Advisory
Advisory Services
I help founders, small businesses, and growing organizations make clearer technology decisions in the AI era.
This is not generic AI consulting. The focus is practical: what is visible, what is fragile, what is worth building, and what should be avoided.
AI Visibility & Citation Analysis
AI systems are becoming recommendation engines. When someone asks for a service, product, expert, or organization in your category, the answer may be shaped by what AI systems can understand, cite, and trust.
This review looks at how your public web presence may appear to AI systems, where competitors may be stronger, and what technical or content gaps may be limiting your visibility.
Deliverables may include:
- Public presence review
- Technical crawlability review
- Competitor citation comparison
- Entity clarity review
- Content and authority gap analysis
- Practical recommendations
Try it now
Run a free first look at your AI visibility.
This is the same diagnostic I start a visibility review with: whether AI can read your site, how your pages are structured, and what an AI assistant actually says when asked to recommend a business like yours.
Systems Architecture Review
AI-assisted builders can move quickly, but fast builds often accumulate hidden technical debt. I review websites, apps, automations, workflows, and data structures to identify architectural risks before they become expensive.
Useful for:
- Founders building with AI tools
- Small teams using contractors or vibe-coded prototypes
- Businesses relying on fragile automations
- Operators unsure whether their current stack can scale
Deliverables may include:
- Architecture review
- Risk notes
- Priority fixes
- Suggested implementation path
- Plain-English technical explanation for non-technical stakeholders
Fractional Technology Advisor
For organizations that need senior technical judgment but are not ready for a full-time CTO or engineering leader.
This work may include:
- Vendor and platform review
- AI implementation planning
- Automation strategy
- Technical due diligence
- Data and workflow planning
- Product architecture guidance
- Strategic support for founders and operators
Next Step
Trying to understand how AI affects your business?
If you are trying to understand how AI, automation, or software architecture affects your business, request an advisory review.