Case study · Private AI Deployment
How Entirety Technologies runs private AI agents on its own GPU infrastructure
Entirety Technologies needed AI its teams could use every day without sending company data to public AI services. With AIRA, e-KHOOL's enterprise AI agent platform, Entirety Technologies runs eight AI agents for up to 150 staff on its own GPU infrastructure.
About Entirety Technologies
Entirety Technologies LLC is based in Sharjah Media City (SHAMS), United Arab Emirates (entiretytech.net). It engineers AI infrastructure — data centres, GPU clusters and high-performance computing — sourced across certified local and international partners for clients in the UAE and worldwide. Its offerings span AI infrastructure, AI services, GPU as a service, token as a service, cloud solutions and enterprise IT hardware.
That work produces a heavy daily load of proposals, sizing calculations, project tracking and security operations, which is where its agents save the most time.
The AIRA licence covers up to 150 staff and eight agent templates, which Entirety's own team configures and extends.
The challenge
Entirety Technologies' teams handle a heavy daily load of documents, engineering calculations, project tracking and security operations, and company data had to stay on its own hardware.
Winning work: briefings, proposals and tenders
Engineering: sizing, power, cooling, bills of materials
Finance: financing scenarios for client projects
Delivery: milestones, vendors and site reports
Operations: 24/7 SOC and NOC alert volumes
Compliance: contracts across EU and GCC
The solution: AIRA inside Entirety Technologies' perimeter
Staff use the agents through AIRA. AIRA calls private models and Entirety Technologies' own knowledge, reaches existing systems through connectors, and runs on Entirety Technologies' own GPU infrastructure.
No-code agent builder
Entirety Technologies teams create and extend agents themselves.
Private LLM serving
Open-weight models with retrieval over Entirety Technologies' own documents.
Governance built in
Guardrails, role-based access, human approval steps and a full audit trail.
Fits how staff work
Single sign-on, Arabic and English, web and chat, with connectors to email, documents, projects and ticketing.
Eight agents for Entirety Technologies' daily work
Each agent template connects to Entirety Technologies' documents and systems through the no-code builder.
How the rollout worked
Entirety Technologies' own team installs, configures and rolls out the platform, with e-KHOOL providing the software, templates and support.
- 01
Discovery session
Infrastructure sizing, prerequisites and the first agents, within 5 business days of the purchase order.
- 02
Licence and installer
Licence keys, installer and administrator documentation within 5 business days of discovery.
- 03
Agent templates
Eight agent templates and the online builder guide, delivered with the licence keys.
- 04
Ongoing support
UAE business-hours support by email and portal, with a 4-hour response for critical issues.
The results
Sovereign by design
Every prompt, document and output stays inside Entirety Technologies' perimeter.
Faster proposal drafting
Entirety Technologies teams draft proposals and briefings 50% faster with AIRA agents working on their own documents.
Questions about this deployment
Does Entirety Technologies' data leave its own infrastructure?
No. AIRA runs on Entirety Technologies' own GPU infrastructure, and no prompts, documents or outputs are sent to public AI services.
Which models does Entirety Technologies use?
Open-weight large language models and embeddings served privately on Entirety Technologies' GPUs.
Can Entirety Technologies build more agents itself?
Yes. The no-code builder lets Entirety Technologies teams create and extend agents beyond the eight templates.
Which service delivers this?
Private AI Deployment, one of e-KHOOL's AI services, using AIRA and its agent templates.
Run sovereign AI on your own infrastructure
Tell us about your data, users and compliance needs, and we will plan your private AI deployment.