AI & Technical Advisory

Make better calls
on AI, product, and technical direction
before complexity compounds

I help founders and technical leaders decide where AI matters, which bets are worth making, and how to move without adding avoidable complexity.

Book a 30-Minute Intro Back to Services Overview

What This Solves

Decision Support
At the Intersection of AI and Execution

AI Opportunity Selection

Identify where AI can create real leverage now and where it will only add noise, cost, or operational fragility.

Workflow and Product Judgment

Pressure-test product choices, workflow design, and technical trade-offs before the wrong decision becomes expensive.

Selective Automation Design

Redesign the process first, then automate only the parts worth standardizing, measuring, and maintaining.

Leadership-Level Clarity

Translate technical ambiguity into clear decision language so founders and technical leaders can act with confidence.

"Most AI mistakes are strategy mistakes wearing a tooling costume."

Proof In Practice

Advisory Outcomes

AI-First Workflow Redesign

A team wanted to automate fast, but the underlying workflow was messy, inconsistent, and hard to govern.

Challenges

  • Too many candidate use cases
  • Weak process ownership
  • High risk of automating noise

Interventions

  • Scored AI opportunities by leverage and feasibility
  • Simplified the workflow before automation choices
  • Defined guardrails for quality, review, and ownership

Impact

  • Clearer prioritization on where AI should be applied
  • Lower implementation risk and less wasted motion
  • A practical path to measurable adoption
Founder-Level Product and Technical Choices

Leadership needed senior judgment on product direction, AI scope, and technical sequencing without adding another full-time executive.

Challenges

  • High-stakes trade-offs with incomplete information
  • Conflicting technical opinions
  • Pressure to move quickly

Interventions

  • Framed the decision around business constraints and risk
  • Clarified what to do now versus what to defer
  • Created a cleaner decision path for the next quarter

Impact

  • Faster alignment between product and technical leadership
  • Fewer avoidable reversals on roadmap decisions
  • More confidence in the chosen direction

How I Work

Advisor, Not AI Theater

I start from the decision, not the tool. The real question is usually not which model to use, but which problem is worth solving and what trade-off matters most.

That means looking at product, workflow, incentives, and technical constraints together instead of treating AI as a standalone initiative.

The goal is better judgment and cleaner execution, not AI theater.

Engagement Focus

Independent judgment on AI, product, and technical trade-offs

Practical prioritization over broad experimentation

Workflow redesign before automation

Lean, decision-first collaboration with founders and technical leaders

Built for tech startups and AI-first companies

LinkedIn

Next Step

Discuss the Decision in Front of You

Share the product, AI, or technical decision you are working through and I will help you clarify the next move.