Overview

Advising a generative AI startup on architecture decisions for their design tool that enables non-designers to create professional marketing materials.

Challenge

The founding team had strong AI/ML expertise but needed guidance on building a production-ready web application with real-time collaboration and scalable infrastructure.

Solution

Conducted architecture reviews, recommended technology stack decisions, and designed the real-time collaboration system. Established performance benchmarks and helped the team implement CI/CD with automated testing.

Impact

• ✓Designed an architecture intended to support the product roadmap
• ✓Defined a real-time collaboration approach and performance benchmarks
• ✓Established automated testing and CI/CD foundations