Read, watch and listen
Each resource has a question to bring back to your own business. Open the publisher’s video, podcast or transcript.
podcast
Acas
A useful counterweight to defensive HR: released capacity can help managers resolve problems earlier, before formal cases consume everyone’s time.
Listen or watch for: What prevents your managers from having an early, fair conversation?
Expert discussion about workplace conflict; it does not measure the effects of AI on grievances or successful claims.
podcast · 33 min 27 sec
CIPD
Connects adoption with workforce readiness and returns. Useful when leaders have bought tools but cannot yet identify dependable capacity.
Listen or watch for: Which missing capability is stopping experimentation becoming a repeatable way of working?
Practitioner discussion, including a Nationwide representative; it is not an independent evaluation of productivity gains.
video
NIST
Gives leaders a shared starting point for deciding who owns AI risks and what needs checking throughout a system’s use.
Listen or watch for: Who owns the risk after a tool moves from pilot to everyday use?
An introduction to a voluntary US framework, not UK legal advice or a certification. NIST says the framework is being revised.
podcast · 22 min 34 sec
Association of Certified Fraud Examiners · Fraud Talk
Shows why faster payment processes and thinner teams can create opportunities for impersonation and rushed decisions.
Listen or watch for: Which payment check disappears when the request appears urgent or comes from a senior colleague?
Expert interview with an anti-fraud vendor executive; examples are not a measured fraud prevalence rate.
video podcast · 60 min 19 sec · Start at 37:58
Sana · Strange Loop
A researcher explains an experiment that challenges assumptions about individuals, expertise and teams. Start at 37:58 and ask what a team must add beyond a capable individual with AI.
Listen or watch for: If AI helps individuals cross expertise boundaries, what additional value should a human team create?
One study’s author discussing a specific experiment, not proof that every task needs a cross-functional team. The page warns its AI transcript may contain errors.
podcast
McKinsey · The McKinsey Podcast
Offers a provocative commercial question: what happens to a business advantage when customers can delegate the effort of switching?
Listen or watch for: Which part of your customer advantage depends on the customer finding it hard to act?
Consultancy interpretation and scenarios; the customer-agent example is hypothetical, not an observed universal P&L effect.
video
Google Ads · Accelerate with Google
See the platform’s view of changing search, then examine whether your product facts survive beyond your own website.
Listen or watch for: What would an AI-assisted buyer need to know before your business makes their shortlist?
Platform marketing and product demonstration, not independent proof of ROI. Features and availability may have changed since October 2025.
podcast
McKinsey · McKinsey Talks Operations
A useful prompt to reconsider the boundary of shared services: which decisions and activities could move closer to internal operating knowledge?
Listen or watch for: Would moving more work inside improve the complete process, or simply move a bottleneck?
Consultancy examples and forecasts. The episode does not establish that insourcing is always cheaper or that predicted headcount reductions will occur.
podcast
Citi Institute
Brings commerce, costs and governance into the same conversation, including Mastercard’s perspective on AI-driven business change.
Listen or watch for: If an agent acts for your buyer, how will you establish authority, value and trust?
Executive perspectives from organisations with commercial interests; discussion of possibilities is not evidence of widespread customer adoption.
podcast
McKinsey · McKinsey Talks Operations
Encourages customer leaders to decide where human attention adds value as routine interactions change, rather than treating capacity as a headcount calculation alone.
Listen or watch for: Which moments should receive more human attention if routine contact becomes easier?
Consultancy and vendor discussion with forecasts and selected examples; automation percentages are not transferable targets.
podcast · 30 min
Microsoft · WorkLab
A concrete organisational story about employee experimentation creating both internal capability and a new coordination problem.
Listen or watch for: How will you discover useful employee experiments without confusing the number of agents with business value?
Company account on a technology vendor’s podcast. The agent count is self-reported and does not establish verified savings or quality.
video · 4 min
University of Sheffield
A short introduction to the opportunity and limits of AI-supported legal help, connecting customer empowerment with responsibility for accurate decisions.
Listen or watch for: What can a better-prepared customer now question, and where will they still need expert support?
University and legal-support practitioner perspectives, including student tests; not evidence of a measured increase in successful legal claims.