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Part 4 of 5 — Application Silos to Real Interoperability: Why F.A.I.R. Data Depends on the Application Stack That Feeds It
CLINICAL TRIAL DATA ARCHIVING — PART 4/5 Part 1 of this series covered cost center to strategic asset. Part 2 covered rear-view mirror data becoming AI training data. Part 3 covered archival burden from M&A becoming a unified advantage that ...
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Part 3 of 5 — Archival Burden to Unified Advantage: How Unified Archives Turn Biotech Acquisitions Into Cross-Cancer Research
CLINICAL TRIAL DATA ARCHIVING — PART 3/5 Part 1 of this series covered cost center to strategic asset. Part 2 covered rear-view mirror data becoming AI training data. This blog is dimension three: archival burden from disparate systems becoming a ...
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From Data Swamp to AI-Ready Asset: A Maturity Model for Enterprises
Most Enterprise Data Is Not Complex. It Is Ungoverned. Organisations describe their data environment as complex when they mean something more precise: data has accumulated across systems that were never designed to share it, retired applications hold decades of business ...
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Data Architecture Blueprint: Building the Technical Foundation for Enterprise AI
The Conversation Most AI Programmes Are Not Having The organisations that move from AI pilot to AI programme share one pattern: they resolved the architecture question before scale revealed it. They defined what the data foundation needed to look like ...
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Part 2 of 5 — Rear-View Mirror to Training Data: How Archived Clinical Trial Data Is Teaching AI to Design the Next Trial
CLINICAL TRIAL DATA ARCHIVING — PART 2/5 Part 1 of this series covered dimension one — cost center to strategic assets. This post covers dimension two: how rear-view mirror data becomes training data for AI/ML models. In January 2026, the ...
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Part 1 of 5 — Cost Center to Strategic Asset: How Archived Clinical Trial Data Is Already Shaving Years Off Drug Development
Last week, I posted my blog that mapped five shifts remaking clinical trial data archiving, from a compliance obligation into R&D infrastructure. This is the first deep dive: dimension one, cost center to strategic asset transformation, using archived data to ...
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Nobody budgets for the second system
Every merger model accounts for synergy. Almost none accounts for the fact that the losing platform doesn't actually go away — it just goes quiet, and stays on the invoice. Most post-merger IT reviews start the same way — with ...
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Stop Asking How the Platform Works. Ask What Changes on Monday
Ask about any data platform and the answer usually comes back as architecture: the knowledge graphs, the query pipelines, the governance design. But the buyers across the table now ask a different question first, and it's the right one: what ...
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Modernizing Legacy Archiving to State of the Art AI Enabled
Why Organizations Are Moving Beyond Optim, OpenText InfoArchive and other Legacy Archive systems to Modern Cloud-Native Archiving Platforms The Legacy Archiving Crisis: A Technology That Never Updates If your organization is running IBM InfoSphere Optim, OpenText InfoArchive, Documentum, Content ...
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Modern Email Archiving: From Compliance Burden to Strategic Asset
How AI-Powered Archiving Transforms Email Management for Enterprise Organizations The Email Problem: Scale and Neglect Every single day, 392.5 billion emails flow across the globe1 That's roughly 120+ messages per office worker, every day. Over a year, a single enterprise ...
