AI in a Box

The whole AI stack, installed inside your perimeter

Models, retrieval, Arabic document processing, speech, agents, gateway, identity and audit, packaged as one deployment, connected to your core systems, with customer data never leaving the approved environment.

What is inside

One stack, layered, with no external dependency by default

Runs entirely inside your approved perimeter

Console and control

Admin consoleMonitoring and evaluationAudit logging

Access

API gatewayIdentity and access managementQuota and cost control

Reasoning and agents

Agent orchestrationSQL agentTool permissions and approvals

Understanding

Enterprise and Arabic modelsEmbeddings and vector databaseRAG engine

Input processing

Arabic and English OCRSpeech to text and text to speechConnectors to core systems
Who it is for

Environments where data cannot travel

Government and public sector
Defence-adjacent organisations
Healthcare providers and payers
Banks, insurers and capital markets
Energy, utilities and industrial groups
Large family business groups

Explore how Idrak connects private knowledge to governed AI. See the platform · Sovereign AI architecture

How engagements run

Readiness to managed AI, in six deliberate steps

1. AI readiness

An honest read of data, systems, permissions and use cases, what is buildable now and what has to be fixed first.

2. Data foundation

Integration, master data, quality gates and a governed model the business agrees on.

3. Proof of concept

One use case, real data, measured against a baseline, not a demo on synthetic records.

4. Production

Identity, permissions, guardrails, evaluation, monitoring and a named owner in your organisation.

5. Agents

From answering to acting: tool use, approvals, exception handling and a complete action log.

6. Managed AI

Evaluation, cost control, model refresh and knowledge transfer to your own team.

Clients

Organisations we work with

Carrefour
STC
Fortum
Marriott International
United Utilities
Mobily
PepsiCo
H&M
Ericsson
Nordisk Film
Posten Bring AS
Norgesgruppen
Central Bank — Gulf Region
Public Investment Fund
Integrys Energy Group
Getinge
Entra
Australia Post
Roche
Ministry of Health
Swedbank
SpareBank 1
Telia Company AB
Danfoss
Kahoot!
Nesma Partners
Gentian Diagnostics
Lufthansa
Sokos Hotels
BHP Group
Emdad Al Khebrat (إمداد الخبرات)
ICA Gruppen
Qt Group
Vodafone
Ministry of Interior
Skatteverket — Swedish Tax Agency
Labster
Türk Telekom
State Bank of Pakistan
Arla Foods
SchoolSoft
Deloitte
Statkraft
DHL
Saudi Cement
Sinch
Zalora
Claned Group
Hurtigruten AS
Ameeri Dewan
MT Højgaard
SEB
Salling Group
Kela — Finnish Social Insurance Institution
YIT
TDC Net (Nuuday)
Bayer
NAV — Norwegian Labour & Welfare Administration
Visma
Novo Nordisk
Ministry of Hajj and Umrah
NEOM
SimCorp (Deutsche Börse)
Najm Insurance Services
Ooredoo
Audi
Novartis
LEGO Group
Skanska
Vero — Finnish Tax Administration
Jeudan
Nykredit
Tivoli A/S
Planmeca
Mölnlycke
Jacobs Engineering
Kesko
Konecranes Plc
NetCompany Group
Albert
Försäkringskassan — Swedish Social Insurance Agency
Kojamo
DSV A/S
Equinor
Volvo Group
Ørsted
VR-Yhtymä Oyj — Finnish State Railways
Sanoma Pro
Viaplay Group AB
Orion Pharma
Standard Chartered Bank
Vattenfall
Nordea Bank
Arp-Hansen Hotel Group
Kongsberg
Itslearning
DNB Bank
S Group
Nokia
E.ON
SkiStar AB
Schibsted Media Group
Danske Bank
Coca-Cola
Photocure
Credito Emiliano (Credem)
AT&T
Veidekke
Tietoevry
Walmart
Alinea Education
OP Financial Group
KONE
People — people-ksa.com
Deutsche Telekom
Elisa Oyj
Imam Abdulrahman Bin Faisal University
Castellum
Elm Company (إلم)
Warner Bros. Discovery
Unilever
SKF
Neste Corporation
Saudi Water Partnership Company (SWPC)
Scania
Finnair Plc
Intercity Istanbul Park
Coloplast
DirecTV
Ministry of Municipal & Rural Affairs
National Oil Company
Wärtsilä
Orkla
Andel
Yara International
Scandic Hotels Group
Sanoma Group
Telenor ASA
A.P. Møller-Mærsk
Shell
FAQ

Frequently asked questions

What exactly is delivered?

A packaged private AI stack, models, retrieval, speech, document processing, agent orchestration, gateway, identity, logging and an admin console, installed inside your environment and connected to your systems.

Does anything call an external model?

Only if you allow it. The gateway enforces which classes of request may leave the perimeter, and the default posture for classified data is that none do.

Which systems can it connect to?

SAP, Oracle, Dynamics, Odoo, Salesforce, SharePoint, HRMS and DMS platforms, relational warehouses, file shares and scanned archives.

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