OpenAI

The model layer behind AI matching, resume tooling, and document workflows.

We integrate OpenAI’s models where they solve a specific, bounded problem — matching a resume to a job description, restructuring unstructured text into a usable format, or reviewing a document for a defined set of issues. The engineering effort goes into evaluation and guardrails, not just wiring up an API key.

What we use it for

Prompt design and evaluation against real data
Structured output extraction (resumes, documents, forms)
Matching and ranking algorithms on top of embeddings
Rate limiting, cost control, and fallback handling

Where it shows up in real projects

AI-powered candidate-to-job matching
Resume and profile enhancement tools
Document intelligence and data extraction
Automated first-pass content review

Building something with OpenAI?

Tell us what you’re trying to build and we’ll tell you honestly whether this is the right tool for it.

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