Strategy consulting & advisory
We identify the gaps in your data assets and formulate a roadmap that aligns with your goals — costed, sequenced and owned.
Explore advisoryData & AI consultants
Decode data. Deploy AI.
Decide faster.
MOD is a data & AI consultancy. We start with your situation — reporting you cannot trust, a hire you cannot make, a stalled platform migration, an AI use case — and package a senior team to fix it, then hand it over.
A costed roadmap in 2 weeks. A use case in production in 6.
100% delivery success rate
7 regions worldwide
Product · Data · AI, since 2023
80% less manual work50+ sources unified
Reference architectureLive · sample tenant
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
Where are you right now?
Start with your situation, not a service menu
Most teams do not wake up wanting “data engineering.” They have a situation. Find yours below and see exactly how we help.
Get reliable reporting
Your dashboards disagree and the data is scattered across tools
For Founders, COOs & marketing leaders
See how we helpAdd data & AI capacity
The roadmap is ready but hiring data talent is too slow
For CTOs & engineering leaders
See how we helpScale your data foundation
Growth has outpaced your data foundation and the numbers disagree
For Founders, Heads of Data & COOs
See how we helpMigrate or adopt a platform
Your Snowflake, Databricks or BigQuery move has stalled
For CIOs, Heads of Data & platform owners
See how we helpBuild a data & AI roadmap
There is budget and ambition but no agreed, costed plan
For C-suite & Heads of Data / Analytics
See how we helpShip an AI use case
A manual, high-cost workflow is ready for AI — done safely
For Functional executives & CTOs
See how we helpRun & scale your platform
Your platform is business-critical but the team is stretched
For Heads of Data Platform & CIOs
See how we helpOur core services
Three ways we engage
We turn scattered data into smart decisions and AI-driven products that cut cost, raise productivity and deliver measurable return.
Solutions engineering
We make sure your data is clean, valid and ready to act on, and that it flows seamlessly across every platform you run.
Explore engineeringCapacity building
Customised training and enablement so your team can sustainably use the new tools, processes and insights we leave behind.
Explore enablementHow to start
A way in for wherever you are
From a free diagnostic to a managed platform — small, bounded first steps, each earning the next.
Free first tier
Data & AI Maturity Assessment
A scored diagnostic of your governance, platform, analytics and AI readiness.
Learn more 2–4 weeksData Audit & Roadmap
A current-state audit and a costed, sequenced roadmap leadership can act on.
Learn more 4–6 weeksAI Proof of Concept
One bounded use case taken to a working, measured POC before you commit.
Learn more ~8 weeksAnalytics Engineering Build
A defined build — pipelines, models and dashboards — tested and handed over.
Learn more OngoingEmbedded Data Team
Senior data, analytics and ML engineers embedded in your team and repos.
Learn more OngoingManaged Data Platform
We run, monitor and improve your platform so it stays reliable after launch.
Learn moreExplore our services
Eight ways in, one operating model
Every engagement runs the same way — a small pod, two-week cycles, production early. What changes is where we point it.
Service
AI
Strategy, generative AI, copilots and RAG systems — taken from pilot to a governed production service.
ExploreService
Agentic AI
Autonomous agents that take scoped, reversible action in your real systems, with a full audit trail.
ExploreService
Data Engineering & Ops
Pipelines, integration, observability and analytics engineering that make the numbers trustworthy.
ExploreService
Data Platforms
Cloud-native lakehouse and warehouse foundations — governed, cost-controlled and portable.
ExploreService
Analytics
Certified metrics, decision surfaces and embedded analytics that change what people do.
ExploreService
Data Science & ML
Forecasting, segmentation, lifetime value and deep learning, built to ship and stay correct.
ExploreService
Product Development
Data-intensive and AI-native products, shipped as thin vertical slices and handed over properly.
ExploreService
Data Maturity Assessment
Benchmark against DAMA-aligned levels and your sector, then close the two gaps that matter.
