# silos

Published articles for silos.

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## AI success depends on data foundations

DevFeed: [AI success depends on data foundations](<https://devfeed.tech/articles/ai-success-depends-on-data-foundations-33594.md>)

Original publisher: [Read original article](<https://blog.scottlogic.com/2026/08/14/ai-success-depends-on-data-foundations.html>)

Author: James Heward

Published: 2026-08-14T14:19:00Z

Content type: article

Language: en

Sources: [Scott Logic](<https://devfeed.tech/sources/scott-logic.md>)

Topics: [data-architecture](<https://devfeed.tech/topics/data-architecture.md>), [AI Strategy](<https://devfeed.tech/topics/ai-strategy.md>), [AI Development](<https://devfeed.tech/topics/ai-development.md>)

Tags: [agentic-ai](<https://devfeed.tech/tags/agentic-ai.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-readiness](<https://devfeed.tech/tags/ai-readiness.md>), [artificial-intelligence](<https://devfeed.tech/tags/artificial-intelligence.md>), [data](<https://devfeed.tech/tags/data.md>), [data-engineering](<https://devfeed.tech/tags/data-engineering.md>), [governance](<https://devfeed.tech/tags/governance.md>), [integration](<https://devfeed.tech/tags/integration.md>), [legacy-it](<https://devfeed.tech/tags/legacy-it.md>), [legacy-modernisation](<https://devfeed.tech/tags/legacy-modernisation.md>), [prototypes](<https://devfeed.tech/tags/prototypes.md>), [quality](<https://devfeed.tech/tags/quality.md>), [silos](<https://devfeed.tech/tags/silos.md>)

### AI overview

Strong data foundations--discoverable, high-quality, accessible, governed, and integrated--are presented as essential for reliable AI outcomes, especially as organisations adopt more autonomous agentic systems.

### Source excerpt

As organisations invest in AI, many discover that their biggest challenges are not AI-related at all. In this post, I explore why strong data foundations, from quality and accessibility to governance and integration, are essential for turning AI ambition into reliable, production-ready outcomes.

## TBM 434: How Maps Can Hide Problems

DevFeed: [TBM 434: How Maps Can Hide Problems](<https://devfeed.tech/articles/tbm-434-how-maps-can-hide-problems-40060.md>)

Original publisher: [Read original article](<https://cutlefish.substack.com/p/tbm-434-how-maps-can-hide-problems>)

Author: John Cutler

Published: 2026-08-01T09:13:07Z

Content type: opinion

Language: en

Sources: [The Beautiful Mess](<https://devfeed.tech/sources/the-beautiful-mess.md>)

Topics: [context](<https://devfeed.tech/topics/context.md>), [structure](<https://devfeed.tech/topics/structure.md>)

Tags: [design](<https://devfeed.tech/tags/design.md>), [mapping](<https://devfeed.tech/tags/mapping.md>), [maps](<https://devfeed.tech/tags/maps.md>), [organizations](<https://devfeed.tech/tags/organizations.md>), [ownership](<https://devfeed.tech/tags/ownership.md>), [problems](<https://devfeed.tech/tags/problems.md>), [product](<https://devfeed.tech/tags/product.md>), [reporting](<https://devfeed.tech/tags/reporting.md>), [silos](<https://devfeed.tech/tags/silos.md>), [structure](<https://devfeed.tech/tags/structure.md>), [technology](<https://devfeed.tech/tags/technology.md>)

### AI overview

The article argues that organizational maps can conceal incoherence when strategy, structure, technology, incentives, goals, ownership, teams, and funding do not align. It contrasts coherent organizations, where context transfers across map layers, with incoherent organizations, where people must repeatedly reorient and translate.

### Source excerpt

If what you are mapping is incoherent, don't fall in love with the map (or your personal ability to navigate with it).