UAE University Students Built an AI to Stop Claim Rejections

A team of UAE university students built an AI tool that predicts insurance claim rejections before the claim is filed. The product, ClaimGuard AI, scans claims for the errors that get them denied and lets healthcare providers fix those errors in advance, said Saeed Galadari, CEO of ClaimGuard AI, in an interview with Khaleej Times.

The team is one of more than 20 students across nine projects in the latest edition of Founders of Tomorrow, an initiative by Dubai SME in partnership with INJAZ UAE that walks university students through mentorship, government and private-sector challenge briefs, and a shot at incubation and funding. The cohort’s student founders are working on problems sourced from American Hospital Dubai, du, Dubai Air Navigation Services, Dubai Police, and Emirates Flight Catering.

What ClaimGuard AI Does and Why Rejections Matter

ClaimGuard AI analyses insurance claims before they are submitted, identifying potential errors or issues that could lead to rejection, the Emirati entrepreneur explained. That gives hospitals and clinics a chance to correct problems in advance, reducing delays and improving reimbursement rates. Galadari’s team has built the platform around predicts claim rejections before they are submitted, the framing he used to set the tool apart from conventional claims software.

The team did not start in insurance. The founders joined Founders of Tomorrow looking for a real-world problem to solve, and they found one in the back-office paperwork of every UAE hospital.

Galadari tied the work to the bigger picture for healthcare in the Emirates. By reducing claim rejections, improving financial sustainability, and providing AI-driven insights, ClaimGuard AI can help healthcare institutions enhance operational efficiency while supporting the UAE’s vision for digital transformation and artificial intelligence in healthcare, he said. The pitch is that fewer rejected claims means steadier hospital revenue, faster patient care, and less time spent reworking submissions.

We realized that claim rejection is not just an administrative issue, it impacts hospital revenue, operational efficiency, and ultimately patient care.

Galadari, CEO of ClaimGuard AI, gave that line to Khaleej Times when describing what pushed him and his team members to build the platform. The full account of the team’s win in the platform that flags insurance rejections before submission describes a pre-submission analysis loop that targets the specific failure modes insurers now flag automatically.

The State-Backed Pipeline Behind the Team

Founders of Tomorrow is the program that produced ClaimGuard AI. It is run by Dubai SME, the small and medium enterprise arm of Dubai’s Department of Economy and Tourism, in partnership with INJAZ UAE, the youth-work-readiness nonprofit. The two organizations describe the initiative as a direct pipeline from university entrepreneurship into the Dubai SME ecosystem.

Abdelaziz Almaazmi, the Director of Business Incubation Department at Dubai SME, said the program is built to bridge academic learning and real-world business challenges. The purpose of the program is to support students among universities to transform their ideas into a business idea, he told Khaleej Times. We work closely with the students to commercialize their ideas.

The current cohort puts more than 20 students across nine projects through a three-month mentorship period with participating organizations. Each team works on a challenge sourced from a government or corporate partner, with structured mentorship from ideation through validation and solution development. Founders of Tomorrow sits alongside wider UAE pushes to put AI in front of students, such as an 11,000-student UAE AI skills push led by GEMS Education and Oracle announced earlier this year.

Dubai SME’s commitment does not stop when the competition ends. Almaazmi said continued support includes incubation services and potential funding on a case-by-case basis. The agency frames Founders of Tomorrow as the first step in a longer relationship, not a one-off pitch event, and that longer runway is the lever student teams like ClaimGuard AI need to move from prototype to paying customer.

What’s Driving UAE Insurance Rejections in 2026

The timing matters. As of early 2026, most UAE insurers have adopted AI-powered auditing tools that cross-reference every claim against Emirates ID-linked medical histories, according to insurance broker eSanad. A mismatched diagnosis code or an undisclosed pre-existing condition flagged in a patient’s digital record now triggers an automatic rejection before a human reviewer even sees the file.

The audit environment has reshaped what counts as a routine denial. Both the Dubai Health Authority, which regulates Dubai, and the Department of Health, which regulates Abu Dhabi, mandate electronic claims submission, and AI auditors validate every claim against ICD-11 coding standards. The shift means claims fail on technicalities that patients and even providers used to fix by phone. The most common failure modes, drawn from five common pitfalls that get UAE health claims denied in 2026, are:

1. Undisclosed pre-existing conditions
2. Lack of prior authorization
3. ICD-11 coding errors
4. Expired dependent visa status
5. Digital e-claim code mismatches

That last category, digital e-claim code mismatches, sits at the heart of what ClaimGuard AI was built to catch. The platform reads the claim before submission and flags the exact kind of mismatch between pre-approval, diagnosis code, and final invoice that the new generation of AI auditors now rejects on sight.