ExploreWhy MOD
An extension of your team, not another vendor
The delivery discipline that earned a 100% success rate across seven regions — sized, priced and handed over for a team like yours.
A fixed weekly cadence
You always know what is shipping this week and what it is worth — progress is public, not a quarterly status deck.
You own everything
Code, models, dashboards and infrastructure live in your accounts from day one. No lock-in, no black boxes.
Senior people, pairing
The people on the kickoff call are the people who deliver — and your team pairs with ours so the capability stays.
Honest scoping
If the numbers do not support a build, we tell you. Straight advice is what you are actually paying for.
Tech partners
AWS
Microsoft Azure
Google Cloud
Databricks
Snowflake
Salesforce
dbt
Power BI
Looker
DataIKU
AWS
Microsoft Azure
Google Cloud
Databricks
Snowflake
Salesforce
dbt
Power BI
Looker
DataIKU
By the numbers
The MOD track record
A 100% delivery success rate, on real data and AI programmes for teams from fast-growing startups to global enterprises.
0%Delivery success rate across every engagement
0Regions — worldwide, across four continents
0%Manual workload removed on a marketing transformation
0+EMEA countries unified on one data platform
Platforms
We deliver on the stack you already run
AWSGlue, S3, Synapse-scale pipelines
Microsoft AzureSynapse, Data Lake, Power BI, Fabric
Google CloudBigQuery, Looker Studio, dbt
DatabricksLakehouse, medallion architecture
Delivery model
How the work actually runs
One delivery model, whatever the engagement — five stages from first call to the day you no longer need us.
01
Discovery
Mapping sources, decisions and blockers into a clear, costed plan you keep either way.
02
Solution design
Architecture, data models and use cases, right-sized to your team and cloud.
03
Development
Weekly sprints against a visible backlog. Every asset version-controlled and yours.
04
Testing & validation
Pipelines and models tested with PyTest and Great Expectations before they ship.
05
Deployment & training
Deployed into your cloud, with your team trained to run it.
06
Support & optimisation
Observability, alerting and continuous improvement after go-live.
Client view
What changes after
the first quarter
We measure engagements on decisions changed, not dashboards delivered.
Industries
Your industry, reinvented with MOD
Whatever your sector, we tailor the solution to the challenges you actually have — so you lead your industry with confidence.
GovernmentCitizen services and open data
RetailOmnichannel demand and margin
Real EstatePortfolio yield and valuation
Power & EnergyGrid, load and revenue assurance
FinanceRisk, fraud and regulatory reporting
LogisticsNetwork cost and on-time delivery
EducationEnrolment, outcomes and retention
HealthcareClinical insight and operations
Success stories
Real work, across data and AI
A selection of engagements — from enterprise data platforms to AI products — and what changed on each. Hover to pause.
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
AI · Analytics
Ask your database a question, get an answer — no SQL
A conversational, question-first platform where table, column and SQL-generation agents turn plain English into queries across PostgreSQL, BigQuery and MySQL.
No SQLNeeded to query
Self-serveAnalytics
Energy · IoT
From manual checks to automated oil-field monitoring
A custom API pings IoT sensors across oil fields into MongoDB, transformed in Python and surfaced in a Dash dashboard at individual-sensor granularity for predictive maintenance.
Real-timeOutage tracking
PredictiveMaintenance
AI · Customer support
ModTalk: train and deploy a support chatbot in minutes
An all-in-one AI chatbot platform — create, train on your own documents, customise and embed on any site — built on Gemini and ChatGPT with a ChromaDB retrieval layer.
24/7AI support
Any siteOne snippet
Finance · Wealth mgmt
Targeting portfolio growth for financial advisers
PII-safe client segmentation with DataIKU machine-learning pipelines that identify high-potential clients for advisers, validated with PyTest and Great Expectations.
ML-drivenSegmentation
PII-safeBy design
AI · HR automation
Screening to scheduling, handled end to end
An n8n workflow that scores CVs with the Gemini API, auto-shortlists candidates, tracks multi-stage interviews and books them through Calendly and Google Calendar.
