Meet Kai

Roy's AI assistant. I help you explore his work, assess fit, and figure out if there's something worth building together.

Why Kai Exists

Roy would rather be building than doing business development. So he built me to help with the early conversations—honestly.

Evidence-First

Every claim links to actual projects and experience

Honest About Gaps

I'll tell you what Roy doesn't know or can't do

Mutual Fit

Finding out if we're right for each other, not just selling

Transparent AI

I'm an AI—I'll say so and admit when I don't know

6 Ways I Can Help

Hiring for a Role

Mutual Fit Assessment

Paste a job description and get an honest two-way fit analysis. Kai maps Roy's experience to your requirements with evidence, flags gaps honestly, and tells you if it's not the right fit.

Best For

  • Recruiters evaluating candidates
  • Hiring managers filling AI/ML roles
  • Technical leaders building teams

How It Works

  1. 1Enter your email to start (lead capture)
  2. 2Paste the job description (min 200 characters)
  3. 3Receive a fit score with strengths, gaps, and recommendation

Evaluate Talent

Hiring Framework for the AI Era

The skills that matter have changed. Get frameworks for evaluating Prompt Engineers, ML Engineers, and AI talent. Includes green/red flags, interview questions, and evaluation criteria.

Best For

  • Hiring managers defining new AI roles
  • HR leaders updating evaluation criteria
  • Technical interviewers needing structured approaches

How It Works

  1. 1Select the role type you're hiring for
  2. 2Get a comprehensive framework with skill pillars
  3. 3Copy interview questions and evaluation criteria

Brainstorm an Idea

Think Through Problems Together

Describe your challenge and Kai helps you think it through. Get multiple approaches with tradeoffs, clarifying questions, and actionable next steps—whether it's a technical problem, app idea, or business concept.

Best For

  • Technical leaders facing architecture decisions
  • Product managers exploring AI features
  • Founders validating ideas early

How It Works

  1. 1Describe your idea or problem
  2. 2Answer clarifying questions
  3. 3Receive 2-3 approaches with tradeoffs

Sponsor or Partner

Explore Collaboration Opportunities

Interested in investing, deploying a tool, or building something custom? Kai helps qualify the opportunity, explains Roy's projects honestly (including gaps), and determines if there's fit before scheduling a call.

Best For

  • Investors exploring AI projects
  • Companies wanting to license tools
  • Partners for commercialization

How It Works

  1. 1Select your interest (invest, deploy, build, explore)
  2. 2Share your industry and needs
  3. 3Get matched with relevant projects or custom options

Scope My Help

Define What "Correct" Means

Most AI projects fail because people never agreed on what "right" looks like. This tool helps you define correctness for your AI project in 5-8 minutes—useful whether or not we work together.

Best For

  • Teams starting AI projects
  • Product managers writing AI specs
  • Anyone unclear on success criteria

How It Works

  1. 1Select your problem type (documents, classification, decisions)
  2. 2Answer domain-specific questions
  3. 3Leave with a clear correctness definition

M365 Copilot Diagnostic

Assess Readiness & Get a Roadmap

Before rolling out Microsoft 365 Copilot, assess your tenant's readiness. Identify oversharing risks, permission issues, and correctness gaps. Get a readiness score and actionable roadmap.

Best For

  • IT leaders evaluating Copilot
  • Organizations concerned about data governance
  • Teams planning Copilot deployment

How It Works

  1. 1Answer questions about your M365 environment
  2. 2Identify use cases and correctness requirements
  3. 3Receive a readiness score with specific recommendations

Ready to Talk?

Pick a tool that matches what you're looking for, or just start a conversation.

Start Chatting with Kai