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.
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.
Delivery-led, not deck-led
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.
Governed data, built in layers
Every platform we deliver is structured around three governed data layers — the backbone of a trusted, reusable Lakehouse.
Raw
Data acquired and ingested directly from source systems — unmodified, complete and auditable from day one.
Working
Cleansed, conformed and quality-checked data, transformed and ready for the business logic layered on top.
Curated
Governed, trusted data products — ready to power analytics, automation and AI across the organisation.
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.
Supporting enterprise data delivery within one of the UK's largest rail infrastructure organisations.
Leading data platform and delivery workstreams within a major enterprise data lakehouse migration.
Delivering data and technology change within a fast-moving, customer-facing rail operator.
Supporting data-led delivery within a government housing and regeneration agency.
Delivering enterprise programmes in partnership with a global technology services leader.
Let's talk about your enterprise data or AI delivery challenge.
Get in touch →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.
Start a conversationTell 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