AI built for the work businesses shouldn't still be doing manually.
We build specialized AI products around real operational workflows — helping businesses automate repetitive work, organize critical information, and move faster without sacrificing human control.
Our products
Specialized AI for high-friction workflows.
Each ilna product is built around a specific operational problem rather than forcing businesses into a generic AI tool.
For specialty clinics & private practices
ilna Practice
An AI growth engine for the patient journey.
ilna Practice helps specialty clinics and private practices automate front-desk and patient-growth workflows across calls, messaging, bookings, intake, follow-up, reactivation and more.
- Omnichannel patient communication
- Booking & intake automation
- Post-appointment follow-up
- Patient reactivation
- Revenue recovery workflows
- 24/7 front-desk coverage
For contractors & suppliers
ilna Prequal
Turn every prequalification into a review task.
ilna Prequal helps contractors and suppliers maintain their company credentials, certifications, financials, personnel and project experience once — then reuse that verified information across supplier registrations and prequalification requests.
- Reusable Company Passport
- Supplier & vendor prequalification
- Qualification requirement matching
- Supporting-document management
- Missing & expired document detection
- Human review before submission
Why ilna
Different industries. The same operational problem.
Across industries, valuable teams still lose hours to repetitive administrative work — searching for information, copying data, following up, checking documents and coordinating routine tasks. ilna AI builds specialized products that take that work off their plate.
Built around real workflows
We start with the way the work actually happens, not with a generic AI assistant.
Automate the repetitive work
AI handles the searching, organizing, matching, preparation and routine execution.
Keep people in control
Important decisions remain reviewable, traceable and owned by the people responsible for them.
Our approach
AI that fits the job.
Understand the workflow
We identify where teams lose time to repetitive operational work.
Structure the information
We turn scattered business information into usable operational knowledge.
Automate the preparation
AI handles repetitive analysis, coordination and execution.
Preserve human judgment
Teams remain in control of important decisions.
About ilna AI
Applied AI for real operational problems.
ilna AI is a Dubai-based software company building purpose-built AI products for workflows where repetitive administrative work slows businesses down.
Rather than building generic assistants, we design specialized software around the operational realities of each industry we serve.
Founded
2025
Based in
Dubai, UAE
Focus
AI & SaaS
Markets
UAE, GCC & global
Find the ilna product built for your workflow.
I run a clinic
Automate patient communication, bookings, follow-up and growth workflows.
Explore ilna PracticeI manage supplier prequalifications
Turn repeated vendor registrations and qualification requests into a streamlined review process.
Explore ilna Prequal