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AI and Automation Risk: Tech Assets Need Expiration Dates, Says Expert

By PulseAugur Editorial · [1 sources] ·

Akhilesh Sharma, founder and CEO of A3logics, argues that enterprise technology, particularly AI agents and automations, faces a silent risk of persisting long after its original purpose or organizational context has vanished. He proposes implementing an 'expiration' control, where every technology asset is assigned a time-to-live (TTL) upon creation. Continued operation would then require periodic re-attestation by a designated owner, proving ongoing relevance, valid permissions, and acceptable outcomes, with more critical systems needing more frequent reviews. AI

IMPACT Suggests a new governance model for AI agents and automations to prevent technical debt and security risks.

RANK_REASON Opinion piece from an industry expert on technology lifecycle management.

Read on Forbes — Innovation →

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

AI and Automation Risk: Tech Assets Need Expiration Dates, Says Expert

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8 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Commentary
Opinion piece from an industry expert on technology lifecycle management.
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Single-source cluster
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.
Topics
product, other
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
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Breaking (< 6h)
Fresh story with cross-source coverage still developing. Ranking may shift as more sources report.

Full methodology in our editorial standards.

COVERAGE [1]

  1. Forbes — Innovation TIER_1 English(EN) · Akhilesh Sharma, Forbes Councils Member ·

    The Expiring Enterprise: Why Every App, Agent And Automation Needs A Half-Life

    The enterprise technology crisis won't come from employees building too much but from allowing everything they build to live forever.

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