Independent strategic advisory

Clearer thinking for consequential decisions.

I work with leaders navigating medical knowledge, financial, commercial, and technology decisions where the evidence is incomplete and the trade-offs matter.

Consequential decisions

Start with the decision.

I help frame the underlying decision, examine the available evidence, test assumptions, and clarify the trade-offs before significant commitments are made.

UncertainEvidence may be incomplete, noisy, or contested.
MaterialThe outcome may affect cost, care, or strategic direction.
Difficult to reverseExecution may create lock-in or longer-term exposure.

Areas of focus

Analysis for complex decisions.

Independent input where evidence, operations, risk, and commercial considerations need to be viewed together.

01 / Medical knowledge

Medical knowledge systems

Advisory on evidence retrieval, clinical knowledge systems, and information flows, with attention to traceability, context, and governance.

  • AI-enabled evidence search
  • Clinical retrieval
  • Knowledge architecture
  • Safety & governance
02 / Commercial context

Financial & commercial analysis

Technical and commercial review that considers data, architecture, economics, and risk before significant commitments are made.

  • Business case review
  • Technical due diligence
  • Risk assessment
  • Commercial alignment
03 / Technical direction

Technical strategy

Architecture and AI advisory that relates technical choices to operating needs, commercial priorities, and longer-term constraints.

  • Architecture review
  • AI & data strategy
  • Make, buy or partner
  • Resilience & scale

Focused advisory

Input at key decision points.

01

Frame

Clarify the decision, context, constraints, and desired outcome.

02

Examine

Review the evidence, assumptions, incentives, and wider effects.

03

Compare

Consider the available options, risks, reversibility, and trade-offs.

04

Advise

Provide an independent view, practical recommendations, and points to revisit.

Dr Michael Klopper · Principal Consultant

Experience across evidence, systems, and operations.

My background includes twenty years in enterprise technology, principal-level AI engineering, doctoral research in AI-enabled medical literature search, clinical and rescue work, and formal accounting training. This range helps me consider decisions from more than one professional perspective.

Doctorate · Health StudiesPrincipal AI EngineerParamedicBComptWilderness Medicine
LinkedIn profile ↗

Start with the decision

What are you working through?

Describe the decision, the relevant context, and what has already been committed. We can then determine whether a focused advisory conversation would be useful.

Confidential. Direct. No mailing list.