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Why Enterprise AI Fails (And How to Fix It)

Articles, webinars and a readiness diagnostic. 

The latest insights & news

Data Culture vs Data Governance - Ortecha Insights (2)
Data Culture Club catch-up: Data Governance vs Data Culture
Data Culture and Data Governance are often viewed as opposites (the ‘carrot’ and the ‘stick’) but in practice they can be deeply interconnected. We welcomed some Data Governance guests to our Data Culture Club event to settle the debate.
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Nashville Cityscape - Ortecha News
Ortecha's Mark McQueen appointed to EDM Association Board of Directors
Mark McQueen, Managing Partner, North America, joins the EDM Association Board, building on Ortecha's longstanding role in shaping data management standards.
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Team sharing data, celebrating progress - Data Culture Club
Data Culture Club catch-up: Motivation and Recognition
Data Culture work is often about encouraging colleagues to learn something new or adopt different ways of working. But how can we drive engagement, curiosity and sustained participation in a way that feels meaningful rather than mandatory?
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Artificial Intelligence Layers - Header
From Artificial Intelligence to Superintelligence
AI terminology is evolving quickly, but what do these terms actually mean. We unpack them and explain why greater AI capability places greater demands on enterprise data, knowledge, architecture and governance.
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Blue roadtrip car on winding mountain road
You Wouldn't Plan a Road Trip Without a Map, So Why Transform Your Business Without One?
Before changing systems, processes or operating models, see how enterprise architecture reveals what connects, what depends and what could break.
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Healthcare Data Management - Ortecha Insights
What My NHS Health Check Taught Me About Data Management
A routine NHS Health Check revealed a familiar enterprise challenge: having the data is one thing. Making it trusted, connected and usable is another.
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Making Enterprise AI Work - Ortecha Q&A
Making Enterprise AI Work: Your Questions Answered
Watch Ortecha’s enterprise AI Q&A for practical answers on governance, ownership, business context and where to start with AI in your organisation.
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Regulation Compliance Provision 29 - Ortecha Insights - Header
Provision 29: What You Need to Know
New internal-control reporting requirements are putting greater accountability on UK boards. Here is what Provision 29 means, who it affects and why credible compliance depends on trustworthy data.
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Data Governance - Ortecha Blog
AI Governance is Not a Framework Problem
The question is not which AI governance framework to choose. The question is how to combine the right frameworks, rules and controls into an operating capability that people can actually use.
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Swarm Intelligence in AI - Ortecha Insights - Header
Introducing Swarm Intelligence: The Next Stage for Enterprise AI
As AI moves from answering questions to taking action, organisations need to prepare their people, data and knowledge for a world of connected, coordinated AI agents. Here's what we presented at CDOIQ 2026.
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Power BI Tableau AI - Ortecha Insights - Header
Is AI About to Replace Power BI and Tableau?
AI can generate dashboards in minutes, but enterprise reporting requires more than great visuals. We explore where AI fits alongside Power BI and Tableau, and how to choose the right approach for prototyping, governance and production reporting.
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London City Tech - Featured Image - Ortecha News
Ortecha and Neo4j Partner to Turn Connected Data into Better Decisions and More Reliable AI
Data Graphs and Ortecha announce strategic partnership to help enterprises solve the AI context gap with shared semantic models, knowledge graph technology and enterprise delivery expertise.
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The Memory Problem - Enterprise AI - Ortecha Solutions
Why AI Agents Fail Without Enterprise Memory
AI agents don't fail because they can't access enough content. Your AI agents can read your documents, but that doesn't mean they understand your business. They need enterprise memory.
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The Governance Problem - Enterprise AI - Ortecha Solutions
Controlling AI Chaos: Governance for the Agentic Enterprise
You've let AI into the enterprise. Now you need to prove you can control it. AI adoption is moving fast, yet shadow AI, agent sprawl and weak accountability are turning governance gaps into operational risk.
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The Data Problem - Enterprise AI - Ortecha Solutions
Why Enterprise AI Fails: The Data Problems Nobody Fixed
You've been doing data for years. AI will show you whether you did it well enough. AI does not know your workarounds. Hidden data, accountability and governance gaps are becoming enterprise risks.
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Ortecha's DCAM v3 Pocket Guide - Header
DCAM® v3 Pocket Guide
The ultimate guide to DCAM®. Learn what DCAM is, why it matters & how to improve data management capability. Includes expert implementation tips, maturity insights and advice from Diamond DCAM Partners.
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London City Tech - Featured Image - Ortecha News
Data Graphs and Ortecha Partner to Help Operationalise Enterprise AI
Data Graphs and Ortecha announce strategic partnership to help enterprises solve the AI context gap with shared semantic models, knowledge graph technology and enterprise delivery expertise.
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London City - Featured Image - Ortecha News
Ortecha and Oxford Semantic Technologies Partner to Accelerate Enterprise AI and Data Transformation
Ortecha and Oxford Semantic Technologies announce strategic partnership to help enterprises build trusted, explainable AI with semantic technology and delivery expertise.
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