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AI era shifts software value from code to deep, embedded attributes

In the age of AI, the defensibility of software companies is shifting from ease of coding to deeper, less visible attributes. While AI tools like generative AI and machine learning are lowering the barrier to entry for software development, true enterprise value now lies in factors below the waterline. These include domain expertise, proprietary data, deeply embedded workflows, compliance, and customer relationships, which are harder for AI to replicate. Companies that can leverage these foundational elements to create unique intelligence from data, even without owning the primary data source, are poised for long-term success. AI

IMPACT Shifts focus for software companies from coding ease to deeper, harder-to-replicate attributes like data and workflows.

RANK_REASON Opinion piece discussing the impact of AI on software defensibility and enterprise value.

Read on Forbes — Innovation →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

AI era shifts software value from code to deep, embedded attributes

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Opinion piece discussing the impact of AI on software defensibility and enterprise value.
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Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
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opinion, product
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
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On-topic for AI-industry coverage; kept in the public index.
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Same-day
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COVERAGE [1]

  1. Forbes — Innovation TIER_1 English(EN) · Paul Lachance, Forbes Councils Member ·

    What Makes Software Defensible In The Age Of AI?

    If software is becoming easier and cheaper to build, where does enterprise value come from?