Decision-at-Risk Advisory
Focus on the few decisions that have disproportionate impact if they are wrong.
Fractional CTO & Strategic Technology Advisory
Higher quality decisions. Lower risk. Stronger outcomes.
I help leaders make the right technical and commercial decisions at the moments that matter most.
When technical decisions carry commercial, operational, or strategic consequences, the cost of being wrong compounds. I work with leadership teams to surface the real decision at risk, stress-test assumptions, and provide clear advisory input before money, teams, or reputation are committed.
Punctuated Advisory
Engage at critical decision points - not continuously. Right input, right time, right impact.
Independent Perspective
External pressure on assumptions, options, risks, and trade-offs before execution begins.
The Core
How I Engage
Decision-at-Risk Advisory
A decision at risk is a technical, commercial, or organisational decision where the downside of being wrong is disproportionate, expensive, or difficult to reverse.
- High uncertainty
- High impact
- Hard to reverse
- Strategic or operational consequences
Punctuated Advisory Model
I engage at defined moments of leverage, not as ongoing management capacity.
- Strategic entry at key decision points
- Focused intervention, not ongoing presence
- Defined exit or re-engage triggers
- Succession and monitoring considerations
The Pillars
Where I Apply It
Technical Strategy & Architecture
AI & Retrieval Systems AdvisoryEnsure the technical direction is sound, scalable, secure, and fit for purpose - especially in AI, data, and retrieval-intensive systems.
- AI retrieval and search: RAG, vector search, semantic search, knowledge systems
- Data architecture and information flows
- System design, integration, and scalability
- Technical risk, resilience, and performance
- Make vs buy, build vs partner decisions
Technical Deal Advisory
High-Stakes Technical Sales SupportHelp win and structure complex technical deals by translating deep technical understanding into commercial, domain, and C-suite language.
- Technical due diligence and solution fit
- Solution positioning and differentiation
- Translate technology into business value
- De-risk commitments and scope before close
- Support executive conversations and objections
Systemic & Organisational Diagnosis
Execution Risk & System Constraints AdvisoryIdentify hidden constraints, misalignments, and risks that cause projects to fail before money, people, and time are committed.
- Discover upstream constraints and system risks
- Assess readiness across people, process, technology, and data
- Align strategy, operating model, and technology
- Prioritise investments with highest outcome potential
- Improve decision-making cadence and governance
- Governance frameworks for execution
Cross-Domain Fluency
Real-World Complexity. Connected Thinking.
I work across complex environments where technology, operations, commercial pressure, and people intersect. That cross-domain fluency helps surface second-order effects that siloed teams often miss.
Healthcare systems
Logistics & supply chains
Emergency services
Education
Finance from a technical perspective
How It Works
A focused advisory flow for high-stakes decisions
Discover
Understand context, objectives, constraints, and risks.
Diagnose
Surface the critical decisions at risk.
Advise
Provide clarity, options, trade-offs, and recommendations.
Decide & Execute
You decide. Your team executes. Succession and monitoring.
Re-engage
When a new decision at risk emerges.
About
Senior Technology Advisory for High-Stakes Decisions
I operate at the intersection of technology, operations, commercial strategy, and executive decision-making. My work is designed for leadership teams facing technical decisions where the cost of being wrong is high.
Unlike embedded CTO, project management, or engineering delivery models, my advisory is punctuated and high-leverage. I engage when decision quality matters most: before major technical commitments, during architectural uncertainty, ahead of complex deals, or when organisational constraints threaten execution.
Advisor Profile
Clinical, technical, operational, and commercial fluency in one advisory lens.
I am Principal Consultant at Dragons Back Consulting, with a background as a Principal AI Engineer and 20 years of enterprise technology experience, primarily across .NET and Azure environments. My doctorate in Health Studies focused on AI-enabled search in medical literature, giving my advisory work a rare combination of applied AI depth, healthcare context, and executive-level technology judgement.
My background also spans emergency medicine, wilderness medicine, accounting, warehouse logistics, and rescue operations. That mix helps me assess technical decisions through the realities of risk, operations, governance, commercial consequence, and human systems.
- Doctorate in Health Studies, with a dissertation in AI-enabled search in medical literature.
