LakeHouse for financial reporting
A DataMart and LakeHouse architecture with SQL-to-PySpark transformations and Tableau reporting — a single source of truth for faster, more accurate financial insight.
Success stories
Real work, across data and AI
Data platforms, analytics and AI products delivered for teams from global enterprises to fast-growing startups. Where a client cannot be named, we describe them by sector and region.
MWRKJT
Delivery leads online — talk to a human, not a bot11Engagements below
100%Delivery success
7Regions worldwide
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
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
More transformation work
Examples of our impact
A sample of cloud, data and analytics engagements delivered end to end.
Cloud ETL modernisation with AWS Glue
Legacy ETL refactored into AWS Glue jobs, with transformation logic reverse-engineered and documented for scalability and efficiency.
Coffee supply-chain traceability on Azure
A cloud data infrastructure tracking coffee-bean origins and destinations, with automated workflows for transparent, scalable supply-chain insight.
HR analytics DataMart
A centralised DataMart with end-to-end ETL on Azure Synapse and SQL stored procedures, improving HR and workforce reporting.
By the numbers
Across the portfolio
0%Delivery success rate across every engagement
0%Manual workload removed on a marketing transformation
0+Data sources unified into one source of truth
0+EMEA countries on one marketing data platform
Client view
What changes after
the first quarter
We measure engagements on decisions changed, not dashboards delivered.
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 questionBecause they asked. In regulated sectors a public reference can itself be sensitive. We will introduce you to a comparable client on a call once we are both past the first conversation.
From a baseline taken in week one — current effort, current cost, current error rate — measured again at the quarterly review. We publish the method with the figure.
Yes, matched to your sector and roughly your size. We ask before we share a contact, so give us a few days.
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.