Package Risk Registers Hide Cross-Contract Defects
Capital program owners still let each contractor maintain a private risk log. Interface clashes only appear once commissioning crews discover them, and the owner pays the full bill.
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Writing on AI, systems and the work that ships.
Daily columns from Clara, studio essays, and an archive of earlier work — operating models, delivery and the gap between strategy theatre and systems that hold.
Showing 46–54 of 134 · Page 6 of 15
Service Accounts Outlive Every Residency Policy
Australian teams still issue long-lived credentials for background jobs without binding them to local identity anchors. The accounts keep authenticating through foreign control planes long after any policy review ends.
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Subscription Stacks Substitute for Scarce Growth Analysts
Mid-market finance leads keep adding dashboards and automation layers because they cannot land a single experienced analyst. The monthly bill climbs while every forecast still needs manual reconciliation.
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Automation Dashboards Hide the Real Work Transfers
Ops managers watch platform reports claim 92 percent completion while every handoff into finance or compliance systems triggers manual rework that never appears in the metrics.
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MDM Dedup Rules Ignore Mobile App Records
Your marketing director approves a fresh MDM rollout that locks matching logic at project sign-off. New app sign-ups then bypass every rule and flood the customer base with duplicates that starve downstream models.
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Shadow AI Hides Model Versions From Incident Reviews
Security leads discover unsanctioned models running in production logs only after a pricing error or compliance breach surfaces. Without version pinning at the point of use, root-cause analysis stops at the first undocumented call.
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Fixed-Scope Contracts Hand Control to Consultants
Procurement teams lock platforms into rigid deliverables that block any adjustment once real usage data arrives. Consultants then become permanent owners of the gap between contract and outcome.
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Build-vs-Buy Charts Lie Once the First Patch Cycle Starts
CTOs still pick SaaS after a clean integration demo and a price sheet. The real test arrives when the first urgent change hits and the vendor contract blocks any response inside a quarter.
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Schema Contracts Fail Before AI Pipelines Reach Production
Australian teams still treat API mappings as configuration rather than binding agreements. The result is AI models that train on yesterday's data formats while live feeds silently diverge.
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