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 149 · Page 3 of 17

Tablet on dashboard showing blank form after reload

3 Oct 2026 Clara

Dispatch Tablets Lose Verbal Escalation Notes on Reload

A tablet screen flickers black then returns with a blank ticket form while the technician waits at the gate. The voice notes captured seconds earlier never make the handoff to the repair queue.

Contact Centres Field Service Handoffs Mobile Tools
Read ↗
Abstract view of digital tokens crossing invisible borders with visible fractures

2 Oct 2026 Clara

Federated Tokens Erase Residency Controls

Federated identity providers push session tokens across jurisdictions faster than residency clauses can be enforced. Delivery teams accept the resulting access paths because uptime metrics outweigh boundary violations in every release checklist.

Identity Federation Data Residency Trust Boundaries
Read ↗
SaaS dashboard on screen with hidden tangled cables emerging from the back

1 Oct 2026 Clara

Vendor Sandboxes Mask Real Integration Debt

You approved the SaaS licence after the vendor's sandbox delivered clean results on your sample files. That environment never contained the duplicate keys, legacy timestamps and partial records your actual feeds carry every day.

Build vs Buy Demo Validation Integration Reality
Read ↗
Dashboard view showing crossed-out model suggestions and one accepted recommendation highlighted

30 Sep 2026 Clara

Override Rates Show Whether Models Shift Decisions

Override rates on model outputs track whether recommendations alter choices or simply sit beside unchanged behaviour. Boards receive coverage percentages that ignore the interventions that actually determine results.

AI Decision Quality Override Tracking Board KPIs
Read ↗
Disconnected physical interfaces contrasted with unchecked digital approval icons on a capital project site

29 Sep 2026 Clara

Commissioning Packs Land Without Live Interface Proof

You signed off on the PMO workflow that treats every contractor's handover bundle as final once the PDF checklist clears the gate. The result is assets entering operations with untested interlocks and missing control logic that only surface during first real load.

Capital Programs Commissioning PMO Systems
Read ↗
Robotic arm dropping document into endless inbox, threads breaking

28 Sep 2026 Clara

RPA Exception Queues Never Reach the Real Owner

Exception routing rules that default every unmatched field to a shared inbox mean the finance team never sees the 14 percent of invoices the bot rejected for format drift. Vendors count a run as successful once the script finishes, regardless of whether the downstream system acce

Workflow Automation RPA Failures Exception Handling
Read ↗
Contract pages chained together with red variation penalty stamps over integration clauses

27 Sep 2026 Clara

Variation Fees Teach Teams to Stop Asking Questions

Contract variation fees that escalate after month three turn every integration discovery into a budget fight instead of a design fix. Procurement teams learn to lock scope early and ignore what surfaces once data actually moves.

Procurement Contract Structures Integration Planning
Read ↗
Founder reviewing multiple overlapping analytics dashboards in a dimly lit Melbourne office

26 Sep 2026 Clara

Founders Freeze Specialist Salaries to Fund Tool Trials

Your ops lead at a 160-person Melbourne software reseller watches the founder reject a senior solutions architect offer while signing off three new analytics platforms that duplicate existing dashboards.

SME Growth Founder Decisions Specialist Hiring
Read ↗