Technology Expertise
OpenAI Development & AI Integration
Code and Trust integrates OpenAI APIs into production applications — not demos. We implement structured outputs, function calling, embeddings, and fine-tuning for clients who need reliable, cost-efficient AI features that work in production at scale.
Start a OpenAI project →What OpenAI expertise does Code and Trust have?
Code and Trust integrates OpenAI APIs into production applications — not demos. We implement structured outputs, function calling, embeddings, and fine-tuning for clients who need reliable, cost-efficient AI features that work in production at scale.
OpenAI integration services
- →GPT-4o and o3 prompt engineering for production accuracy
- →Structured outputs and function calling for reliable JSON extraction
- →Embeddings and vector search with pgvector and Pinecone
- →Streaming responses for real-time UI experiences
- →Cost monitoring and prompt caching to manage token spend
Why Code and Trust uses OpenAI
Code and Trust selects OpenAI for projects where it provides a demonstrable engineering advantage — better performance, lower operational overhead, or faster iteration cycles. Every technology choice is justified by requirements, not familiarity.
Production-proven
Our OpenAI implementations run in production at enterprise scale — not greenfield experiments. We understand the failure modes.
AI-native integration
We combine OpenAI with modern LLM APIs and AI tooling — not as an add-on, but as a core architectural decision from day one.
Handoff-ready
Every project ships with inline documentation, automated tests, and a knowledge transfer session — so your team can own and extend it independently.
Start a OpenAI project with Code and Trust
Tell us what you're building. We'll scope it, resource it, and give you a fixed-price quote — no billing-by-the-hour surprises.
Start a OpenAI project →