The Nine Projects Sharing the Founders of Tomorrow Stage

ClaimGuard AI is one piece of a wider cohort. Founders of Tomorrow puts nine student teams in front of nine distinct real-world challenges, with each challenge sourced from a government or corporate partner. The cohort is deliberately broad, ranging from healthcare AI to aviation, catering, policing, and telecom.

The cohort’s five named partners are American Hospital Dubai, du, Dubai Air Navigation Services, Dubai Police, and Emirates Flight Catering, according to the Entrepreneur Middle East coverage of the program launch. A reader-facing note worth flagging: the Khaleej Times article on ClaimGuard AI names two slightly different partner rosters in two paragraphs, with one listing Dubai Air Navigation Services and a later one naming Dubai Maritime Authority. The Entrepreneur Middle East account, which Dubai SME itself cross-promoted at launch, lists Dubai Air Navigation Services, which is the partner roster used below. Each organization contributes operational challenges, sector expertise, and mentorship to a student team.

Mentorship runs over a three-month period, with participating organizations working directly with their assigned student teams to refine ideas and explore how they can be implemented. The launch event, held at Dubai Founders HQ, brought students, supporting entities, and ecosystem stakeholders together for a panel discussion on translating public-sector and corporate challenges into scalable entrepreneurial opportunities, followed by live challenge presentations.

Founders of Tomorrow is the inaugural cohort of a longer strategic partnership between Dubai SME and INJAZ UAE. Razan Bashiti, CEO of INJAZ UAE, framed the collaboration as a direct pathway from education to scalable enterprise.

Why Dubai SME Is Funding Student Startups

Founders of Tomorrow is not a stand-alone student competition. It is one input into a much larger plan. The program was launched as part of Dubai’s D33 economic agenda, which targets a doubling of the city’s economy by 2033. Dubai SME has set its own operational targets under that umbrella, including the launch of 27,000 new Emirati businesses by 2033 and the enablement of 8,000 SMEs to sustain and grow. Founders of Tomorrow is the layer of that pipeline aimed at students.

Ahmad Al Room Almheiri, Acting CEO of Dubai SME, said the program represents another strategic step in strengthening Dubai’s position as a leading hub for entrepreneurship and innovation. We are shaping a practical pathway from education to enterprise, he said at the launch, calling the initiative an example of the collaborative spirit between government and private sector that defines Dubai’s approach to economic transformation. The full launch coverage in Dubai SME’s Founders of Tomorrow program and its five cohort partners lays out the operational scaffolding behind that statement.

The structural shape of the bet looks like this:

• 27,000 new Emirati businesses Dubai SME targets to launch by 2033
• 8,000 SMEs Dubai SME aims to sustain and grow
• 2033 is the D33 goal year for doubling Dubai’s economy
• 9 student projects are in the current Founders of Tomorrow cohort
• 20+ students are participating across the cohort

For a tool like ClaimGuard AI, the relevance is direct. Healthcare is one of the larger target sectors inside D33, and AI deployment in healthcare is one of the visible mandates inside the UAE’s broader digital transformation push. A student-built tool that survives Founders of Tomorrow’s selection process and earns Dubai SME incubation lands in front of the people deciding which AI projects get procurement and which do not.

From Three-Month Pilot to Hospital Rollout

Where ClaimGuard AI actually stands today is at the end of the Founders of Tomorrow competition. The platform is pre-submission analysis wrapped around the ICD-11, prior-authorization, and digital e-claim code checks that now drive most UAE claim rejections. The team has a working tool, a Dubai SME mentor, and a cohort of partners whose names carry weight in their respective sectors.

The next phase is the one Dubai SME keeps emphasizing. Almaazmi’s program is built so that incubation services and case-by-case funding continue after the competition. The mentorship period was three-month, but the post-competition runway is the part that decides whether ClaimGuard AI reaches a real hospital billing system or stalls as a demo. The structural choice Dubai SME has made is to keep that runway open-ended for the projects that earn it.

The wider context is that the program is open to students from universities across the UAE, provided their projects are implemented in Dubai. That constraint matters for ClaimGuard AI: the customers the tool would target, hospitals and clinics operating under Dubai Health Authority rules, are exactly the Dubai-anchored healthcare providers the program is designed to feed.

Galadari tied his team’s work to the national vision when he described how reducing rejections and improving financial sustainability supports the UAE’s vision for digital transformation and artificial intelligence in healthcare. Whether that pitch becomes a commercial contract is the next test, and the Founders of Tomorrow pipeline is built to give student teams like ClaimGuard AI a way to take it.