AI Product Development
Customer-facing products with a model at the centre — recommendation, generation or scoring — designed with evaluation and a fallback path.
Talk this throughProduct development
A full product studio — ideate, design, build, repeat
MOD started as a product engineering team and still ships software end to end: native and cross-platform apps, UI/UX design, AR/VR, custom ERP and CRM, and the AI-native products that sit on top of a data platform.
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Delivery leads online — talk to a human, not a botWeb · Mobile · ARProduct surfaces
1 qtrIdea to live MVP
Design → deployIn one team
Product surfaceDesign to deployment
100% delivery success — delivered worldwide across seven regions
AWS
Microsoft Azure
Google Cloud
Databricks
Snowflake
dbt
Power BI
Looker Studio
Azure Synapse
MongoDB
Python
LangChain
AWS
Microsoft Azure
Google Cloud
Databricks
Snowflake
dbt
Power BI
Looker Studio
Azure Synapse
MongoDB
Python
LangChain
What you get
Design, engineering and data in one team
From a customer-facing app to a pricing console or a portal with analytics inside it, we take products from idea to live — native and cross-platform, designed for real users and wired to your data.
- Native and cross-platform apps built to run consistently across devices
- UI/UX design tested on real users — clarity, usability and impact
- AR/VR experiences that blend the digital and physical world
- Custom ERP and CRM that automate workflows and unify business data
- Discovery that is allowed to conclude ‘do not build this’
Application viewEmbedded analytics
Capabilities
What the product studio builds
Design and engineering in one pod, from idea to deployment.
Web & Mobile Engineering
Native and cross-platform apps in React, Next.js, Flutter, Swift and Kotlin — reliable, fast and built to run consistently across devices.
Talk this throughUI/UX Design
User-focused design that is intuitive and visually strong, tested on real users and built to guide people toward action.
Talk this throughAR & VR
Immersive augmented and virtual reality experiences — interactive, memorable, with on-device ML where it counts.
Talk this throughProduct Management
Agile planning, clear roadmaps and market and user research that connect strategy to execution.
Talk this throughCustom ERP & CRM
Custom ERP and CRM systems that automate workflows, organise business data and scale as you grow.
Talk this throughMVP & Discovery
A quarter from idea to something real users touch, with the smallest scope that produces a genuine signal.
Talk this throughBy the numbers
What the product work delivers
Outcomes MOD states for its custom product development — reliable, high-performance apps built to run consistently across devices.
0Products shipped: iHolda, Gollooper, ModTalk, a trade-finance platform & an AR SDK
0%Uptime on native & cross-platform builds (up to)
0%Conversion improvement delivered (up to)
0xFaster load times on product builds (up to)
Delivery model
How the work actually runs
One delivery model, whatever the engagement. You always know what is shipping this week and what it is worth.
01
Discovery
We map your sources, decisions and blockers, understand the business goal, and agree what success looks like before anything is built.
02
Solution design
We design the architecture, data models and use cases — right-sized to your team and your cloud — and cost the work before you commit.
03
Development
Weekly sprints against a visible backlog: pipelines, models, dashboards and applications, all in version control and yours from day one.
04
Testing & validation
Every pipeline and model is tested — with frameworks like PyTest and Great Expectations — so the numbers are trustworthy before they ship.
05
Deployment & training
We deploy into your cloud and train the people who will run it, so the capability lands with your team, not just our code.
06
Support & optimisation
Observability, alerting and continuous improvement keep the system fast, accurate and cost-efficient long after go-live.
Proof
Recent work
Marketing · EMEA
Marketing and CRM data unified across 20+ EMEA countries
A digital-transformation programme that consolidated marketing and CRM data across the region on Azure and Power BI, with a custom lead-management automation built on Power & Logic Apps.
80%Manual workload cut
20+EMEA countries
FMCG · Nestlé
Workforce analytics for Nestlé’s supply & demand planning
HR data marts on SAP feeding automated daily ingestions through AWS Glue and Databricks, on a medallion architecture, so planners could see available resource against production targets.
DailyAutomated ingestions
MedallionData architecture
Data strategy · Germany
One source of truth from 50+ scattered sources
Data strategy and cloud architecture on Google Cloud, ingesting 50+ sources through Stitch, modelled in dbt and surfaced to the CEO and Head of Product in Looker Studio.
50+Sources unified
ExecLive dashboards
Products
Products we have built end to end
Beyond data and AI engagements, MOD ships full products — web, mobile, marketplaces and developer tooling.
iHolda
Community & coaching app
Connect with buddies and coaches, track progress toward goals, sell and share, and build community — a social product delivered end to end.
Gollooper
Service-provider marketplace
Search and match with the right professional, then book, schedule and pay securely — a two-sided marketplace, search to payment.
ModTalk
AI chatbot platform
Create, train, customise and deploy AI chatbots on any website — built on Gemini and ChatGPT with a ChromaDB retrieval layer.
Trade Finance Platform
Fintech platform · GCC
Onboarding, transparent bank bidding and management of LCs, LGs, guarantees and risk participation for corporates and banks.
Cross-platform AR + ML SDK
Developer toolkit
Plug-and-play object tracking, image tracking and plane detection for Flutter, React Native and native — with on-device ML.
FAQ
Questions buyers actually ask
Straight answers. If yours is not here, ask us on a call — we will tell you if we are the wrong fit.
Ask a questionYes — MOD started as a product studio and still ships software end to end, from UI/UX and mobile apps to AR/VR and custom ERP/CRM. Much of it now sits on top of a data platform, but the product craft is the same.
Yes, after a short technical audit. We will give you an honest read on what to keep, what to refactor and what to retire — including when the answer is that a rewrite is not justified.
Yes, in the same pod. Design, engineering and data work from one backlog, which removes the handover that usually costs a project its schedule.
That is a well-defined engagement here: a quarter, a fixed scope and a decision at the end about whether to continue.
Next step
Ready to find out what your data is worth?
Thirty minutes with a delivery lead, not a salesperson. You leave with a point of view on your highest-value use case and what it takes to ship it.