WM Blog

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 19–27 of 134 · Page 3 of 15

Org chart showing internal roles tethered to an external vendor hub

19 Sep 2026 Clara

Role Maps Route Domain Fixes Through Vendor Queues

Your people director at a 250-person Melbourne healthcare tech firm watches redesigned 'AI operations' titles convert former systems analysts into portal monitors who cannot touch model parameters without a ticket.

Role Redesign Capability Erosion Vendor Dependency
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CFO reviewing AI dashboards that show rising widget counts against an unchanged cash line

18 Sep 2026 Clara

Cash Impact Stays Flat While AI Widgets Multiply

Your CFO at a 195-person Adelaide construction group presents monthly AI metrics that count every new dashboard widget yet show zero movement in actual margin or cash collection.

AI Measurement Board Reporting Finance Metrics
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Fading access credentials over abandoned contractor workspace in industrial server environment

17 Sep 2026 Clara

Shared Service Accounts Survive Every Vendor Exit

Your security lead at a 260-person Perth resources operator watches a departed cloud integrator retain broad cross-account roles that still touch production datasets six months after contract end.

Security Architecture Access Governance Vendor Exit
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Empty specialist chair beside multiple pricing tool screens displaying margin warnings

16 Sep 2026 Clara

Owners Route Specialist Work To New License Tiers

Your commercial manager at a 145-person Brisbane manufacturer sees the owner green-light another SaaS tier that promises automated margin modelling. The scarce pricing analyst role stays unfilled while bid accuracy slips on every non-standard quote.

SME Growth Specialist Hiring Tool Spend
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Disconnected contractor sections on a rail viaduct with payment stamps visible above isolated work areas

14 Sep 2026 Clara

Milestone Claims Close Before Interface Tests Run

Your package integration lead on a Brisbane metro alliance watches the PMO system release 30 percent payments once each contractor uploads its own completion photos and checklists.

Capital Programs Milestone Payments Interface Coordination
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Fading digital trails on a tablet in a darkened boardroom

13 Sep 2026 Clara

Model Flags Erase Owner Sign-off Chains

Your audit committee chair at a 190-person Perth engineering contractor watches the new governance platform log AI-generated compliance flags without linking them to the human who accepted or overrode the output.

AI Governance Audit Trails Board Oversight
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Illustration showing an automated workflow chain stopping at a legacy external gateway

12 Sep 2026 Clara

Legacy Gateways Break Every Automated Chain

Your dispatch planner at a 210-person Sydney fresh-produce wholesaler watches the new workflow platform push orders into a carrier portal that demands fresh attestations and file uploads on every consignment.

Workflow Automation Handoff Failures Legacy Systems
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Contact centre agent desk where live performance metrics cover the customer history pane

11 Sep 2026 Clara

Agent Desktops Swap History for Live AHT Counters

Your service design lead at the 180-person Melbourne telco watches the new desktop push live handle-time widgets into the primary pane. Agents lose the prior ticket thread the moment call volume climbs past 140 an hour.

Contact Centres Agent Tools Service Design
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