Interim / Fractional AI Officer

The operator who
ran the functions
now being transformed

Interim / Fractional AI Officer for $10–50M software and professional-services firms. A former CRO. I lead adoption with Guided Change.

Pavilion Executive member · AI instructor · 1,790+ GTM professionals enabled since January 2026 · GTM2026 speaker · Claude Partner Network

15 minutes. A fit conversation, not a pitch.

Operator Background

  • Sales, marketing & customer success leadership at growth-stage software companies
  • Revenue operations, forecasting, CRM systems & compensation design
  • AI deployed across my own work — tools, workflows, and data architecture
  • Currently advising executives in Cybersecurity, Retail, Real Estate & Commercial Development
  • Claude Partner Network · completed Anthropic Academy's AI Fluency for Educators and Building with the Claude API
Availability Taking new clients

"Commercial operator turned AI Officer. I've run sales, marketing, and customer success teams at growth-stage software companies — and I build with the technology along the way. That operator perspective is what I bring to every engagement."

John Williams · Interim / Fractional AI Officer · Atlanta, GA
What I offer

One offer ladder

The lead retainer is the AI Officer. Advisory, coaching, and scoped work are the ways in. Ongoing transformation leadership is the Officer engagement, not a separate advisory offer.

02 Executive

AI Advisory

A monthly operating conversation. One hour, plus bi-weekly notes written for your role, organization, market, and customers.

  • Best for an executive, self-sponsored
  • $500 a month, no minimum
  • Remote. Atlanta metro in person when useful
$500/mo
03 Individual

AI Executive Coaching

1:1 coaching for executives building AI literacy, judgment, and leadership capability in AI-accelerated environments. Built around your function, team, and challenges.

  • Best for an executive, self-sponsored or employer-sponsored
  • 3-session series, 60 minutes each
  • Remote. Atlanta metro in person when useful
$1,500 · 3 sessions
04 Scoped

Scoped work

A defined diagnostic or asset: AI readiness audit, customer-data sprint, team enablement, Org Skills Library, or Org Bot Library.

  • Best for a function head, L&D leader, or executive sponsor
  • Enablement is quoted to the team. Catalog prices cover the audit, sprint, and libraries
  • Change management on ADKAR. Fluency on the 4D framework
Per catalog

Read the methodology · View pricing

The credential

I've run the functions
now being transformed

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

AI
Claude Partner Network Completed Anthropic Academy's AI Fluency for Educators and Building with the Claude API. The member entity is recorded in the footer and in llms.txt.
CH
ADKAR — Prosci change management framework Applied across post-acquisition integrations and enterprise AI adoption programs
PV
Pavilion Executive member · AI instructor The contractor role is AI instructor for AI in GTM School. Not faculty. 1,790+ GTM professionals enabled since January 2026.

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

Guided Change

The methodology
beneath every
engagement

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.

Guided Discovery ADKAR 4D AI Fluency
Read the full methodology →
1

Diagnose the environment

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.

2

Close the gap

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.

3

Deploy with confidence

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 organization ahead of change.

AI Readiness

Where does AI create real leverage?

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 organization.

Early Stage

Under $10M ARR

AI propensity concentrates in high-leverage, low-complexity functions where small teams gain the most from automation and intelligence augmentation.

Marketing
High
Sales
High
Customer Success
Med
Finance
Med
Product
Med
Legal
Low

Growth Stage

$10M–$30M ARR

AI propensity broadens. Revenue operations, legal, and executive functions become stronger candidates as complexity and data volume increase.

Sales
High
Marketing
High
Customer Success
High
Finance
Med
Product
Med
Legal
Med
"John has immense experience leading and growing SaaS Sales organizations. 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."
Russell Huffman VP Sales / CRO · Series B to $150M+ Revenue · ML, Analytics, AI
5.0 Project Satisfaction
5.0 Knowledge
5.0 Communication
5.0 Timeliness
Ready to start

Let's find the right
entry point for you

Whether you are an executive navigating your own AI adoption or a company deploying AI across functions, the first conversation is a fit conversation, not a sales pitch. Atlanta and remote.

15 minutes. A fit conversation, not a pitch.