Autonomix AI is officially submitted for the Build with Gemini XPRIZE!
Building this platform has been an incredible journey. We set out with a clear vision: to eliminate the operational friction that halts growth for micro-entrepreneurs and small business owners by shifting from point-and-click software wrappers to true, self-coordinating backend agent autonomy.
What We Built Autonomix AI is a production-grade multi-agent operational engine running on Google Cloud. Instead of relying on human intervention for client intake, lead qualification, deliverable drafting, and compliance tracking, our platform orchestrates a team of 4 specialized AI agents:
Sourcing & Ingestion Agent: Transforms unstructured payloads and customer requirements into validated, strict JSON schemas using Gemini 2.5 Flash.
Strategy & Reasoning Agent: Leverages Gemini 2.5 Pro via Vertex AI to analyze historical database context, evaluate constraints, and formulate execution logic.
Execution & Deliverable Agent: Generates custom, production-ready business assets (proposals, reports, client intake packages).
Compliance & Audit Agent: Verifies generated deliverables against strict policy guidelines before dispatching outputs and triggering automated Stripe billing pipelines.
Technical & Cloud Highlights Model Routing Strategy: Optimized cost and latency by routing fast schema validation to Gemini 2.5 Flash while reserving Gemini 2.5 Pro for deep reasoning steps.
Production Stack: Deployed as a serverless microservice on Google Cloud Run, with real-time state persistence in Cloud Firestore and immutable operational telemetry logged through GCP Cloud Logging.
End-to-End Monitization: Connected live Stripe webhooks to execute usage-based billing directly upon successful audit completion.
Huge thanks to XPRIZE, Google Cloud, and Devpost for hosting this competition. Feel free to explore our project story, watch the live demo video, and review our codebase. We would love to hear your feedback in the comments!
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