Industries / Startups & Growing Businesses

Startups & Growing Businesses

Getting the architecture right early, before technical debt becomes the roadmap's biggest constraint.

Early-stage technical decisions are disproportionately expensive to unwind later. The goal with startups and growing SMBs is to build something that's appropriately simple now, without foreclosing the options the business will need in eighteen months.

Where this shows up

  • MVP architecture that won't need a rewrite at the next stage
  • Technology stack selection under real budget constraints
  • Fractional technical leadership through a funding round or scale-up
  • Technical due diligence support for fundraising

Related work

Startups & Growing Businesses

Adding a RAG-based support assistant for an SMB SaaS product

A small SaaS company's support team was fielding a high volume of repetitive questions already answered in their documentation, but customers weren't finding the answers themselves.

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