Luce

Free Assessment - Why Most AI Projects Fail Before Production

Get an expert 30-minute architecture review. I'll identify production risks, scaling bottlenecks, and provide specific recommendations for your AI project.

Free 30-Minute Production AI Assessment

Get an expert architecture review of your AI project. I'll identify production risks, scaling bottlenecks, and provide specific recommendations—based on 10+ years building systems at billion-event scale.

What We'll Cover

Production Readiness Review
Is your current architecture ready for production load? I'll identify gaps in monitoring, error handling, scaling, and reliability.
Technology Stack Assessment
Are you using the right technologies for your scale and requirements? Review of your tech choices and alternatives.
Scaling Strategy
How will your system handle 10x growth? Identify bottlenecks and provide specific scaling recommendations.
Cost Optimization
Where can you reduce infrastructure costs without sacrificing performance? Quick wins and long-term strategies.

Who This Is For

  • AI projects struggling to reach production
  • Systems that work in demo but fail at scale
  • Production systems with performance or cost issues
  • Teams planning enterprise-scale AI implementations

Note: This assessment is for qualified projects with realistic budgets and serious production timelines. We take on a small number of engagements at a time.

Request Your Assessment

Free 30-minute architecture review for qualified projects

I'll review your request within 24 hours and reach out to qualified projects.