One platform for the entire LLM lifecycle

From your first prototype to serving billions of tokens, QAQ AI gives you the building blocks to ship AI features your users can rely on.

Inference API

An OpenAI-compatible endpoint that routes to 120+ open and proprietary models. Stream responses, call tools, generate structured JSON and control cost per request. Median latency stays under 50ms thanks to our speculative-decoding runtime.

Managed retrieval (RAG)

Upload documents in 40+ formats. We handle parsing, chunking, embedding generation, vector storage and hybrid retrieval. Query with a single API call and get grounded answers with citations.

Fine-tuning

Adapt base models to your domain with LoRA and full fine-tuning. Bring a JSONL dataset, pick a base model and deploy your custom checkpoint to a dedicated endpoint in minutes.

Agents & workflows

Compose multi-step agents with tool calling, memory and human-in-the-loop review. Version, test and roll back workflows without touching production traffic.

Observability & evals

Every request is traced. Track token spend by team and feature, run offline evals against golden datasets, and get alerted when quality drifts.

Security & compliance

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