I will integrate ai into your app and build the API serving layer


About this gig
The problem: you want AI in your product, but raw API calls get expensive and fragile, no caching, no fallback when a model fails.
What I do: I build the AI integration and serving layer your product calls multi-provider routing, caching, automatic fallback, rate-limiting and usage metering, all on your own keys.
Why me: I built exactly this Oriora's production LLM gateway (an OpenAI-compatible API and a published Python SDK, pip install oriora).
Who it's for: products adding AI · teams whose AI calls are fragile or costly · anyone wanting provider-independence and cost control.
How it works: DM your stack and scope and I will respond with a fixed-scope, fixed-price offer.
Get to know Orioralabs OÜ
AI Founder and Product Builder
- FromEstonia
- Member sinceApr 2026
Languages
English
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FAQ
Do I need your account, or do you resell AI?
Neither. Everything runs on YOUR provider keys and accounts — you own the keys and the spend. I build the layer around them.
What is a serving layer / gateway?
The piece your app calls instead of calling a provider directly. It picks the right model, caches repeat calls, falls back if a provider fails, and meters usage — so AI in your product is cheaper and more reliable.
Which providers?
OpenAI, Anthropic (Claude), open models via OpenRouter, and others — multi-provider is the point.
Can you cut our token bill?
Usually yes — caching repeat calls, routing cheap models for easy tasks, and rate-limiting runaway loops.
