The CTO Playbook

What if the biggest risk in your AI strategy isn’t the technology, but the assumptions you never question?

Build your own CTO Playbook at www.theCTOplaybook.com — the leadership platform built for the full CTO journey. Coaching, podcast, and community to help you lead with clarity, confidence, and strategic impact.

Today I’m joined by Jill Heinze, an AI Foresight and Strategy Architect who helps mid-size organizations turn AI risk management into sustainable competitive advantage. With a background spanning academic librarianship, market research, digital product strategy, and executive AI governance, Jill has built responsible AI frameworks for Fortune 500 clients and led the creation of a formal governance committee inside a major consultancy.

Many executive teams default to speed and competitive pressure when shaping AI strategy, often without structured reflection on downstream impact. Jill explains how anticipatory thinking and structured empathy exercises surface risks that technical teams rarely identify in isolation. She introduces her anticipatory AI horizons and outlines how reframing responsible AI from compliance overhead to strategic discipline strengthens long-term positioning.

If you are a CTO balancing board expectations, generative experimentation, and operational deployment, this episode sharpens your thinking around AI leadership, foresight, and building technology that accounts for the human systems it touches.

You’ll Learn:

[00:00] Introduction
[03:18] Why generative AI felt like a whole new animal and the moment that forced a rethink of responsible deployment
[05:12] The pattern of we need to be first we need to be fast and what that urgency costs organizations
[06:47] How direct user research exposes risks teams never see when they focus only on the technical problem
[09:08] What shifts when you treat risk evaluation as part of every AI proof of concept instead of a brake on progress
[12:14] The reason some risks are endemic to generative AI itself and how that reframes acceptable use cases
[17:36] Why checklists create false confidence and how thinking in horizons changes the way you design and deploy
[33:02] The question how do you know that’s true and why challenging embedded assumptions can alter the trajectory of a project
[40:18] Where to start if you already have a live AI system and a concern you can’t quite articulate
[44:07] The grounding question every CTO should ask before the next AI initiative what are we hurrying up for

Resources Mentioned:

NIST AI Risk Management Framework | Website

Download The Four AI Horizons Guide or schedule a free consultation with Jill Heinze.

Find more from Jill on her LinkedIn, YouTube, and Website.

Find more from Adam on LinkedIn and YouTube, and explore coaching, cohorts, and how you can stay up to date at theCTOplaybook.com, helping you build your own playbook for your path at your pace.

What if the most underused asset in your tech organization is your voice?

Build your own CTO Playbook at www.theCTOplaybook.com — the leadership platform built for the full CTO journey. Coaching, podcast, and community to help you lead with clarity, confidence, and strategic impact.

In this episode, I sit down with Kathleen Lucente, founder and CEO of Red Fan Communications, to explore why communication is now a core leadership capability for enterprise technology leaders.

Stepping into the role of business leader changes everything, and learning to speak the language of finance is essential inside the boardroom. The most effective CTOs build influence across the C-suite by understanding how the CFO, CMO, CEO, and head of sales each think about value.

Kathleen reflects on her career in high-tech PR, from journalism at EDN to shaping innovation narratives at IBM Research and advising companies through IPO moments. Her experience shows how authority is built long before a keynote or media interview.

If you’re focused on CTO leadership, executive communication, and increasing your influence in the enterprise, this conversation will challenge how you think about your role and your voice.

You’ll Learn:

[00:00] Introduction
[01:32] Seeing yourself as a business leader shifts your authority inside the enterprise
[02:18] Speaking finance earns real credibility in the boardroom
[03:07] Building trust across the C-suite meaningfully changes your impact
[04:12] Ignoring competitor visibility weakens your overall strategic presence
[10:24] Early work with engineers exposed deep communication gaps
[14:38] Turning complex tech into stories business leaders value
[21:17] Innovation stories must clearly connect to business priorities
[29:46] Thought leadership can significantly accelerate a CTO's career
[37:52] Strong communication systems build influence long before you take the stage

If you’re a CTO approaching a high-stakes transition, whether that’s an IPO, major funding round, acquisition, or significant market repositioning, click here and take our FREE brand positioning assessment to benchmark your company’s messaging and discover if there are gaps between your leadership, marketing, and sales teams that need attention.

You can connect with Kathleen on her LinkedIn.

Find more from Adam on LinkedIn and YouTube, and explore coaching, cohorts, and how you can stay up to date at theCTOplaybook.com, helping you build your own playbook for your path at your pace.

What if speed as a CTO has less to do with urgency and more to do with discipline?

Build your own CTO Playbook at www.theCTOplaybook.com — the leadership platform built for the full CTO journey. Coaching, podcast, and community to help you lead with clarity, confidence, and strategic impact.

In this episode, I sit down with Bastien Duret, CTO at a French-American company building web-based products in the clinical trials space, to unpack what “moving fast” really means in complex technical environments.

As CTOs, we’re taught to value urgency. But when you’re debugging memory leaks across fragmented Android devices or responding to a vendor outage that brings your entire service down, speed starts to look different. The real question becomes when to stem the bleeding and when to slow down long enough to actually learn.

