Enterprise AI Advisory

Building the system.
Running the program.
Measuring what changed.

Most AI programs can’t prove adoption happened. Our working paper proposes an open method for measuring it — and we run the build and change program that moves the number.

For leaders in regulated and technology-heavy enterprises being asked whether the AI spend worked.

Engage Polywise ↗ Our Capabilities
NANTE™
Adoption-measurement method · working paper (2026)
Prosci®
Certified Change Practitioner since 2015
CISSP
Princeton CS
The Firm

Built to Deliver What
Advisors Only Promise

Polywise Partners is an AI advisory and consulting firm dedicated to helping organizations capture the full economic value of AI before their competitors do. We operate at the intersection of enterprise strategy and technical execution — a pairing that most advisory firms cannot credibly offer.

Our engagements are structured to prove value quickly and build lasting capability. We don't produce strategy decks that require a second firm to implement. We design and build working systems, test them with your team, and transfer the keys with the governance and training to sustain what we've built.

Our firm brings together deep vertical expertise in financial services, healthcare, and enterprise technology, supported by twenty-five years of running enterprise programs, fourteen of them in healthcare and financial services.

01
Assess
Structured discovery of your AI maturity, gap analysis, and prioritized roadmap — built for your board, not a consulting template.
02
Build
Hands-on build of AI systems, governance frameworks, and automation pipelines using your existing cloud infrastructure.
03
Sustain
Fixed-term advisory, adoption measurement, vendor governance, and capability transfer to make your team self-sufficient.
Capabilities

What Polywise
Brings to Every Engagement

Across every engagement, we bring the same combination of strategic rigor, technical depth, and executive access that distinguishes a delivery partner from a traditional advisor.

⚙
AI System Design & Build
Architecture and hands-on build of AI agents, automation pipelines, and governance systems. Claude Code, GCP, Azure. From whiteboard to working system.
🛡
AI Governance & Security
CISSP-credentialed AI governance frameworks built for regulated industries. Board-ready. Maps AI use to the obligations your compliance team already owns.
◎
Enterprise Program Management
AI-first PMO design and operation. Rubric-based vendor governance, portfolio analytics automation, and executive reporting across complex multi-initiative programs.
Services

Fixed-Fee Engagements.
Measurable Outcomes.

Every engagement is scoped to deliver a tangible result in a defined window — no open-ended engagements, no scope creep, no dependency on us to function.

4-week engagement
AI Readiness Sprint
Structured 4-week assessment of your organization's AI maturity, highest-ROI opportunities, and a prioritized action roadmap. Delivered to the board with supporting financials and implementation guidance.
Fixed Fee · Fast Start
30-day delivery
AI Governance Framework
An AI governance framework for regulated industries — financial services, healthcare, insurance. CISSP-credentialed. Board-ready. Maps your AI use to the obligations your compliance and legal teams already own, such as OCC guidance, HIPAA and the EU AI Act.
Regulated Industries
Sprint-based delivery
AI Build Sprint
Design and build of custom AI systems — workflow automation, reporting agents, customer-facing AI tools — using Claude, Gemini, and your existing cloud infrastructure. From architecture to a working, tested system in weeks.
Claude Code · GCP · Azure
90-day fixed-term advisory, renewable
Fractional AI Advisory
Ongoing strategic AI leadership for organizations that need executive-level guidance without a full-time hire. Monthly briefings, vendor evaluation, board preparation, and priority access to the Polywise network.
Fixed term · Renewable
Featured · Working Paper

Adoption Telemetry &
the NANTE™ Framework

Polywise's working paper proposes a method for measuring enterprise AI adoption from production signals — five computable stages, one healthy pattern and five failure patterns, and an open-source companion kit. Results so far come from synthetic simulations; calibrating the thresholds takes real deployments. It is the method behind our adoption and change-management work.

Paper (DOI) · Open-source kit · Research collaboration (design partners)
Explore the Research ↗
Financial services, healthcare
& enterprise technology
Vertical Expertise

Deep Knowledge in the
Markets That Matter Most

Polywise concentrates its practice in verticals where AI transformation is most complex, most regulated, and most consequential.

01
Financial Services

From global banks to regional credit unions, Polywise understands the intersection of AI capability and regulatory constraint. Our principal has led governance of enterprise transformation programs inside a regulated bank and managed financial-services enterprise relationships at Microsoft through the first waves of cloud and AI adoption. Relationships across wealth-management, brokerage, retirement-and-benefits, and financial-technology firms.

02
Healthcare

Health systems, payers, and healthcare technology companies navigating HIPAA and the governance of AI in regulated workflows. Our principal led end-to-end scalability and performance testing across 10 interdependent systems for a top-3 US managed-care provider ahead of an ACA-driven jump in claim volume, and later provided enterprise-architecture oversight of a national health insurer's claims-mainframe modernization.

03
Enterprise Technology

Mid-market and enterprise technology companies building or deploying AI capabilities at scale. AI-first product development program management, vendor governance at scale, and the stakeholder management required to move from pilot to production. Our principal's delivery history spans the launch of Amazon's Appstore for Android, program management at Hulu, and an AI-first program office at Trilogy.

Leadership

Executive Credibility.
Practitioner Depth.

Damon has spent twenty-five years running enterprise programs — as the builder, the buyer, and the advisor.

He has sat in the buyer's seat, as an SVP at City National Bank leading governance of the transformation programs its in-house transformation group delivered across the bank. He has carried the vendor's side, leading financial-services enterprise relationships at Microsoft through the first waves of cloud and AI adoption. And he has run delivery at scale — standing up an AI-first program office at Trilogy, advising performance-improvement engagements at Alvarez & Marsal, and, earlier, serving as the founding and sole technical program manager of Amazon's Appstore for Android, from concept through launch.

Polywise's approach is grounded in NANTE™, the adoption-measurement method Damon proposed in Adoption Telemetry (2026), a working paper — five computable stages for reading enterprise AI adoption directly from production signals. He builds on that research hands-on, in Microsoft Copilot Studio, the Claude API, and Google Gemini. An open measurement method, Prosci-certified change management, and working fluency in the platforms themselves: that combination is the foundation of every Polywise engagement.

Relationships built across Microsoft, Amazon, Hulu, City National Bank, Alvarez & Marsal, and the Princeton alumni community.

Princeton B.S.E., Computer Science · M.F.A., American Film Institute · Prosci® Certified Change Practitioner · CISSP · Patent co-inventor (Hulu)

Microsoft · Amazon · Hulu · City National Bank · Alvarez & Marsal · Trilogy

Damon Young, Managing Principal of Polywise Partners
Damon Young, CISSP
Managing Principal
Princeton '95 CISSP · ISC² Azure Fundamentals Azure AI Fundamentals Prosci® US Patent 9,066,145
Microsoft
Account Technology Strategist, then Account Executive
Trilogy
Interim SVP, Program Management
City National Bank
SVP, Governance, Strategy & Planning
Alvarez & Marsal
Director, Corporate Performance Improvement
Hulu
Program Manager, Audience
Amazon
Founding and Sole Technical Program Manager
Engage Polywise

Let's Talk About
What You're Building

If you're moving AI from pilot to production as a program, not a demo, the right conversation starts here. We respond within one business day.

day@polywisepartners.com
310-801-6288
Thousand Oaks, CA · Serving clients nationwide
linkedin.com/company/polywise-partners