Data analytics, data engineering and data science services
Three services that build on each other. Most clients start with the reporting they need now, then add the layer underneath or the layer on top as their questions get harder.
Data engineering moves and cleans your data so it can be trusted. Data analytics turns that data into dashboards and KPIs that explain what happened and why. Data science uses statistics and machine learning to predict what is likely to happen next. Each one builds on the one before it.
You do not need all three to start. If you are not sure where you sit, the signs below are usually a good guide.
Data Engineering
START HERE IF
Your weekly report takes hours to build because data has to be exported and pasted together by hand.
Two reports show different revenue or customer numbers, and nobody can say which one is right.
Dashboards break whenever a source system renames a column or an export fails to arrive.
This is the starting point if your reporting keeps breaking because it's stitched together from CSV exports, or if you're ready to get off spreadsheets before adding a dashboard layer on top.
You have a couple of years of reliable historical data and want to plan ahead with it.
Stock, staffing or budget decisions rely on last year’s numbers plus a gut-feel adjustment.
Customers leave without warning, and you’d like to see churn risk before it happens.
Worth exploring once you have reliable historical data and you're ready to move past reporting on what already happened and into predicting what's next.
Still unsure? Book a free consultation and we will look at the decisions you need to make and the data behind them, then suggest which of the three to start with.
OUR PROCESS
From data to decisions in seven steps
01
Discover
Understand your goals and key decisions
02
Collect
Gather data from CRM, ERP & spreadsheets
03
Engineer
Build reliable data pipelines
04
Transform
Clean, validate & structure data
05
Analyze
Build KPIs and uncover insights
06
Visualize
Create dashboards that drive action
07
Optimize
Continuously improve and measure impact
Services built around how your industry makes decisions
The right dashboard for a hospital is not the right dashboard for a logistics fleet. We shape every engagement around the decisions your industry actually makes.
Healthcare
Finance
Retail
Manufacturing
E-commerce
Logistics
Real Estate
Education
SaaS
Energy
Construction
Healthcare
Finance
Retail
Manufacturing
E-commerce
Logistics
Real Estate
Education
SaaS
Energy
Construction
Ready to build a smarter data strategy?
Book a free consultation and let our experts help you turn your data into a growth engine.