1) We collect public records
Budgets, payment logs, contracts, and financial reports are pulled from official government sources.
How It Works
AI + ML that demystifies taxes and budgets
We built this so a middle-schooler can understand where money is collected and where it gets spent.
2) Machine learning organizes the mess
ML groups similar line items and vendor names so residents can compare information across years and agencies.
3) AI explains in plain language
AI turns technical finance language into simple summaries and questions people can ask in meetings.
4) Humans verify the signal
We treat AI output as guidance, not truth. Source records stay visible so users can validate conclusions.
Limits and guardrails
- • AI is an assistant, not a final authority.
- • Always verify key claims with linked source records.
- • Pattern flags are prompts for review, not legal conclusions.