Most AI advisors understand the technology. Few have run the functions being transformed. I coach executives through AI adoption and help teams build the enablement foundations that make AI work in practice, not just in theory.
Operator Background
"Commercial operator turned AI practitioner. I've run sales, marketing, and customer success teams at growth-stage software companies — and deployed AI across my own practice along the way. That operator perspective is what I bring to every engagement."
From individual executive coaching to team-wide enablement to full transformation advisory — the entry point depends on where you are and what you need.
1:1 coaching for executives building AI literacy, judgment, and leadership capability in AI-accelerated environments. Practical and personal — built around your specific function, team, and challenges.
Structured enablement programs for teams and organisations of any size. Covers AI adoption frameworks, change management, learning design, and the capability-building that makes AI tools actually perform inside real teams.
Change management structured on the Prosci ADKAR model. Individual AI competency development built on the 4D AI Fluency framework. See the full methodology →
Project leadership and advisory for organisations deploying AI across functions. Operator depth applied to the transformation — understanding the processes, data environments, and human dynamics being changed.
Most AI advisors understand the technology. What they rarely bring is operator depth in the functions they're advising on. I've carried quota, managed churn, owned forecasting, built comp plans, and integrated acquisitions.
That experience is the lens through which AI transformation work actually lands — because I know where the data is broken before an AI model ever touches it, and I know how to build the environment AI needs to perform.
The commercial operations background is the credential — not the offer. The offer is what comes next.
AI credentials
GTM Function
Sales
MEDDIC · Pipeline · CRM · Forecasting
GTM Function
Marketing
Demand Gen · Campaigns · GTM Fit
GTM Function
Customer Success
Renewals · Churn · Expansion
Operations
Revenue Ops
Systems · Data · Compensation
Supporting
Finance & Legal
Contracts · Compliance · Reporting
Supporting
Executive
Strategy · Coaching · Alignment
AI implementations fail at three distinct layers — the data environment, the organizational change journey, and individual competency development. Guided Change is the methodology that addresses all three.
Map the current data state across functions. Identify where AI tooling is being asked to operate on data built for reporting — not reasoning. Surface the gaps before deployment begins.
Build the operational and data foundation AI deployment requires. Process design, data hygiene, system alignment, and the human change management layer — structured on ADKAR — that makes adoption stick.
AI deployed into a prepared environment performs. Build individual capability using the 4D AI Fluency framework, measure the output, and establish the continuous improvement cycle that keeps the organisation ahead of change.
Not all functions are equally ready for AI transformation. These propensity maps show which areas are strongest candidates — and where sequencing matters.
Shown here at two representative scales. Enterprise and mid-market engagements available — scope a conversation to map propensity for your organisation.
AI propensity concentrates in high-leverage, low-complexity functions where small teams gain the most from automation and intelligence augmentation.
AI propensity broadens. Revenue operations, legal, and executive functions become stronger candidates as complexity and data volume increase.
"John has immense experience leading and growing SaaS Sales organisations. I found his insights and ability to frame priorities to be of enormous value as I hyper-scaled my team over six months. He brings a highly accessible approach to coaching and has been quite flexible in accommodating my schedule and needs."
Whether you're an executive navigating your own AI adoption or an organisation deploying AI across functions — the first conversation is a discovery call, not a sales pitch. Atlanta metro and remote.