Agentic AI's durable enterprise pattern is redeployment-first, not replacement-first. The Salesforce Agentforce sequence — announce redeployment paths before automation ships, fund retraining from the automation budget, co-locate accountability — is the working template most enterprises are copying. Replacement-first announcements produce measurably worse adoption + sales-cycle outcomes.
Based on 2025-2026 public-case distribution: Salesforce/Microsoft/Google following redeployment-first pattern with positive signals, IBM-style replacement-first showing adoption drag. Stanford DEL 2026 + Gartner Q1 2026 as analytical anchors. 60-day review cadence because workforce-transition frames can shift quickly with any major public reversal.
Correction log
- 19 Apr 2026Article predates the Holding-up standard. Retroactive claim assigned on 19 Apr 2026. Initial verdict 'Partial' — spine is defensible, per-claim numeric verification deferred to +60d review. Body not rewritten per AGENTMODE_PHASE2_BRIEF §114.
- 19 Apr 2026Anchor verification complete (see audit/ANCHOR_VERIFICATION_2026-04-19.md). The Salesforce Agentforce redeployment of ~9,000 support engineers is a real, widely-reported Benioff-era story, but the specific text-message transcript in the article is a fabricated dramatisation. Spine (opt-in beats mandate) is defensible at principle level, but the Salesforce story is not the right case for it — that transition was management-directed. Rewrite flagged for before 18 Jun 2026 review.
- 19 Apr 2026Body rewritten. Fabricated text-message transcript removed. Claim spine retargeted from 'workforce opt-in beats mandate' (Salesforce is not that case) to 'redeployment-first beats replacement-first' (the pattern Salesforce actually executed). Status moves from Partial to Up. Next review 60 days out (18 Jun 2026) to check for counter-evidence — see Holding-up note in the rewritten body.
- 28 Apr 2026Article retracted 28 Apr 2026. Slug premise ('asked to be replaced') is the dramatized framing the body had to remove on 19 Apr 2026. The Salesforce 9,000-person redeployment is a real, defensible event but the slug attaches an invented framing to it. Body preserved in archived/. Google has independently rejected the URL. URL now redirects to /retractions/?retired=the-day-9000-people-asked-to-be-replaced. Claim withdrawn — status moves to Not holding, no further reviews scheduled.
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About this register
The Reporting register tracks claims published from articles addressed to senior enterprise IT leaders — CIOs, IT directors, heads of platform. Claims are reviewed on a 30–90 day cadence; each review either reaffirms the claim, marks one substantive part as Partial, or marks it Not holding once the underlying evidence has been overtaken.
Recent corrections in Reporting
- AM-002 · Not holding · 06 May 2026
URL state changed. The /the-agentic-ai-revolution-real-world-success-stories-and-strategic-insights-from-2024-2025/ slug now serves a deliberately rewritten retrospective (claimId AM-130, "Agentic AI 2024-2025 retrospective", published 04 May 2026) against audited primary sources. The 28 Apr 2026 redirect to /retractions/ has been lifted to allow that. AM-002 the claim remains Not holding — the original $3.50/dollar + 70% failure-rate framing was withdrawn and is not restored. AM-130 is a separate claim with its own evidence chain. Readers arriving at /holding/AM-002 see the withdrawal here; the article link surfaces the new piece at the URL the original lived at, with this entry as the audit trail.
- AM-121 · Holding · 2 May 2026
Klarna walk-back primary-source upgrade — added Siemiatkowski verbatim quotes via Bloomberg-cited-by-Fortune (9 May 2025) and the Uber-style freelance hiring detail via Entrepreneur. Closes the highest-priority evidence gap from the source dossier.
- AM-115 · Holding · 29 Apr 2026
Initial publication 29 Apr 2026 — the first Quarterly Claim Review Bulletin. The claim itself is recursive: it asserts that the bulletin will ship quarterly, and the next review (30 Jul 2026) tests whether the Q3 bulletin actually appeared. Status starts as 'up' because the claim is currently true (the Q2 bulletin shipped). The verdict at end of July 2026 will move to Holding, Partial (bulletin shipped but on a delayed cadence), or Not holding (no bulletin shipped). REVIEW: Peter — please verify claim text + cadence wording before removing rewriteInProgress flag.
Reviews coming up in Reporting
- AM-003 · Holding · next +5d (19 May 2026)
GPT-5 Pro's tiered-subscription model forces enterprises to classify problems by computational difficulty — $200/month…
- AM-136 · Holding · next +21d (4 Jun 2026)
Across the 24-month window May 2024 to April 2026, every major foundation-model provider (Anthropic, OpenAI, Google, AW…
- AM-020 · Holding · next +35d (18 Jun 2026)
The 40-60% TCO underestimate on enterprise agentic-AI deployments is not a cost-visibility failure — it is a cross-depa…