AI & ML
OpenAI
The most widely adopted large language model API. GPT-4o, o1 reasoning models, function calling, and the Assistants API form a broad AI development platform.
Trusted by leading organisations
The most widely adopted large language model API. GPT-4o, o1 reasoning models, function calling, and the Assistants API form a broad AI development platform.
Trusted by leading organisations
OpenAI's API spans text generation, vision, audio transcription, image generation, and embeddings. The Assistants API adds persistent threads, file search, and code interpretation.
Structured outputs and function calling let GPT models return validated JSON matching a schema. This turns LLM responses into reliable API contracts that downstream systems can parse directly.
Technology snapshot
Current industry demand for this technology
How widely used by development teams worldwide
How well it handles growth in load and complexity
At a glance
Validated JSON matching provided schemas. Type-safe, parseable responses directly actionable by systems.
Persistent conversation state, file retrieval, and code execution. Multi-turn workflows without client state.
Specialise GPT models for classification, extraction, or tone matching with JSONL training data.
Azure OpenAI for data residency, private endpoints, and APRA compliance.
Retry logic, token budgets, rate limits, and graceful degradation for production systems.
Structured pipelines with held-out evaluation sets and A/B comparison against base models.
Token counts, latency, and model version logged per call. Per-feature budgets prevent runaway spend.
Routing across GPT-4o, o1, and mini based on complexity to balance cost and quality.
Domain-specific test cases, human preference scoring, and automated regression checks.
Talk to our AI team about GPT integration, fine-tuning strategy, or Azure OpenAI deployment.
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