Insights & Ideas

Explore expert tips, industry insights, and product updates to help you grow smarter and stay ahead in the world of AI and automation.

Dec 14, 2025

The Algorithm That Sets Your Property Tax Is Probably Broken

3 shocking ways property tax calculations fail. How outdated CAMA algorithms produce systematic errors and what modern AI can do to fix assessment equity.

Dec 14, 2025

The Algorithm That Sets Your Property Tax Is Probably Broken

3 shocking ways property tax calculations fail. How outdated CAMA algorithms produce systematic errors and what modern AI can do to fix assessment equity.

Dec 22, 2025

California's $8.6 Trillion Shadow System

How California's Proposition 13 governs an $8.7 trillion assessed property base, and what it means for county assessors managing dual-value systems.

Dec 22, 2025

California's $8.6 Trillion Shadow System

How California's Proposition 13 governs an $8.7 trillion assessed property base, and what it means for county assessors managing dual-value systems.

Dec 25, 2025

AI Is Coming for Your Property Taxes

How artificial intelligence is transforming property tax assessment. What county assessors need to know about AI-native valuations, fairness, and the future of CAMA systems.

Dec 25, 2025

AI Is Coming for Your Property Taxes

How artificial intelligence is transforming property tax assessment. What county assessors need to know about AI-native valuations, fairness, and the future of CAMA systems.

Jan 2, 2026

Modernizing the Mandate

How human-centered AI can secure the fiscal future of California counties. A practical guide for assessors navigating assessment modernization requirements.

Jan 2, 2026

Modernizing the Mandate

How human-centered AI can secure the fiscal future of California counties. A practical guide for assessors navigating assessment modernization requirements.

Dec 29, 2025

Demystifying AI Agents

Your first guide to intelligent automated systems in property assessment. What AI agents are, how they work, and why county assessors should pay attention.

Dec 29, 2025

Demystifying AI Agents

Your first guide to intelligent automated systems in property assessment. What AI agents are, how they work, and why county assessors should pay attention.

Nov 6, 2025

5 Surprising Truths About Private Equity and Your Town's Software

Who really calculates your property tax? The private equity firms behind your county's assessment software and what it means for taxpayers and assessors.

Nov 6, 2025

5 Surprising Truths About Private Equity and Your Town's Software

Who really calculates your property tax? The private equity firms behind your county's assessment software and what it means for taxpayers and assessors.

Dec 31, 2025

Your Favorite Software Was Just Acquired by Private Equity

What happens when private equity acquires government assessment software. 5 truths about consolidation, price increases, and what counties can do about it.

Dec 31, 2025

Your Favorite Software Was Just Acquired by Private Equity

What happens when private equity acquires government assessment software. 5 truths about consolidation, price increases, and what counties can do about it.

Jan 13, 2026

The Chaos Code

How flawed assessment software is wrecking city budgets and hiking your taxes. Inside the chaos of legacy CAMA technology and the case for AI-native alternatives.

Jan 13, 2026

The Chaos Code

How flawed assessment software is wrecking city budgets and hiking your taxes. Inside the chaos of legacy CAMA technology and the case for AI-native alternatives.