We get into what that shift looks like in practice, how leadership changes when problems become learning opportunities, how postmortems build long-term velocity, and why incident response reveals the true operating system of your team.

If you’re responsible for uptime, technical strategy, and building resilient teams, this episode will challenge how you think about speed, progress, and sustainable execution.

You’ll Learn:

[00:00] Introduction
[04:32] Why fragmented Android devices force you to rethink what quality really means
[06:48] How crash reports expose flawed assumptions you didn’t see
[08:21] The difference between fixing pain fast and learning from the mistake
[09:47] What to do when a vendor outage takes down your entire service
[11:18] The tension between contractual SLAs and your own uptime standards
[18:36] Why firefighting feels productive but fuels repeat failures
[28:14] How postmortems turn incidents into long-term acceleration
[39:52] The mindset shift from frantic execution to smooth acceleration

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You can connect with Bastien on Linkedin

Find more from Adam on LinkedIn and YouTube, and explore coaching, cohorts, and how you can stay up to date at theCTOplaybook.com, helping you build your own playbook for your path at your pace.

What if redefining one simple phrase could change how your entire organization delivers value?

Build your own CTO Playbook at www.theCTOplaybook.com — the leadership platform built for the full CTO journey. Coaching, podcast, and community to help you lead with clarity, confidence, and strategic impact.

Why does the definition of ‘done quietly’ determine whether engineering effort turns into real business impact? In this episode, I share a coaching story from a CTO leading a busy organization where motion looked like momentum, but nearly everything stalled just before completion. The teams were working hard, yet features lingered in limbo, ownership blurred, and frustration built across engineering and product.

There is a mental model that reframes software delivery using a familiar sports analogy, showing why writing code or merging branches doesn’t move the scoreboard. Impact only happens when work reaches production, is absorbed by the organization, and enables the next move. This lens exposes how excessive work in progress stretches timelines, fragments focus, and erodes fulfillment for senior engineers.

I talk about what changes when leaders stop tracking activity and start insisting on outcomes. For anyone responsible for CTO leadership, engineering productivity, or scaling teams without burning them out, this conversation challenges how you measure progress and where you apply pressure.

You’ll Learn:

[00:00] Introduction
[01:12] How teams stay busy yet fail to move the business forward when finishing is unclear
[02:08] What happens when too much work in progress creates motion without results
[03:07] Why writing code and merging branches do not equal business impact
[03:56] How the basketball scoreboard analogy reshapes what done really means
[05:14] The leadership question that exposes activity over outcomes
[06:41] What changes when nothing new starts until something is fully done
[08:27] How redefining done restores ownership, focus, and team satisfaction

Find more from Adam on LinkedIn and YouTube, and explore coaching, cohorts, and how you can stay up to date at theCTOplaybook.com, helping you build your own playbook for your path at your pace.

What if the most dangerous thing we build as leaders is certainty?

Build your own CTO Playbook at www.theCTOplaybook.com — the leadership platform built for the full CTO journey. Coaching, podcast, and community to help you lead with clarity, confidence, and strategic impact.

Today, I sit down with fellow technology leader Joe Thompson, to examine how ethical technology leadership shows up in the smallest day-to-day decisions, not the mission statements. A CTO mindset shifts once it becomes clear that the products being shipped shape how people work, think, and feel long after the roadmap is finished. Responsibility enters the work through a design-led lens that starts with user research and carries through product strategy grounded in usability, accessibility, and cognitive load.

Earlier in my career, optimizing metrics felt sufficient. That belief changed after seeing software become a primary work tool for thousands of people who had little choice but to live inside it every day. Tech for good emerges here as a leadership posture rather than a side initiative, rooted in intention, influence, and awareness. Digital transformation sharpens that responsibility further, with the power to narrow or expand who technology truly serves as analog channels steadily disappear.

If you’re navigating scale, pressure, and trade-offs as a technical leader, this episode is an invitation to slow down, ask better questions, and lead with impact rather than assumption.

You’ll Learn:

[00:00] Introduction
[03:01] Why design-led products start with user research, not features
[04:27] How optimizing for one metric creates invisible usability and accessibility debt
[07:12] When you realize your software becomes someone’s full-time work environment
[23:04] Why teams ship products without thinking through real-world user impact
[29:18] How engagement algorithms shape behavior and quietly reward harmful patterns
[31:07] What ethical leadership looks like without lecturing or moral grandstanding
[35:02] Why AI feels revolutionary while productivity barely moves
[42:21] Where tech leaders should start when thinking about impact and responsibility
[47:00] How values, influence, and intent guide better technology decisions

Resources Mentioned:

No Silver Bullet Essence - Accident in Software Engineering by Brooks F. | Article

You can connect with Joe and his work through his LinkedIn here.

Find more from Adam on LinkedIn and YouTube, and explore coaching, cohorts, and how you can stay up to date at theCTOplaybook.com, helping you build your own playbook for your path at your pace.