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Featured series

Why Enterprise AI Fails (And How to Fix It)

Articles, webinars and a readiness diagnostic. 

Data made clear and roles made real.

The right operating model makes it obvious who owns what, how decisions get made and how your teams work together. Less confusion, more momentum and a structure that actually delivers.

Data & AI Operating Model

The engine of action.

Here’s the truth – having a data strategy isn’t enough. A strategy tells you where you want to go. An operating model makes it happen. 

An operating model for data and AI makes accountability crystal clear, governance real and processes easy to sustain. And we don’t just design it and walk away. We work with you to implement, refine and embed it so it lasts and delivers real value. 

Let's talk about your operating model

“Our engagements with Ortecha have provided a strong foundation and education that has enabled the success of our data management programme.”

Chief Analytics Officer​, Donegal Insurance

Why does it matter?

Without the right model, even the best strategy falls apart. 

When you get architecture right, you improve decision-making, align your business, data and technology, and build readiness for whatever comes next. All while moving faster and spending less.

We help you fix the common blockers that hold data back:

  • Unclear data ownership leading to duplication and waste
  • Governance, policies & processes that only exist on paper but never seen in practice
  • Tech that doesn't fit how your business actually runs
  • Patchy adoption and internal resistance
  • Legacy operating models that never evolved with your business or your people

What do you get?

An Operating Model that works in the real world, not just in a slide deck:

Clarity on roles
Everyone knows who does what.
Safe ground for AI
Policy & processes that actually scale innovation.
Quicker wins
Proven patterns that show value fast.
Room to grow
A model that flexes as you change.
Ongoing support
We adapt it with you over time.
Visible results
Impact you can measure and show.
Hands-on expertise
Access data leaders without adding headcount.

A client project we’re proud of

From stop-start to a sustainable data discipline​.

A US insurer found its rhythm and built a data management operating model that stuck. ​

This insurer’s data management ambitions kept stalling. Competing priorities, complex integrations and a growing gap between business and IT had left teams frustrated. When a capability assessment confirmed they were still at an early stage, we stepped in to help them build a Data Management Operating Model that made data management a working discipline.

What they got: 

  • A clear vision for sustainable data management: Defined roles, responsibilities and governance to cut through confusion and decision deadlock.
  • Tools for traction: Practical guidance, frameworks and metrics to prove value early and keep momentum.
  • Confidence to grow: A roadmap and funding model that gave data leaders credibility and the organisation a clear way forward.
Find out how we can help you

Why choose Ortecha?

We focus on the human side as much as the tech side.

Clients choose to work with us because: 

  • Our frameworks are proven, but always tailored to your context
  • We design with your stakeholders, not for them
  • Change management is baked in from day one
  • We deliver value early and keep iterating
  • We make tech fit the way your people work, so it's adopted, not abandoned

Ready to build your data & AI engine?

Tell us what's getting in the way and we'll bring in the right practitioners into the conversation.​

Most asked questions.

What’s the difference between this and a Target Operating Model (TOM)?

Think of your Data & AI Operating Model as the whole journey — today and tomorrow. A TOM is usually just the final “future state” picture. We cover both so you don’t just design the end-state, you actually get there.

How do you make sure stakeholders buy in?

We bring them in early. To make sure adoption sticks, we want to make sure people don't just understand the model - they should own it. If you're not sure who should be in this group, we can guide you.  

What if we’re not ready to implement yet?

No problem. We can start with a design-only engagement — giving you a clear, actionable blueprint you can pick up when you’re ready to move.

Your partner for every step

Explore connected solutions.

Data & AI Governance

Let innovation thrive on the trust your data & AI deserve

Enterprise Architecture

Stop fighting your systems, start working with them

Ortecha Trust

Our Framework for data you can trust and every decision that follows.

Data & AI Strategy

Turn scattered activity into a single vision and clear direction

Data Literacy & Culture

Build confidence, shift culture, unlock data’s real value

Resources & Insights

Practical insight from people doing the work.

Untangle Market Data: What the First 30 Days Should Actually Look Like
Infographic | This 30 day action plan shows how to baseline spend, surface duplication and give leadership a defensible position to untangle market data.
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The Market Data Blind Spot Costing Organisations Millions
Market data costs can run into the millions, yet few organisations can see the full picture. This article explores why spend, entitlements and risk stay hidden and how leaders regain control.
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Automated Data Management: What Every CXO Needs to Know
On-Demand Webinar | This webinar cuts through the AI hype to show how leading enterprises are automating data management at scale — safely, pragmatically, and with real ROI.
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Data Management That Thinks
Whitepaper | Why traditional data management and governance can’t scale. What replaces it? Automated Data Management.
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DCAM® v3: Your Path to Data Excellence
Guide | We outline why the DCAM® v3 framework is the way forward to solving data headaches holding your business back.
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DCAM® v3: The New Gold Standard for Data Management - Why It Matters Now
The EDM Association recently released their DCAM v3 framework. This blog outlines why it should be on the radar of every data leader today.
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What Toy Story, Pixar, Steve Jobs and Data Functions Have In Common
This blog explores how data teams can move beyond numbers to create narratives that connect, inspire action, and make insights unforgettable. Because in data, as in cinema, story should come first.
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Building a data operating model
If your Data Strategy is the map, your Operating Model is the vehicle that will get you to your destination. It defines the people and ownership, governance, processes and tooling needed to operate your Data & Analytics Management function. Discover the guardrails, operating levels and accountabilities it should contain.
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Making your data strategy investable
Discover how to align your data strategy with business objectives, engage stakeholders, and drive value. This article guides you in transforming your data strategy from a technical document into a dynamic business tool that delivers a return on investment.
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Anatomy of a Data Management Operating Model
Guide | The 8 essential elements of a data management operating model, including clear capabilities and roles, supported by shared language and a strong data culture.
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