Enterprise Data & AI Delivery

OJT Technologies builds the data foundations AI is delivered on.

OJT Technologies is an enterprise data and AI delivery consultancy. We lead Databricks and Azure data platform delivery, Lakehouse architecture and governed data products for complex, regulated organisations — delivered through disciplined, flow-based agile practice.

AZURE DATABRICKS AWS AGILE · SCRUM DATA GOVERNANCE
20+ Years
Delivery experience
Azure · Databricks · AWS
Platform expertise
Scrum · Kanban
Agile & flow practice
Raw → Working → Curated
Governed data layers
What we deliver

Data and AI delivery, end to end

From platform engineering to the agile operating model around it — we cover the full delivery chain enterprise data and AI programmes depend on.

Data Platform Delivery

Enterprise-scale platform delivery across Azure, Databricks and AWS — data acquisition, ingestion, real-time and batch pipelines, and large-scale data migration.

AI Enablement

Establishing the governed, trusted data foundations that analytics, automation and AI depend on — so models and products are built on data that can be relied upon.

Databricks & Cloud Engineering

Lakehouse architecture and governed data products across Raw, Working and Curated layers — engineered for reuse, quality and scale.

Agile & Flow Delivery

Scrum, Kanban, flow metrics and systems thinking applied to complex delivery — improving predictability and removing impediments.

Our approach

Delivery-led, not deck-led

INGESTGOVERNENABLEDELIVER VALUE

OJT Technologies is an enterprise data and AI delivery consultancy built on over 20 years of experience delivering complex technology and transformation programmes across public and private sector organisations, with recent years focused on enterprise data platforms, cloud data engineering and AI enablement.

We lead enterprise-scale data platform delivery across Azure, Databricks and AWS, including data acquisition and ingestion, real-time and batch data pipelines, data migration, Databricks Lakehouse architecture and the development of governed data products across Raw, Working and Curated data layers.

Our focus is on establishing the enterprise data foundations required for analytics, automation and AI — bringing together data engineering, cloud platforms, data governance, metadata, data quality and business requirements to enable trusted, reusable data at scale.

We combine data and technology delivery experience with a strong Agile and Lean background, including Scrum and Kanban, applying flow metrics, systems thinking and pragmatic agile practice to improve predictability, manage complex delivery, remove impediments and enable multidisciplinary data teams to deliver value continuously.

We work across data engineering, architecture, product, analysis and senior business stakeholders — translating strategic outcomes into executable delivery, while operating effectively within the governance and controls of large, complex and regulated organisations.

How we deliver

Governed data, built in layers

Every platform we deliver is structured around three governed data layers — the backbone of a trusted, reusable Lakehouse.

LAYER 01

Raw

Data acquired and ingested directly from source systems — unmodified, complete and auditable from day one.

LAYER 02

Working

Cleansed, conformed and quality-checked data, transformed and ready for the business logic layered on top.

LAYER 03

Curated

Governed, trusted data products — ready to power analytics, automation and AI across the organisation.

Delivery track record

Trusted with enterprise delivery across rail, utilities, housing and technology

OJT Technologies has delivered enterprise data and technology programmes within some of the UK's largest infrastructure, utilities and public sector organisations.

Network Rail
Rail Infrastructure

Supporting enterprise data delivery within one of the UK's largest rail infrastructure organisations.

Thames Water
Utilities

Leading data platform and delivery workstreams within a major enterprise data lakehouse migration.

LNER
Rail Operations

Delivering data and technology change within a fast-moving, customer-facing rail operator.

Homes England
Housing & Regeneration

Supporting data-led delivery within a government housing and regeneration agency.

Tata Consultancy Services
Global Technology Services

Delivering enterprise programmes in partnership with a global technology services leader.

Delivering your next programme?

Let's talk about your enterprise data or AI delivery challenge.

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Let's deliver your data and AI programme

Whether you're starting a Lakehouse migration or need experienced delivery leadership for an existing data programme, OJT Technologies can help.

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Get in touch

Tell us about your programme

The fastest way to reach us is by email — tell us a little about your data platform, AI or delivery challenge and we'll come back to you.

hello@ojttech.com