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Deep dives into AI applications, environmental planning methodologies, and regulatory compliance strategies.

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8

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7

2025

7 articles

Mitigation 9 min read

Mitigation Monitoring Dashboards in the Wild

#Mitigation #Dashboards #Compliance #Data

Mitigation Monitoring and Reporting Programs (MMRPs) often live in spreadsheets that few people see. Field inspectors juggle clipboards, project managers chase updates, and executives are left guessin...

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CEQA 8 min read

Staffing the Hybrid CEQA Team

#CEQA #Operations #Change Management #Teams

Automation is reshaping the environmental review workforce. Rather than replacing planners, AI expands capacity and changes how expertise is applied. Agencies that intentionally design hybrid teams ga...

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GIS 10 min read

GIS + LLMs: Smarter Spatial Intelligence for Planners

#GIS #AI #Spatial Analysis #Planning

Geospatial context is central to every environmental review. Planners have long relied on GIS analysts to translate layers into actionable insights. Today, language models can interpret spatial data, ...

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CEQA 9 min read

Building a CEQA Comment Response Copilot

#CEQA #Public Participation #NLP #Automation

Public comment periods can generate thousands of letters, emails, and hearing transcripts. Sorting themes, drafting responses, and coordinating approvals can overwhelm even experienced teams. A commen...

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