Articles & perspectives.
Explore ideas across governance, sustainability, excellence and practical AI.
Page 2 of 5 · Articles 25–48 of 106. Browse the numbered pages to explore the complete collection.
An AI pilot is already a privacy decision
Assess a New Zealand AI pilot before personal information enters it. Map data flows, current IPP3A duties, evidence gaps and conditions for approval.
An AI governance decision log in practice
A fictional US customer-support pilot shows how one AI decision record can connect scope, evidence, conditions and an accountable approver.
When a supplier change reopens the risk assessment
Use service changes, incidents and evidence gaps to reopen a UK supplier assessment before the next scheduled questionnaire.
A PAIA manual should guide the next request
Make the route to a record clear while keeping a South African private body's access decision separate from the contents of its PAIA manual.
ISO 27001 asset inventory needs a business owner
Connect information assets to accountable owners, supporting services and lifecycle changes so a UAE team can investigate gaps in its inventory.
Australian climate reporting across parent and subsidiary
An Australian subsidiary needs an entity-specific reporting assessment even when its overseas parent publishes a sustainability report.
BRSR Core value chain data is voluntary but supplier evidence still matters
SEBI moved value-chain ESG disclosures to a voluntary approach. Suppliers should respond with defined boundaries and evidence, not treat every questionnaire as a legal mandate.
ISO 37001 2025 transition decisions before the deadline
Global ACI sets 28 February 2027 as the end of the accredited certification transition. GCC organisations need a controlled change plan that reaches culture, conflicts and the anti-bribery function.
Singapore heat stress readiness begins before 1 December
Four heat-stress practices become mandatory in Singapore on 1 December 2026. The real test is whether supervisors can make safe decisions in the field, not whether a policy has been reissued.
Agentic AI needs a stopping rule before it needs more autonomy
An AI agent can turn a bad assumption into a sequence of actions. Singapore’s framework points organisations toward bounded powers, accountable humans, technical controls and end-user responsibility.
Australia workplace exposure limits need a control change not a label change
The 1 December change from workplace exposure standards to workplace exposure limits can affect more than terminology. This briefing turns the national transition into a control and evidence review.
Two employers, one maintenance job: where lockout coordination can fail
Host and contractor procedures need to meet at the job. A permit alone cannot establish that everyone understands the energy-control arrangements.
Review a Canadian environmental claim before it reaches the public
Test the wording, evidence, scope and general impression of a Canadian environmental claim before publication.
Test whether food traceability records can answer a mock recall
Run a controlled traceability test that reconciles lot identity, quantities, locations and exceptions without simulating a real recall notice.
Collected for recycling is not the same as diverted from disposal
Check waste weights, duplicates, stock movements and rejected loads before reporting a diversion percentage from contractor collection records.
The supplier email looks genuine. Has the bank account changed?
Use an independent callback, controlled supplier-record change and payment approval to check changed bank details before funds leave the business.
When a supplier concession is justified—and when stock must stay on hold
Keep a nonconforming delivery on hold until an authorised, limited concession records the evidence, affected quantity and release conditions.
An invoice total can look right and still be the wrong number
Keep original invoice evidence, validate extracted amounts and currencies, and route uncertain fields to review before downstream AI or payment use.
Why a lower water bill cannot tell the whole site water story
Separate incoming water, discharge and consumption in a site ledger, reconcile meter evidence, and explain estimates before sustainability reporting.
A digital product passport is not a green certificate
A digital product passport is not environmental certification. Map product identifiers, source evidence and update ownership against the applicable EU requirements.
Synthetic data still needs a privacy argument
Synthetic does not automatically mean anonymous. Define the use, source permissions, disclosure testing and release limits before sharing generated datasets.
A conflicts register cannot make a procurement impartial
A conflicts declaration is only the start. Connect interests to procurement decisions, completed mitigation and continuing review under the applicable UK regime.
A near miss is a warning, not a safety score
Near-miss counts need context. Examine exposure, reporting changes, investigation quality and action effectiveness before treating a trend as a safety result.
“We use AI” leaves the important privacy questions unanswered
Explain what an AI service does with personal information. Match purposes, sharing, retention and human review statements to the actual Canadian service workflow.