Articles & perspectives.
Explore ideas across governance, sustainability, excellence and practical AI.
Page 4 of 5 · Articles 73–96 of 106. Browse the numbered pages to explore the complete collection.
Map where workplace AI data remains after a chat is deleted
Trace prompts, uploads, logs and exports across an AI workflow before deciding retention periods or claiming that deleting a chat removes every copy.
Record the reasoning behind a board decision
Preserve the options, assumptions and reasons behind a board decision, including the conditions that should bring it back for reconsideration.
Route customer complaints with evidence and clear ownership
Design a complaint intake record that preserves the customer concern, assigns an accountable owner and separates response deadlines from verified resolution.
Reconcile fuel consumption before calculating Scope 1 emissions
Reconcile opening stock, purchases, transfers and closing stock before treating fuel invoices as consumption data for a Scope 1 inventory.
Test an outsourced service exit before the contract ends
Build an exit sequence around usable data, replacement access and verified handover so ending a supplier contract does not interrupt critical work.
Build a competence matrix around authorised tasks
Connect task requirements, observed evidence and work authorisation so a competence matrix shows more than training attendance or course completion.
Make human handoff work when an AI workflow stops
Define who receives an AI escalation, what information they need and how work pauses when the human review queue has no capacity.
Check whether backup suppliers share the same dependency
Look beyond supplier names to identify shared sites, infrastructure and upstream dependencies that could prevent a backup arrangement from working.
Test an AI generated spreadsheet formula before using the result
Check an AI generated formula against known answers, boundary cases and workbook structure before using its result in an operational decision.
Check the denominator before trusting an improving KPI
Test whether an improving KPI reflects better performance or a changed population using a definition record, reconciliation and a worked example.
Verify decisions before circulating AI meeting notes
Separate discussion, proposals and agreed actions in AI meeting notes, then confirm owners and deadlines before circulating the approved record.
Close monthly carbon data without hiding missing invoices
Use a coverage register, transparent estimates and a replacement log to close monthly carbon data when invoices arrive after the reporting cutoff.
Make delegated approvals traceable across UAE operations
Define who may approve each decision, the limits of that authority and the evidence needed when UAE teams delegate across entities or time zones.
Reduce sensitive data before an AI drafting task
Create a minimum input copy for an AI drafting task, check hidden identifiers and record the permitted destination before uploading workplace information.
Build a refrigerant evidence file before estimating leakage
Connect equipment, refrigerant type and service movements before selecting a leakage estimation method for a Singapore facilities inventory.
Check calibration evidence against the measurement you use
Review instrument identity, calibration range and uncertainty against the measurement task before accepting a certificate into the equipment register.
Test whether the incident contact tree reaches a decision maker
Run a controlled contact-tree exercise that checks acknowledgement, deputy cover and decision authority without creating a false emergency.
Keep avoided emissions separate from your carbon inventory
Explain a product comparison with a clear reference scenario and assumptions while keeping avoided emissions separate from corporate inventory totals.
Test AI citations before releasing a workplace knowledge assistant
A claim-level test method for a workplace knowledge assistant, with separate checks for evidence support, document currency and access permissions.
A recovery tabletop that tests business decisions
Test whether people can make recovery decisions with the information and authority available, then identify what needs a separate technical restore test.
When supplier data should replace a spend based Scope 3 estimate
Move from procurement spend estimates to better evidence without confusing a method change with a real emissions reduction.
Supplier cyber assurance before contract renewal
A practical renewal review for UK procurement teams and Irish suppliers, with service-level evidence checks and a documented exception decision.
Build an AI assisted workflow with meaningful human checks
Pilot AI assistance on a bounded operational task with approved inputs, source checks, measured review effort and a clear route to stop or correct errors.
EU CBAM in 2026 the 50 tonne threshold and 2027 deadlines
What EU importers need to organise for 2026 goods, including annual mass aggregation, the 2027 certificate cycle and supplier data controls.