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AI FundraisingVerified · Clutch 5.0

StartOpx

Move fast, but do not get locked to one AI provider. We took StartOpx from idea to launch in four months and built the AI layer so a provider swap is a config change, not a rewrite.

4 mo
Idea to launch
OpenAI → Gemini
Provider migration
Full
Platform build

Context

  • StartOpx needed a complete AI fundraising platform quickly, and they needed the freedom to follow the best model rather than get locked to a single provider. The architecture had to make a provider swap routine instead of a rewrite.

Approach

  • Built the platform provider-agnostic behind an abstraction.
  • Migrated from OpenAI to Gemini + Anthropic cleanly.
  • Shipped on Firebase and Cloud Run for speed and scale.

What we built

  • Full AI fundraising platform.
  • Provider-agnostic AI layer.
  • Serverless deployment on Cloud Run.

Results

  • Idea to launch in four months.
  • Provider migration with no rewrite.
  • A platform that can follow the best model, not lock in.

Stack & standards

FirebaseCloud RunGeminiAnthropic
Responsible AISecure SDLC

“They built it so we could change AI providers without changing our business. That foresight paid off in month two.”

Verified review · Clutch 5.0
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