Turning invisible, human-level information gaps into fully realized AI-powered solutions.
Data Conscious Group brings enterprise-grade data and AI discipline to the parts of critical industries that technology forgot.
Led by over three decades of enterprise data leadership.
Forged at Shell, BP, NTT Data and Informatica. Now building for the industries that need it most.How it works
The parts of critical industries that technology forgot don't just need better software. They need information that never made it into any system in the first place.
01 Start where it hurts
The most critical area: the one that shapes outcomes but reaches no system. The struggles are real, and almost entirely undocumented.
02 Build the solution people need
An end-user solution that solves the problem first. Useful on its own, before data or AI enter the conversation.
03 Capture real life, generate new data
As people use it, entirely new data is generated where none existed. That signal feeds back to the people who created it.
04 Integrate & govern
What was scattered across departments, locations and jurisdictions becomes one trusted, well-governed foundation.
05 Unlock the intelligence
A foundation that's finally AI-ready. Intelligence that works where others stall.
Human problem → end-user solution → new data generated → integrated & governed → AI-ready advantage.
Why us
Most data and AI companies wait for clean, centralized data. We go looking for it, in the areas everyone else skipped: too complex, too scattered, too tedious. We create it, fix what's spread across departments, locations and jurisdictions, or doesn't even exist, and govern it properly, so it becomes a foundation you can build AI solutions on.
Products
Built for the functions where information is generated every day and captured nowhere.
Capture
Collection tools shaped around how frontline work actually happens, so recording something takes seconds rather than a second job.
Weave
Agent and graph-based integration that connects systems never designed to talk, without a multi-year pipeline programme.
Signal
Turns newly captured records into patterns a team can act on, what keeps recurring, what is about to.
Services
The disciplines behind the products, available on their own.
Data strategy
Where data should come from, who owns it, and what it is for.
Data governance
Frameworks, quality, taxonomy and master data that hold up in practice.
AI strategy and governance
Readiness assessment and oversight aligned with EU, NIST and OECD expectations.
Data and AI risk
Finding where models will fail before they are trusted with a decision.
Data and AI privacy
GDPR and CCPA-aligned handling built in from collection, not bolted on later.
Integration architecture
Agent and graph approaches for estates that conventional integration has stalled on.
About
Where we work
Critical functions where information shapes outcomes but reaches no system.
Who we are
A UK-based company founded and led by seasoned professionals whose careers span the front lines of global technology, data, AI and sustainability. Our leadership team has shaped enterprise data strategy at Shell, BP, NTT Data and Informatica. Organisations where the stakes are measured in billions and the margin for error is zero. We bring that rigour to the industries where it matters most: the ones that affect lives.
Work with us
Tell us which function is frustrating everyone involved. We will tell you whether there is data to work with.
- sales@dataconscious.co.uk
- Phone
- +44 7960 085 975
- /company/dataconscious-group