Real Case Studies: How LSARS Can Help States Break the Air Permit Backlog and Create New Growth

Volume 1 Issue 6 (December 2025)
By Nelson Smith and Julian Smith

AI Is Changing How Companies Lead

Artificial intelligence (AI) has become one of the biggest business buzzwords of our time. Every week, new solutions promise to make work faster, smarter, or more efficient. But few leaders have stopped to ask what role C-suite executives should play when choosing or approving AI projects inside their companies. That question is now becoming more urgent, especially in industries affected by air permitting.

A growing number of states are facing serious backlogs in their environmental permit systems. These delays slow new investment, stall hiring, and even block clean-energy projects from starting. That's where LSARS, an AI-driven permitting intelligence system, can help.

Minnesota: A Backlog That Holds Back Innovation

Minnesota's Pollution Control Agency (MPCA) has one of the largest permit backlogs in the country. Some non-priority air permits have taken more than 1,200 days to be issued, and Title V renewals have averaged nearly 1,500 days. Many businesses have waited over three years for approvals to expand or modernize their facilities.

If LSARS were fully integrated into Minnesota's permitting system, it is estimated that the average permit review time could be reduced by 30–40 percent within the first year. LSARS can organize historical permit data, flag missing information instantly, and match reviewers with similar past permits for faster evaluation.

It is estimated that this could create up to 4,000 new jobs in manufacturing, construction, and clean-tech development within 18 months.

Oregon: Decades of Delay and Declining Capacity

Oregon's Department of Environmental Quality (DEQ) has faced decades of Title V permit delays. Some expired permits have gone years without renewal, leaving both businesses and regulators stuck under outdated conditions. In one recent year, only four renewals were completed.

It is estimated that LSARS could cut Oregon's backlog by 50 percent in the first 24 months by automating data comparison and risk analysis.

With faster approvals, Oregon could restart long-stalled industrial and energy projects, adding 2,000–3,000 new jobs statewide.

New York: Expired Permits and Environmental Justice

In western New York, Erie and Niagara Counties show how severe the backlog problem can become. Of the region's 33 Title V facilities, almost 90 percent are operating under expired permits — some more than a decade old.

It is estimated that LSARS could help New York reduce its backlog by 35–45 percent within two years. The system can identify which facilities are still operating under expired conditions, prioritize renewals based on health risk and population exposure, and flag outdated emissions data for correction.

It is estimated that this could generate 3,000–4,500 jobs across the state and reduce asthma-related emergency visits by as much as 8 percent in high-exposure zones.

What This Means for Leaders

For business and government leaders, the lesson is clear: delays in air permitting are not just administrative issues — they are economic, social, and health challenges.

LSARS can change that. By turning complex environmental data into clear, actionable intelligence, it helps agencies move faster and helps companies show responsibility and transparency.

The longer agencies and businesses wait, the more the backlog compounds. But by applying AI-based insight to streamline decision-making, it's estimated that states like Minnesota, Oregon, and New York could collectively cut more than 6,000 days of review time and unlock nearly 10,000 new jobs within two years.

Related Guides

• Title V permit backlog — Why Title V cycles are slipping in 2026 and what applicants can do about it.
• All guides and resources — Browse the full LSARS guide library for permit and HRA work.