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 37–45 of 99 · Page 5 of 11

Abstract rendering of broken identity chains overlaid on a regional map with residency boundaries highlighted

30 Jul 2026 Clara

Residency Audits Shred Your Identity Chains Mid-Handover

Australian delivery teams finalise identity providers and trust boundaries months before data residency checks arrive. The result is fractured access paths, forced re-architecture, and stalled production releases.

Security Identity Management Data Residency
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Agents navigating cluttered desktop tools during a busy contact centre shift

28 Jul 2026 Clara

Contact Centre Tools Slow Agents When Volume Spikes

Melbourne service teams keep deploying desktop tools that require extra clicks and tab switches exactly when call queues lengthen. The result is agents reverting to memory and sticky notes while handle times and error rates climb together.

Contact Centres Service Design Operations
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Founder at desk buried under overlapping software subscription notices and app windows

27 Jul 2026 Clara

Founder Tool Choices Lock In SME Margin Traps

Growth-stage owners in Australia keep approving new point solutions because no in-house specialist exists to challenge the fit. The result is overlapping subscriptions that drain cash before any single workflow improves.

SME Operations Scaling
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Council desk covered in stacked tender documents with a resident form peeking out

24 Jul 2026 Clara

Council Contracts Reward Paperwork Over Resident Outcomes

Local government tender scoring still weights compliance checklists and page counts higher than measurable improvements in bin collection, planning approvals or aged-care wait times. The result is multi-year vendor deals that lock in poor service levels while ratepayers foot the

Government Procurement Accountability
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Fragmented duplicate records disrupting an AI forecast graph on a dark background

23 Jul 2026 Clara

Duplicate Rules Starve Your AI Forecasts

Your revenue ops lead keeps entity-matching thresholds frozen after the first MDM rollout. The result is AI models that treat near-identical customers as separate accounts and produce forecasts that miss by double digits.

Data AI Operations
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Corporate calendar cracking under the pressure of an advancing AI network

22 Jul 2026 Clara

AI Makes Annual Planning a Competitive Handicap

Australian firms still lock AI priorities into 12-month cycles that ignore how fast models shift value. The result is budget locked to yesterday's problems while faster competitors reallocate weekly.

AI Strategy Finance
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Illustration of shadow AI usage fracturing corporate control structures

21 Jul 2026 Clara

Shadow AI Is Your Hidden Margin Killer

Australian teams are routing around blocked AI tools with consumer accounts and scripts. The result is duplicated spend, untracked risk, and zero visibility into where decisions actually happen.

AI Governance Risk
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