← Back to all frameworks
Azure ML & Cloud
Azure Functions
Serverless compute — pay-per-call AI workers
What it is
Event-driven serverless functions on Azure. Triggered by HTTP, queues, blobs, timers, Event Grid. Perfect for stateless inference endpoints and webhook handlers.
How Vaaani uses it
- AI worker triggered when a new file lands in Blob Storage
- Webhook receivers from HubSpot, Stripe, Slack
- Scheduled jobs (cron) that summarize yesterday's data
- Glue layer between Cognitive Services and your dashboards
Why it makes the cut
Most AI workloads are bursty. Functions cost nothing when idle and scale to thousands of concurrent calls instantly.
Sample code
import azure.functions as func def main(req: func.HttpRequest) -> func.HttpResponse: body = req.get_json() answer = run_agent(body["query"]) return func.HttpResponse(answer)
Related in the Vaaani stack
Have a project that needs Azure?
30-min discovery call. You describe the busywork; I map it to an AI worker and a budget.