Enterprise AI Advisory

Is your biggest AI investment paying off?

The AI Value Verdict gives the executive who owns it a signed keep, fix or stop decision in two weeks, from your own records. Fixed fee, quoted on a 30-minute call.

For the executives who own AI investments in regulated and technology-heavy enterprises.

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 professional services, supported by twenty-five years of running enterprise programs, fourteen of them in healthcare and financial services.

01
Assess
The AI Value Verdict: what an AI investment costs per unit of work, what it should move, and whether to keep, fix or stop it.
02
Build
Hands-on build of AI systems, governance frameworks, and automation pipelines using your existing cloud infrastructure.
03
Sustain
Fixed-term advisory, quarterly value reviews, 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.

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.

Start here
Two weeks · Fixed fee
AI Value Verdict
A signed keep, fix or stop decision on one AI investment, from your own records: what it really costs per unit of work, the number it was bought to move and where that number stands, and the threshold and date that settle it. If your records can't support a "before" number by the end of week 1, we stop, and the second half of the fee isn't owed.
Book a 30-minute call One-page summary (PDF)
After the verdict

When the verdict says fix or expand, these are the next steps.

3-week engagement
AI Spend & Value Review
For finance leaders setting next year's AI budget. We take the workflow behind your largest AI spend and establish what one unit of that work costs today and what it should cost with AI. We reconcile paid AI seats to active use, and review what your services vendors' AI is saving and where it shows up on your invoice. You leave with a number, an owner and a decision.
Fixed Fee
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. Outcome measures are set before launch.
Claude Code · GCP · Azure
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
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, and board preparation.
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
& professional services
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

Payers and managed-care organizations 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
Professional Services

Consulting and advisory firms rolling out AI to their own teams and to their clients, who need the measurement piece their delivery teams don't carry.

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.

Thousand Oaks, CA · Serving clients nationwide