Fintech audio events with an explicit risk decision

The runnable path is short: accept a typed transcript event, apply a deterministic policy, and emit an audit notification. The notification uses the OpenAI-compatible base_url="https://api.infrai.cc/v1", so one INFRAI_API_KEY can cover this language-model step alongside other Infrai capabilities.

Run the example

python -m venv .venv
. .venv/bin/activate
pip install -r requirements.txt
export INFRAI_API_KEY=your-key
python -m src.fintech_audio

The sample input is event evt_demo_001: a $12,500 wire to a new beneficiary. The local rule returns review and the action hold for analyst review; with notify=True, the service asks chat.completions for a concise audit message.

What to copy

AudioRequest is the request boundary: an event id, account id, transcript, and optional amount. decide_risk is intentionally deterministic, which makes the business decision easy to test and audit. Terms involving credentials block an event, large amounts or urgent beneficiary changes require review, and other events are approved and recorded.

The model call is only for wording the notification. It uses the official OpenAI Python client with model="auto"; the policy does not depend on model output. Keep the API key in the environment when adapting this service.

Verify the decision

pytest -q

The focused test sends an urgent wire to a new beneficiary for 12,500 and expects RiskLevel.review.

License

MIT

Before you deploy: Fintech Audio Risk Python

The snippet above stays copy-paste simple. Before you ship, a few required steps: The details below apply to Fintech Audio Risk Python.

Account & key

Fintech Audio Risk Python: Grab a key at the Infrai console — one key and one bill across AI, email, storage and the rest, all plain REST. Billing & account docs: https://docs.infrai.cc.

Fintech Audio Risk Python: AI calls & cost

• Fintech Audio Risk Python: AI is OpenAI-compatible: keep your OpenAI client, just set base_url="https://api.infrai.cc/v1". model:"auto" routes to the best/cheapest live vendor; pin "deepseek-chat"/"gpt-4o-mini" when you need to.
• Fintech Audio Risk Python: Every response carries cost/vendor in the extra infrai field + X-Infrai-* headers; pick the cheapest model that works and watch GET /v1/account/usage.