- Principal Consultant at Dragons Back Consulting, with prior Principal AI Engineer experience and 20 years across enterprise .NET and Azure environments.
- US Nationally Registered Paramedic and South Africa-registered Intermediate Life Support Paramedic.
- Fellow of the Academy of Wilderness Medicine, Wilderness Medical Society.
- International Board of Specialty Certifications Certified Wilderness Paramedic and contributor to the task force that established it.
- Bachelor of Accounting Science.
- Hands-on operational experience in warehouse logistics and rescue operations.
What Makes This Different
Independent, outcome-focused, high-leverage intervention
Independent advisory, not delivery ownership
Engagements remain advisory in nature and are scoped through clear Statements of Work.
Decision quality over activity volume
The emphasis is on the quality of judgement at moments that shape downstream cost, risk, and direction.
Cross-domain fluency across complex operational environments
Technical decisions are evaluated with awareness of operations, governance, people, data, and commercial exposure.
Technical depth translated into executive and commercial language
Leadership gets clear options, risk framing, and recommendations without being buried in engineering detail.
Clear entry, exit, and re-engagement points
The work is punctuated: engage, clarify, advise, exit, and re-engage when the next decision at risk appears.
Where I Bring Depth
Technical advisory grounded in real operating conditions
AI, retrieval, search, and data-intensive systems
RAG advisory, vector search, semantic search, evaluation, content quality, and data flow decisions.
Technical architecture and system design
Architecture review, integration choices, scalability, resilience, security, and technical debt reduction recommendations.
Complex technical sales and executive deal support
Technical-commercial alignment, technical due diligence, executive narrative, and scope de-risking.
Healthcare, logistics, emergency services, education, and finance-adjacent technical environments
Cross-domain fluency where operational reality, governance, risk, and technology are tightly connected.
Governance, execution constraints, and organisational readiness
Systemic organisational diagnosis that reveals upstream constraints before execution by your team begins.
Strategic Advisory
Advisory for Decisions That Carry Consequence
The advisory is structured around decision surfaces, not generic advisory time. Each engagement is scoped to clarify, de-risk, or pressure-test a decision before it compounds into execution cost, technical debt, organisational drag, or commercial exposure.
01
Decision-at-Risk Advisory
Use for
- Platform or architecture decisions
- Vendor selection
- Major technical investment
- AI or data strategy uncertainty
- Scaling or operating model decisions
- Project rescue or pre-mortem
Outputs may include
- Decision framing
- Risk map
- Options analysis
- Trade-off assessment
- Executive recommendations
- Re-engagement triggers
02
Technical Strategy & Architecture Advisory
Use for
- AI retrieval and RAG strategy
- Data architecture and information flow
- Integration and scalability concerns
- Security, resilience, and performance risks
- Make/buy/partner decisions
Outputs may include
- Architecture review
- Technical risk assessment
- System constraints diagnosis
- Strategic roadmap recommendations
- Technical debt reduction recommendations
03
Technical Deal Advisory
Use for
- Complex technical sales
- Enterprise buyer conversations
- Technical due diligence
- Solution positioning
- C-suite and board-level technical translation
- Scope and commitment risk before signing
Outputs may include
- Deal risk review
- Executive narrative
- Technical-commercial alignment
- Objection handling support
- Solution fit assessment
- Scope de-risking
04
Systemic & Organisational Diagnosis
Use for
- Projects repeatedly failing despite budget
- Teams blocked by unclear ownership or governance
- Technical work misaligned with commercial priorities
- Execution bottlenecks caused by upstream constraints
- Investment sequencing uncertainty
Outputs may include
- Constraint map
- Governance recommendations
- Readiness assessment
- Prioritisation framework
- Execution risk review
- Succession and monitoring recommendations
Contact
Start With the Decision
The best starting point is not "what work needs doing?" It is "which decision carries the most risk if we get it wrong?"
Useful prompts
- What decision are you facing?
- What happens if it is wrong?
- What has already been decided?
- Who is involved in the decision?
- Is this strategic, technical, commercial, organisational, or a mix?
This advisory is best suited to high-stakes technical and commercial decisions where uncertainty, complexity, or irreversibility create material downside.
Privacy
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