Predictable Volatility
Why Meaning — Not Models — Determines Whether AI Breaks You or Builds You
Predictable Volatility names the pattern, documents the evidence across fourteen forensic case studies, and provides the vocabulary that organisations need to identify where the failure is happening before it becomes irreversible.
For CDOs, CIOs, CFOs and risk leaders in regulated institutions. For anyone whose organisation has deployed AI and assumed the hard part was the model.
What’s inside
● 14 forensic case studies across four decades
● A four-pillar framework of interpretive resilience
● The Organisational Decision Loop, the through-line framework
● Case studies spanning financial services, aerospace, healthcare, government & retail
Leadership & Governance
"One of the most important leadership books I've read in years…”
— Dr Debbie Bayntun-Lees, Professor of Organisation & Leadership Development,
Hult International Business School (Ashridge)
"Without meaning, there is no trust. Turner makes the
structural problem legible and, in doing so, fixable."
— Valerie A. Logan, Founder, The Data Lodge & Chief Strategy Officer,
Data Society Group | Former VP Advisor to CDOs, Gartner
"This is a clear-eyed guide for executives making high-stakes decisions,
grounded in reality, not theory. Failures rarely stem from the technology,
but from how meaning and decision authority are embedded around it."
— Olga Martynov, Co-chair, Harvard Alumni Entrepreneurs of California
Fmr CFO & Board Member, TM Forum | Co-Author, The AI Edge
AI & Technology Practitioners
"AI failures aren't model failures; they're interpretation failures,
and the moment of correction sits at the design table, not the deployment one.
Anyone authorising AI systems at consequential scale should read the
Override Problem chapter before signing off on another deployment."
— Jon Hammant, AWS UK/I Specialist Leader & CTO
"For anyone building or governing systems where interpretation is the critical layer,
this is the book that puts a framework around what you've already been watching happen."
— Russell Miles, Technical Product Owner, Clearbank
9x O'Reilly Author | Author, The Sovereign Engineer
"Turner's greatest insight is that meaning doesn't live in the model,
it lives in the humans who turn outputs into action.
That's not a limitation of AI. That's the point."
— Joe Toscano, Author, Automating Humanity
Sector-Specific
"Predictable Volatility names something I've watched operate across banking
and financial services for decades. This is the book the industry needs right now."
— Shelley Pittman, Chief Banking Officer, Murrow Consulting Group
Judge, Finovate | Former Partner, Accenture · IBM · KPMG
"For those working in AI governance and regulated settings,
it offers a rigorous and precise framework for understanding how accountability,
interpretation, and system behaviour interact under real-world conditions."
— Rowland Agidee, Chief Data & Analytics Officer,
University Hospitals of Derby and Burton NHS Foundation Trust
"Predictable Volatility names the structural failure underneath
every governance breakdown I've encountered across nuclear, offshore energy
and major capital programmes. Turner puts a precise framework
around something practitioners have lived but never had language for."
— Peter Depledge, Capital Projects Strategic Advisor
"CFOs and Board members: read Chapter 10, in particular.
A better attitude is to assume the automated design is wrong,
be curious and inquisitive, and not treat failures as a fixable 'exception'."
— Peter J. Ward, ACA
Structural & Systems
"Individual courage is not the answer when the system
is designed to route dissent to somewhere that doesn't matter.
Turner makes that structural problem visible and gives leaders a way to confront it."
— Bruno Goffin, Partner, Growth Gate | ex-GE & P&G Executive
Author, Successful Young Leaders are Courageous
"The core question, who bears the consequence when interpretation fails,
is one any thinking person in a complex system has struggled with.
Turner names the gap that everyone has sensed but nobody has designed for."
— Campbell McLean, Senior Director Physical Infrastructure, Equinix
"The Meaning Mesh has been operating in creative studios
and brand teams for decades. We just called it 'the brief.'"
— HENDO, AI Brand Strategist & Creative Director | Co-Author, The AI Edge
The failure is not in the models.
It is in the layer between data and decision, where meaning is assigned, where assumptions are frozen, and where the authority to stop execution quietly disappears.
FORMATS
● Hardback, Paperback or Kindle (Check out the Summer of Volatility Kindle Special Price)
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