A smart, scalable generative AI agent built to automate tax return filing for Australian CPAs — compliant, fast, and remarkably intuitive.
HAMT is an intelligent AI-powered assistant that simplifies and automates the Australian tax return process. Built using LangChain, Gemini Pro, and deployed on Relevance AI, HAMT supports Certified Practising Accountants (CPAs) by handling everything from data collection and validation to summary generation — cutting manual processing time by over 70%.
- ✅ Extract and organise structured/unstructured financial documents
- ✅ Apply ATO-compliant rules for income, deductions, and offsets
- ✅ Generate draft returns and summaries for CPAs
- ✅ Detect missing documentation or audit triggers
- ✅ Answer queries like:
- “Can I claim work-from-home expenses?”
- “How do I calculate my taxable income?”
- “Am I eligible for Medicare levy exemption?”
- LangChain – Workflow orchestration and tool chaining
- Gemini Pro – LLM engine for tax logic and NLP tasks
- Relevance AI – Agent infrastructure with prompt logic and deployment
- ATO rulebase – Customised logic referencing current tax law
- Google Search API – Real-time tax rule lookups
- 🧾 Automated 70% of CPA workflows
- 🧠 Embedded ATO compliance into daily practice
- ⏱️ Reduced turnaround time by days
- 💡 Scalable for enterprise and public-sector use
| Scenario | HAMT’s Role |
|---|---|
| Multi-source income reporting | Integrates PAYG + investment + freelance income |
| Offset calculation | Flags SAPTO, LITO, and low-income thresholds |
| Audit risk identification | Highlights irregular or missing records |
| Summary and Filing Assistance | Provides review-ready summaries + breakdowns |
🟢 Live Demo → Launch Tara on Relevance AI
HAMT is hosted on Relevance AI, a platform purpose-built for building agentic workflows at scale.
Australia’s tax landscape is complex. Tara simplifies compliance for over 10 million individuals and professionals by combining trusted automation with ATO-aligned intelligence. Built for scale, this assistant demonstrates what ethical, high-impact AI can look like in public administration.
Built by S. Harish Krishnan
🎓 Master of Data Science — University of Adelaide
📫 haricap@gmail.com
🔗 LinkedIn | GitHub
“Tara is built to make tax season seamless — for professionals and the people they serve.”