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 1–9 of 141 · Page 1 of 16

Split scene showing a halted manual process next to inflated dashboard metrics

13 Oct 2026 Clara

Starved Baselines Let AI Pilots Declare Victory

Paused manual workflows create the clean comparison numbers that turn every AI pilot into an overnight success. Boards then approve scale-up on evidence that collapses the moment the old process restarts alongside the new one.

AI Measurement Baseline Manipulation ROI Reporting
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Laptop showing stalled loading bar next to active vendor tablet on a desk

12 Oct 2026 Clara

Vendor Portals Swallow Every New Capability Budget

A still-loading screen on the internal learning system shows the progress bar stuck at 12 percent while the vendor app on the phone opens without delay. Role redesigns now route every skills allocation straight into that vendor environment.

Role Redesign Vendor Dependency Change Fatigue
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Overlapping contractor models showing hidden clashes at boundaries

11 Oct 2026 Clara

Package Boundaries Hide Clash Propagation in Capital Builds

Boundary condition checks that run only within each contractor's model file let piping clashes appear only after the civil package has already poured its foundations. The PMO system registers each internal clearance as complete and releases the next progress payment.

Capital Programs PMO Systems Interface Management
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Contract page showing acceptance checkmarks beside an inactive system interface with loose cables visible below

10 Oct 2026 Clara

Milestone Triggers Declare Victory Before Data Moves

Payment schedules tied to user-acceptance screenshots let vendors claim completion once the dashboard renders, regardless of whether nightly feeds from legacy systems have ever run. Every subsequent discovery then hits a change-control wall that treats integration work as scope c

Procurement Milestone Structures Platform Contracts
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Overlapping tool invoices crowding out an unfilled specialist role requisition

9 Oct 2026 Clara

Renewal Ledgers Hide Headcount Cash the P&L Already Shows

Subscription dashboards that aggregate spend by vendor rather than by outcome hide how many overlapping licences now compete with the open headcount requisition. Owner sign-off happens on autopilot because the ledger never surfaces the cumulative line against the specialist budge

SME Growth Tool Sprawl Specialist Hiring
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Smartphone displaying a contractor photo of a repaired path with overlaid indicators of recurring faults and obscured performance metrics

8 Oct 2026 Clara

Photo Uploads Erase Repeat Service Failures

The closed work order carries only the contractor's timestamped upload. That single file decides whether the request disappears from dashboards and feeds the next quarterly report.

Local Government Delivery Service Request Closure Contractor Accountability
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Empty office at dusk with one laptop displaying an open approval thread

7 Oct 2026 Clara

Last-Online Approver Owns What Charts Never Assigned

Do not let the final reply on a Friday thread stand as sign-off. That reply simply fills the vacuum left when formal owners block their calendars and escalation rules still point to vacant inboxes.

Operating Models Escalation Rules Accountability Drift
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Fading compliance log with an incomplete model trace line

6 Oct 2026 Clara

Compliance Logs Swallow Every Model Trace

The closed procurement deviation log lists a model-flagged low-risk supplier now approved for contract. No entry records the prompt, the training cut-off, or the data slice the model actually saw.

AI Governance Audit Trails Shadow AI
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Abstract server infrastructure showing overflowing message queues against a dark background

5 Oct 2026 Clara

Queue Depth Limits Starve Overnight AI Syncs

Queue depth caps written for interactive traffic drop every large extract the moment human-driven jobs spike. The integration layer never surfaces the truncation because success metrics stop at message acceptance.

API Gateways Message Queues Data Sync
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