Digital & AI Transformation
From AI ambition
to execution.
The AI value gap isn't technology — it's organizational. äxcän builds the operating model, governance, and people-capability that turn AI ambition into measurable, governed value — for enterprises and public institutions.
U.S. · Mexico · Latin America — Enterprise & SLED
Adoption is near-universal. Value capture is rare — and the leaders are compounding their lead every quarter.
Corroborated independently — MIT: 95% of GenAI pilots show no measurable P&L impact · Gartner: at least 50% of GenAI projects abandoned after pilot by end of 2025.
Why most AI fails
The gap is organizational, not technological.
Across BCG and McKinsey research, the model is the smallest determinant of AI value. The technology is commoditizing — what separates winners is the operating model, process, and people around it.
Most organizations invert this — pouring budget into the 10% while neglecting the 70%. That inversion is the gap.
Sources: BCG 10-20-70 approach, 2024; McKinsey, “The state of AI,” 2025.
What we do
Two tracks, one outcome: execution.
We work where strategy meets operations — the place transformations actually stall, and where lived, hands-on experience matters more than a framework.
Digital Transformation
Operating-model and data-foundation redesign — turning fragmented processes and data into a platform that scales, with the governance to run it.
AI Transformation — AX
Standing up the AX organization, operating model, and governance that turn AI ambition into capability. Grounded in two decades of transformation leadership and deep AI research — not just frameworks.
Our differentiatorThe approach
A three-stage system, not another pilot.
Each stage produces a concrete artifact you own and can act on — and the evidence is clear that partnering raises the odds of reaching production.
Find the constraint
The AX Maturity Index scores seven dimensions to reveal what's actually gating transformation — evidence, not opinion — with a prioritized 90-day plan.
Build the model
A target operating model, decision rights, and a governance blueprint — designed for enterprise risk and public-sector compliance alike.
Embed the capability
Capability transfer, AI literacy, and ongoing steering so the discipline outlives the engagement and your people can run it.
Proprietary frameworks
Methodology you can see.
Original frameworks, grounded in premier information-systems research and the leading governance standards — so engagements rest on a defensible method, not improvisation.
Diagnose
AX Maturity Index (AXMI)
A diagnostic across seven dimensions and five stages. The profile's shape — not a single score — reveals the binding constraint.
- Strategy, data & technology, talent
- Operating model, governance, value
- Ecosystem & value co-creation
Design
Operating Model & Governance Blueprint
A reference model for the AX organization: operating-model archetypes, decision rights, and an AI governance lifecycle.
- Four operating-model archetypes
- Decision-Rights Matrix & governing bodies
- The äxcän Governance Gateway
Aligned to ISO/IEC 38500, COBIT, ISO/IEC 42001, and the NIST AI Risk Management Framework.
Engagements
Three ways to begin.
Scaled to your mandate and budget — most engagements start with a diagnostic and grow from there.
AX Readiness Diagnostic
A scored assessment of where you truly stand on AX, with a prioritized 90-day action plan.
Operating Model & Governance Sprint
A facilitated design of your AX organization, decision rights, and governance blueprint.
Fractional AX Advisor
An on-call transformation advisor on a monthly cadence — steering roadmap, governance, and value.
Why äxcän
An operator's experience, an academic's rigor, a region's fluency.
Operator-grade
Built and run AX organizations inside global firms — not just advised on them.
Research-grounded
Frameworks anchored in premier information-systems research and a PhD in the field.
Bilingual & regional
Native fluency across U.S., Mexican, and Latin American business and public-sector contexts.
Public & private
Equally at home with enterprise P&L and SLED mandates, funding, and compliance.
About
I've built and led global teams through transformation — and I bring that operator's instinct to the work of AI.
äxcän advisory is the practice of a transformation leader with more than two decades of enterprise experience and a PhD in information systems focused on IT value co-creation in digital platform ecosystems.
The work spans global industry and the academy — bringing an operator's instinct for execution together with a researcher's rigor, across the U.S., Mexico, and Latin America, for both enterprise and public-sector clients.
Industry: Deloitte · EY · AWS · Gartner · Microsoft
Academia: Professor — IE Business School · Brown University · EGADE (Tec de Monterrey)
Recognition: Five consecutive teaching-excellence awards