cannot help because they do not know your business, and pasting internal files into them creates risk.
A private assistant connected to your own content changes that. Morgan Stanley reports that its internal assistant is used by 98% of advisor teams, and the pattern holds in any organisation where answers live in documents.
What we deliver
How it works
in practice.
Grounded answers with citations
The assistant retrieves from your approved sources and shows which document each answer came from, so people can check it in a click.
Permissions that match your organisation
Access follows your existing roles and groups. Finance sees finance, HR sees HR, and nobody sees what they could not open today.
Custom models and tools
We tune prompts, retrieval and, where useful, models on your terminology, and connect actions such as drafting a reply or filling a form in your systems.
Governance and oversight
Usage, sources and feedback are logged, with clear rules for what the assistant may and may not do, reviewed with your risk and compliance teams.
How an engagement runs
- 1
Choose the knowledge
We agree which document stores and systems the assistant should draw on first, and who owns them.
- 2
Connect and index
We connect those sources with your permissions intact and build the retrieval layer.
- 3
Tune on real questions
Using questions gathered in the AI interviews, we test and tune answers until they are reliable.
- 4
Roll out by team
We launch team by team with training, then expand the sources and actions based on usage.
What you receive
- A private AI assistant available to your staff
- Connectors to your chosen document stores and systems
- Permission-aware retrieval with source citations
- Usage and feedback dashboard
- AI use policy agreed with your compliance team
Where Private Enterprise AI makes the biggest difference
- Professional servicesResearch, drafting and review done faster, under your control.
- Banking and financial servicesOperations, compliance and advice, with governance built in.
- Real estateListings, leasing and contracts handled in minutes, not days.
- HealthcareLess time on notes, coding and scheduling. More time with patients.
- Retail and hospitalityFeedback, catalogues, kitchens and guest service, faster.
FAQ
Questions about Private Enterprise AI
No. The assistant runs in your environment or a private tenancy, and your content is not used to train any public model.
Further reading
29 September 2026 · 3 min read
What AI is actually delivering: evidence from twelve industries
Published results from organisations using AI in healthcare, insurance, banking, energy, logistics, real estate and more, with what each result does and does not prove.
Read article18 September 2026 · 3 min read
Private AI and UAE data rules: a practical guide for leadership
Why UAE organisations are moving to private and on-premise AI, what the PDPL and sector rules mean for deployment, and what to ask before you choose.
Read article10 September 2026 · 2 min read
What it means to be an AI-native company
AI-native is not about buying tools. It is a company where AI sits inside everyday work, people know how to use it and results are measured.
Read article

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