AutoCV scoring
FasterTime-to-hire
AI · AR SDK
A cross-platform AR + ML toolkit that runs on-device
Plug-and-play object tracking, image tracking and plane detection for Flutter, React Native and native, with on-device YOLO inference for speed, privacy and offline use.
On-deviceAR + ML
CrossPlatform
AI · Growth
Turning winning cold-email patterns into a repeatable engine
An outreach engine that codifies top-performing campaign patterns into AI instructions and generates three tailored variants per lead using GPT and Gemini.
3 variantsPer lead
RepeatableAt scale
Finance · GCC
A trade-finance platform that bridges shipment and inspection
A platform for a GCC client that onboards and verifies corporates and banks, runs transparent bank bidding, and manages LCs, LGs, guarantees and risk participation end to end.
LC / LGManaged end to end
Bank-to-bankRisk participation
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
AI · Analytics
Ask your database a question, get an answer — no SQL
A conversational, question-first platform where table, column and SQL-generation agents turn plain English into queries across PostgreSQL, BigQuery and MySQL.
No SQLNeeded to query
Self-serveAnalytics
Energy · IoT
From manual checks to automated oil-field monitoring
A custom API pings IoT sensors across oil fields into MongoDB, transformed in Python and surfaced in a Dash dashboard at individual-sensor granularity for predictive maintenance.
Real-timeOutage tracking
PredictiveMaintenance
AI · Customer support
ModTalk: train and deploy a support chatbot in minutes
An all-in-one AI chatbot platform — create, train on your own documents, customise and embed on any site — built on Gemini and ChatGPT with a ChromaDB retrieval layer.
24/7AI support
Any siteOne snippet
Finance · Wealth mgmt
Targeting portfolio growth for financial advisers
PII-safe client segmentation with DataIKU machine-learning pipelines that identify high-potential clients for advisers, validated with PyTest and Great Expectations.
ML-drivenSegmentation
PII-safeBy design
AI · HR automation
Screening to scheduling, handled end to end
An n8n workflow that scores CVs with the Gemini API, auto-shortlists candidates, tracks multi-stage interviews and books them through Calendly and Google Calendar.
AutoCV scoring
FasterTime-to-hire
AI · AR SDK
A cross-platform AR + ML toolkit that runs on-device
Plug-and-play object tracking, image tracking and plane detection for Flutter, React Native and native, with on-device YOLO inference for speed, privacy and offline use.
On-deviceAR + ML
CrossPlatform
AI · Growth
Turning winning cold-email patterns into a repeatable engine
An outreach engine that codifies top-performing campaign patterns into AI instructions and generates three tailored variants per lead using GPT and Gemini.
3 variantsPer lead
RepeatableAt scale
Finance · GCC
A trade-finance platform that bridges shipment and inspection
A platform for a GCC client that onboards and verifies corporates and banks, runs transparent bank bidding, and manages LCs, LGs, guarantees and risk participation end to end.
LC / LGManaged end to end
Bank-to-bankRisk participation
Insights
Working notes from actual delivery
No hype, no vendor pitch — short, specific writing from the people doing the work.
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 questionTwo weeks to a costed roadmap, and a first use case in production in about six weeks. You are never more than a week from something you can look at.
No. Cleaning and modelling the data is most of the work — it is what we do. We start from the decision you want to change and build back from there.
From fast-growing startups to global enterprises. We have delivered for a Nestlé division and for GCC banks, and equally for founders shipping a first product. What matters is that there is a decision worth improving.
You do — everything, in your accounts and repositories from day one. Your engineers pair with ours so the handover is a formality.
Because we start from a decision with a number attached, not a model. If we cannot find one worth changing, we tell you not to build.
Next step
Ready to turn your data into actionable insights?
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.
Speak with our team today
Your transformation starts here
Thirty minutes with a delivery lead — not a salesperson. Bring the problem you keep postponing and you will leave with a point of view on it.
