Advisory Memorandum · October 2026Vendor-Agnostic
AI Strategy Your Auditors Can Sign Off On
Specialized AI strategic advisory for health care and regulated industries. We guide your transformation without the implementation overhead—auditable systems your teams can own, built for compliance from day one.
Exhibit A — Where we create value
Key Areas of Impact
Measurable value, delivered not with black-box deployments but with auditable systems your teams can own.
Exhibit B — What we do
Services & Expertise
Strategic guidance for the AI era, from readiness to governance. Pure advisory, so we stay vendor-agnostic.
Exhibit C — How we’re different
Why Strategic Advisory?
Most AI initiatives fail due to misaligned incentives. We operate differently: success is your outcome, not our hours.
| Matter | Traditional Consulting | Malinowski Consulting |
|---|---|---|
| Incentive | ×Bills implementation hours | ✓Incentivized by your success |
| Vendor posture | ×Vendor-locked solutions | ✓Vendor-agnostic selection |
| Transparency | דBlack box” AI deployments | ✓Explainable, auditable AI |
| Focus | ×Technology, not outcomes | ✓Clinical & business ROI |
Exhibit D — How we work
A Proven Methodology
A structured approach to de-risk your AI transformation, from discovery to launch.
Audit & Discovery
We analyze your data infrastructure, clinical workflows, and compliance gaps with a time-boxed, manual review.
Strategy & Roadmap
We define high-ROI use cases, select the right vendors (Build vs. Buy), and sequence a four-to-six-week roadmap.
Governance & Launch
We establish ethics boards, validation protocols, and change-management plans so your teams can own what ships.
Exhibit E — Who we are
Strategic AI Advisory
Malinowski Consulting is an AI advisory firm that helps organizations apply artificial intelligence to solve complex problems, improve operations, and unlock new opportunities for growth.
Exhibit F — The principals
Seasoned Advisors
Business and technical experts who have shipped in regulated environments—and stayed to operate what they built.
Alexis Malinowski
Expert in navigating complex compliance frameworks while optimizing user trust and conversion in high-stakes environments.
Exhibit G — Questions
Frequently Asked
G.1Do you implement the software yourselves?+
G.2What industries do you specialize in?+
G.3How do you handle data privacy (HIPAA)?+
G.4What is the typical engagement timeline?+
Exhibit H — Get started
Start Your Transformation
Book a strategy session to assess your AI readiness and build a compliance-first roadmap. We’ll map gaps, name the fixes, and decide what to ship together.
- Strategic Readiness Audit
- HIPAA / SOC 2 / GDPR Compliance Check
- Four-Week Transformation Roadmap