OpenAI integration for GPT, embeddings, vision, and Whisper
For teams that have standardized on OpenAI, our OpenAI integration work covers the full platform: GPT-4o and GPT-4.1 chat, the Responses and Assistants APIs, function calling, and structured outputs validated against JSON schemas. We add embeddings for semantic search, vision for image understanding, Whisper for transcription, and moderation to screen unsafe content. Additionally, we wire streaming, retries, and usage tracking so your features stay fast and observable. If you would rather stay vendor-neutral, our provider-agnostic LLM integration service routes across multiple models instead. We are candid about OpenAI rate limits, data retention settings, and the cost of high-volume token usage.
What's included
- GPT chat with streaming and function calling
- Responses and Assistants API workflows
- Embeddings for semantic search and recommendations
- Vision, Whisper transcription, and moderation
- Structured outputs validated against JSON schemas
- Usage tracking, retries, and rate-limit handling
A process that delivers
A clear, collaborative path from first conversation to a product in the hands of your users.
Discover & Strategy
We dig into your goals, users, and constraints to define the right thing to build, and why.
Design & Prototype
Wireframes, UI, and interactive prototypes you can test and feel before a line of code is written.
Build & Integrate
Senior engineers ship in tight iterations with clean, reviewed, well-tested code and clear demos.
Launch & Scale
We deploy, monitor, and keep improving, so your product grows with confidence, not chaos.
OpenAI Integration questions
Common questions about our openai integration work.
Often, yes, especially if you value mature tooling, broad model coverage, and features like the Assistants API and Whisper. That said, an OpenAI integration can lock you to one vendor. If portability or specific privacy terms matter, consider our provider-agnostic LLM integration instead, which routes across OpenAI, Claude, Gemini, and open models.
Related services
LLM Integration
We integrate large language models into your product with streaming, structured outputs, evaluation, and sensible cost controls.
AI Integration
AI integration that adds LLMs, RAG, and copilots into your existing product through clean, reliable APIs.
RAG Development
We build RAG systems that ground language model answers in your documents, reducing hallucination with retrieval and citations.
Ready when you are
Let's build something that scales
Tell us what you're building. We'll bring the senior team, the clear process, and the engineering to make it real.