Software Services · Technology, AI & Digital Transformation

Enterprise Data Platforms

Bring operational and business data into one trusted place, so reporting and AI projects can build on it

What it is

Enterprise Data Platforms

We design and build data platforms for industrial and infrastructure organisations. Our work covers collecting data from plant systems, sensors, and business applications, storing it in a governed cloud environment, and exposing it through dashboards and models that operating teams can rely on.

Typical duration: 6 to 16 weeks for a first release, depending on the number of sources
Industry: Software Services

The business problem

Why clients need this

Operational data is spread across historians, spreadsheets, maintenance systems, and ERP. Reports take days to produce, numbers disagree between teams, and AI pilots stall because the data is not ready.

01
The same metric is calculated differently by different teams.
02
Sensor and machine data is collected but rarely used outside the plant.
03
Analytics and AI pilots cannot move to production without reliable, governed data pipelines.

Our approach

How we deliver it

1
Data Landscape Review
Mapping systems, data owners, and the decisions that depend on the data, to identify the highest-value gaps.
2
Architecture & Platform Design
Choosing a cloud architecture that fits your security, cost, and skills, covering storage, pipelines, and access control.
3
Pipeline Build & Data Quality
Building ingestion from plant and business systems, with automated checks that flag missing or suspect data.
4
Dashboards & Handover
Delivering shared metrics and dashboards for operating teams, and training your staff to maintain the platform.

Data & AI

How technology strengthens this service

A shared metric dictionary and automated quality checks mean each number has one definition, one source, and a visible record of how fresh and complete it is.

How we use AI across our work

Typical deliverables

What you receive

Data landscape and architecture document
Working data pipelines for agreed priority sources
Shared metric definitions and operational dashboards
Data quality monitoring and an operations runbook

Outcomes

What changes for you

One trusted source for operational reporting
Less time spent preparing data and more time using it
A foundation that analytics and AI projects can build on

Who it is for

Manufacturers and process plants
Utilities and infrastructure operators
Asset managers and owners
IT and operations leaders

FAQs

Common questions

Which cloud provider do you use?+

We work with the major providers and recommend the one that best fits your existing systems, security requirements, and skills.

Can you connect to plant control systems?+

Yes, through approved read-only interfaces and gateways, designed with your operations and security teams so that control systems are not put at risk.

Do we have to replace our existing systems?+

No. The platform sits alongside existing systems and brings their data together.