A new commercial era needs a new curriculum. This is the programme that gives commercial leaders the frameworks, language, and strategy to compete when the buyer is a machine.

For more than a century, commercial strategy assumed a human at the other end of the transaction. That assumption is dissolving. AI agents are not only a tool that businesses use. They are increasingly the customer. They search, evaluate, compare, and purchase on behalf of human principals. They are, in effect, a procurement officer that never sleeps, carries no brand loyalty, and cannot be charmed.

AIO®-Commerce is the emerging commercial category that names this era. AIO®-Commerce is not an update to existing marketing practice. It is a structural rethink of how brands, retailers, and service businesses must be built, priced, and managed when the primary buyer is algorithmic. Selling to the Machine is the programme that teaches it.

Developed by Paul F. Accornero from his academic research programme and more than 25 years of global commercial operations experience, the curriculum spans twelve modules: from the first principles of agentic commerce to agent intent optimisation, commercial policy and revenue growth, the marketing shift from persuasion to computation, and the governance required when machines transact at scale.

The Flagship Programme

Selling to the Machine · AIO®-Commerce

Commercial strategy, offer design, and brand management for the age when AI agents act as the primary purchasing decision-makers on behalf of human principals. Grounded in academic research under peer review and three decades of global commercial operations experience, spanning revenue operations across four continents.

Modules
12
Format
Modular
Level
Executive
Delivery
Business Schools & Corporate

Typically delivered across a two- to three-day residential block, or as a modular series across a semester programme.

The Curriculum

Twelve modules. One cohesive playbook.

01
Commercial Excellence in the Algorithmic Age
The integrated commercial operating model. The same disconnections that quietly weaken commercial performance are the ones that block algorithmic readiness.
02
The Shopper Schism
The buying-side rupture: preference and purchase split apart when an agent executes the buy. The idea that frames everything that follows.
03
The Machine Customer
Reverse-engineer what an AI buying agent reads, ranks, compares, and chooses in your category, and where your priorities miss it.
04
Agent Intent Optimisation
AIO®: the four conditions that decide whether an agent can find, read, evaluate, and select you. The applied core of AIO-Commerce.
05
Commercial Policy and Revenue Growth
Pricing waterfalls and price-pack architecture, run across the physical shelf and the agent-mediated digital shelf at once.
06
AI IS the Customer
From persuasion to computation. Marketing's audience has split: the human still forms preference; the agent executes and cannot be persuaded, only optimised for.
07
Brand Management Without Human Perception
Rebuilding brand equity as a machine-legible signal when the selecting agent has no eyes.
08
The Machine-Channel Scorecard
Read human advocacy and machine-channel performance side by side, and the gap between them. Optional advanced lab.
09
Algorithmic Account Planning
Stress-test the joint business plan when a machine sits between brand, retailer, and shopper. Optional advanced lab.
10
Governance and the Leadership Question
The Governance Gauntlet: exclusion, inclusion, and regulatory risk in agent-mediated demand, and the leader you decide to be.
11
The Retailer's Algorithmic Playbook
The retail fork: own the digital shelf, optimise for agent discovery, and renegotiate supplier relationships under machine mediation. Optional; also a standalone day.
12
The Executive's Roadmap
The capstone: convert the week's diagnostics into a tested ninety-day algorithmic-readiness roadmap, challenged by peers and faculty. Always the closing module.
Corporate Workshops & Standalone Modules

Focused formats. One decisive intervention.

For leadership teams that need one decisive intervention rather than the full programme. Every workshop and module is bookable on its own and delivered at your offices, off-site, or within an institutional programme.

i
The Retail Crossroads: A One-Day Executive Workshop
For retail and consumer-business leadership teams of 6 to 12. The morning builds the theory: how AI agents change who your customer is. The afternoon is hands-on: your managers build their first working agents, live. Take-home assignment and optional follow-up day.
ii
AI Foundations (F1 to F4)
Four standalone AI-literacy modules for executives who need fluency before strategy: AI Fundamentals; Working With AI; AI and Digital Readiness; The Transformation Roadmap. Each bookable alone; together, a complete on-ramp.
iii
Agents of Commerce & The Chartered Agent
A two-hour narrative session on five centuries of delegated commerce, paired with a 90-minute governance instrument a board can apply the same week. Keynote or board-session formats.
iv
The Delegated Consumer
The behavioural micro-foundations of the Shopper Schism®: what happens to human choice, loyalty, and trust when purchasing is delegated to an agent. Ideal for insight, CX, and brand teams.
Who This Is For

Built for leaders who have to deliver.

C-Suite Executives

The programme was designed for the executive who owns revenue and must rethink the entire go-to-market architecture when the buyer becomes a machine.

Business School Participants

For MBA and Executive MBA cohorts who need the frameworks, not the hype. AIO-Commerce is the commercial discipline for the next decade.

Senior Management Teams

Custom delivery for senior teams preparing for the agentic transition: commercial functions, business unit heads, and cross-functional leadership groups.

Delivery

Four ways to bring the programme in.

i
Business School Partnerships
Full programme or selected modules, delivered as part of an executive education curriculum. Offered as an open programme.
ii
Corporate In-House
Customised delivery for a single organisation, adapted to sector, maturity, and strategic context.
iii
Open Enrolment
For individual executives seeking the curriculum outside an institutional programme. Contact to discuss.
iv
Board Governance Track
A one-day governance module for boards and non-executive directors on oversight in the AIO-Commerce era.

The Instructor

Paul F. Accornero is the researcher who established the demand-side theory of agentic commerce, with work published in the California Management Review (FT50), Forbes, and AACSB Insights. He spent more than 25 years in the global C-suite of consumer goods companies, most recently as Group Chief Commercial Officer with P&L responsibility exceeding €3.5bn across more than 120 markets. He is the author of The Algorithmic Shopper (St. Martin’s Press, 2027) and the founder of The AI Praxis. All programs are derivative works registered with the United States Copyright Office under registration number TXu 2-507-027 (effective 12 July 2025, Paul F. Accornero).

The curriculum draws directly on his academic research programme (30 works on SSRN, top 2% of downloaded authors), his registered intellectual property portfolio, and three decades of global commercial operations experience across four continents. He is a guest lecturer at Harvard and an invited peer reviewer for the Journal of the Academy of Marketing Science (FT50).

Bring Selling to the Machine to your institution.