DXB Hackathon 2026 · Judging

How you’ll be judged.

Every team is scored by the judging panel on the same five criteria. University and school teams are judged against standards that fit what each can achieve in the time.

Criteria
5 criteriaSame for every challenge
Scale
Each scored 1 to 5Weighted into a total out of 100
Panels
2 roundsSaturday all teams, Sunday the final
01 / The five criteria

What judges look for.

1

Problem understanding

Explains the DXB problem clearly: who is affected, why it matters, and which scenario or users they chose

University15
Schools20
2

Innovation and creativity

An original idea or a fresh way of using AI, data or the DXB map, beyond the obvious answer

University20
Schools25
3

Solution and execution

How much of the solution works, how well it uses the supplied data, APIs and map, and whether it meets the brief's mandatory requirements

University30
Schools20
4

Impact, feasibility and responsible use

Real value for Dubai Airports, a realistic path to adoption, synthetic data only, people stay in control of AI decisions

University20
Schools15
5

Presentation and teamwork

A clear pitch within time, a confident Q&A, and every team member contributing

University15
Schools20

Bars show how many of the 100 points each criterion is worth in each track.

02 / The scale

Each criterion scored 1 to 5.

1Not shown
2Emerging
3Good
4Strong
5Outstanding

Each score is converted into points using the criterion’s weight for your track, and the five criteria add up to a total out of 100.

points = score × weight ÷ 5

Example: a score of 4 on Solution and execution (University weight 30) earns 4 × 30 ÷ 5 = 24 points.

03 / Scoring guide

What a 1, a 3 and a 5 look like.

A working demo on the supplied data is expected. Missing one of the brief’s mandatory requirements caps Solution and execution at 3.
CriterionScore 1 looks likeScore 3 looks likeScore 5 looks like
Problem understandingWeight 15 ptsRestates the challenge title; no clear user or pain pointExplains the problem and the users affected, with one or two realistic DXB situationsSharp insight into the root cause, uses evidence from the brief and data, and clearly scopes what they chose to solve
Innovation and creativityWeight 20 ptsGeneric chatbot or dashboard with nothing specific to DXBSome original features or a sensible new use of the supplied dataA genuinely new approach that makes judges think again about the problem
Solution and executionWeight 30 ptsSlides only, or a demo that does not runWorking demo of the core flow on supplied data; mandatory requirements metRobust end-to-end demo, clean design, strong use of the APIs, data and map, handles edge cases
Impact, feasibility and responsible useWeight 20 ptsBenefit unclear; uses real personal data or lets AI act uncheckedClear benefit for DA staff or passengers and a believable path to a pilot; synthetic data onlyBenefit is measured (time, cost, passengers), integration path is realistic, AI outputs are explainable with people in control
Presentation and teamworkWeight 15 ptsOver time, unclear, one person does everythingClear story within time; answers most questionsCompelling, well-timed pitch; confident, honest Q&A; every member contributes
Judges score against what a strong school team can do in about 20 hours. Mock-ups and partial demos can earn full marks.
CriterionScore 1 looks likeScore 3 looks likeScore 5 looks like
Problem understandingWeight 20 ptsCannot say who the solution is forDescribes the problem in their own words and who it helpsExplains the problem clearly with a real example from the brief and why it matters to DXB
Innovation and creativityWeight 25 ptsCopies an existing app with no new ideaAt least one creative idea of their ownA surprising, imaginative idea that judges would want to explore further
Solution and executionWeight 20 ptsIdea only, nothing to showA mock-up, wireframe or partly working demo shows the main ideaA clickable prototype or working demo, even if simple, that uses some of the supplied data or map
Impact, feasibility and responsible useWeight 15 ptsNo link to how it would help the airportExplains who benefits and how, and uses only the data providedThinks about how it could really be used at DXB and how people stay in charge of the AI
Presentation and teamworkWeight 20 ptsHard to follow; only one member takes partClear story; most members take part; try to answer questionsEngaging, well-organised pitch; everyone speaks; thoughtful answers

Scores of 2 and 4 sit between these descriptions.

04 / From scores to winners

How the results are decided.

Saturday
Knockout Round
Every team presents to the Technology Panel. The top six teams go through to the final.
Sunday
Grand Final
The finalists present again to the C-Level panel, judged on the same criteria. The top three win.
Your score
Average of the judges
Your result is the average of the judges’ totals. Judges with a conflict of interest don’t score that team.
Ties
Impact, then execution
Equal averages are split by Impact points, then Execution points. If still level, the panel chair decides.