AN AI-NATIVE OPERATING SYSTEM FOR CA FIRMS
The vision
CA AI OS is an AI-native operating system designed to help Chartered Accountant (CA) firms automate repetitive accounting, taxation, reconciliation and compliance workflows. Our vision is to simplify how CA firms manage client documents, process financial data, identify discrepancies and prepare review-ready outputs through intelligent automation. **Initial MVP Focus** - AI-powered document ingestion, OCR and structured data extraction. - GST and income tax reconciliation with automated exception detection. - Automated client document requests and follow-ups. - A review dashboard with evidence-backed outputs, audit trails and CA approval. We aim to build a reliable, workflow-driven AI platform that reduces manual effort while keeping professional judgment and final approval with the CA. We welcome developers, AI/ML engineers, full-stack and backend developers, UI/UX designers, product thinkers, and other technical or creative collaborators who are interested in contributing to the project. We are looking for people who enjoy solving real-world problems, building practical AI solutions, sharing ideas, and collaborating to turn an ambitious vision into a working product.
Looking for
1. Build LLM orchestration and tool-calling architecture. 2. Develop document classification/extraction workflows. 3. Build exception explanation and root-cause reasoning. 4. Generate client/vendor questions. 5. Interpret client responses and attachments. 6. Build agentic next-action/reprocessing workflows. 7. Implement structured outputs, guardrails and confidence handling. 8. Build AI evaluation/benchmarking and reduce hallucinations. 9. Integrate/benchmark models such as OpenAI, Gemini and Claude.