momentumX AI innovation lab
Ideas are easy. We build them far enough to prove them.
Helping organisations identify where AI can create real value - and build a practical roadmap from opportunity to implementation.
Explore the labWhere business problems meet emerging technology.
→Noteveryopportunitystartswithaclientbrief.TheInnovationLabgivesourteamsspacetoidentifyrecurringchallengesacrossindustries,explorenewtechnologiesandrapidlybuildworkingconceptstounderstandwhatispossible-andwhatisworthtakingfurther.
Currently in the Lab
Things we're exploring.
01
ShelfVision AI
See the shelf. Understand what's happening.
Turn a mobile camera into a retail intelligence tool capable of recognising products and translating shelf conditions into structured information.
Product recognition · Shelf availability · Facings · Share of shelf · Competitor presence · Planogram compliance
COCA-COLA 500ML · 98%FACINGS · 6AVAILABILITY · LOWCOMPETITOR SHARE · 41%
PROTOTYPE
02
SmartSpace
Understand spaces through the signals they create.
Explore how Wi-Fi, sensors and connected devices can help organisations understand movement, dwell, occupancy and utilisation within physical environments.
Footfall · Movement patterns · Dwell time · Zone utilisation · Occupancy · Congestion
ZONE A124 VISITSAVG DWELL 06:14PEAK 14:30
PROTOTYPE / EXPLORATION
03
AML Copilot
More intelligence behind every investigation.
An AI-assisted investigation environment exploring how compliance teams could analyse cases, documents, transactions and risk signals more efficiently.
AML investigations · Case summarisation · Transaction intelligence · Document analysis · Risk signals · Investigator assistance
CASE #AML-28413 unusual transaction clusters identified2 connected counterpartiesSupporting documents analysed: 14
CONCEPT
04
ProcureAI
From procurement data to procurement intelligence.
Explore how AI can support teams analysing vendors, tenders, quotations, contracts and procurement information.
Tender analysis · Quotation comparison · Vendor intelligence · Contract analysis · Supplier risk · Procurement recommendations
Best commercial value - Supplier BFastest delivery - Supplier ACompliance issue detected - Supplier C
CONCEPT
05
Enterprise Knowledge Copilot
Ask the organisation.
A secure AI assistant exploring how employees can access approved organisational knowledge through natural conversation.
Enterprise search · Policies · Procedures · Documents · Knowledge retrieval · Employee assistance
What's our approval process for purchases above AED 100,000?Procurement PolicyApproval MatrixFinance Procedures
PROTOTYPE
06
Flow Intelligence
Turn movement into operational intelligence.
Explore how spatial and behavioural signals can help organisations understand congestion, movement patterns and utilisation across complex physical environments.
Passenger flow · Queue intelligence · Congestion · Dwell · Zone performance · Operational planning
SECURITY - WAIT 08:42GATE ZONE - HIGH DENSITYRETAIL ZONE - AVG DWELL 11:08CORRIDOR C - CONGESTION UP
CONCEPTAcross Industries
Different industries. Similar problems worth solving.
RETAIL & FMCG
Shelf intelligence · Shopper behaviour · Demand intelligence
BANKING & FINANCIAL SERVICES
AML · KYC · Risk · Document intelligence
AVIATION & AIRPORTS
Passenger flow · Procurement · Operations
ENTERPRISE
Knowledge · Productivity · Automation
PROCUREMENT
Vendor intelligence · Tender analysis · Contracts
SMART SPACES
Movement · Occupancy · Asset intelligence
MARKETING
Audience intelligence · Personalisation · Campaign technology
HOSPITALITY & REAL ESTATE
Space intelligence · Customer experience · Operations
RETAIL & FMCG
Shelf intelligence · Shopper behaviour · Demand intelligence
BANKING & FINANCIAL SERVICES
AML · KYC · Risk · Document intelligence
AVIATION & AIRPORTS
Passenger flow · Procurement · Operations
ENTERPRISE
Knowledge · Productivity · Automation
PROCUREMENT
Vendor intelligence · Tender analysis · Contracts
SMART SPACES
Movement · Occupancy · Asset intelligence
MARKETING
Audience intelligence · Personalisation · Campaign technology
HOSPITALITY & REAL ESTATE
Space intelligence · Customer experience · Operations
How Ideas Evolve
Some Experiments Stay Experiments. The Right Ones Become Something Bigger.
The Lab allows us to explore quickly without pretending every idea should become a product. The strongest opportunities move forward based on technical feasibility, business value and real-world validation.
Lab Concept
Defined solution idea, explored quickly to understand what is possible.
Prototype · PilotClient Solution
Being validated in a real environment.
Shaped with a clientMomentumX Product
Reusable MomentumX solution.
ProductisedExperiment Status System
Every experiment in the Lab has a clear status, so teams know what is being explored, what is working, and what is ready to take further.
- Working demonstration.
A tangible build proves the idea in motion and shows what the experience could feel like.
Build with us
Bring Us A Problem.
You don't need to arrive with an AI use case. Bring us an operational challenge, customer problem or business opportunity. We'll explore whether technology can create a better way of solving it.
Book a consultation