A bird's eye view of the automation market. Industry patterns, technology decisions (Python vs FME), ROI frameworks, and implementation roadmaps from enterprise-scale deployments.

→When Python beats FME (and vice versa)
→3-phase implementation roadmap
→ROI calculation framework

Read article

Latest Insights

AI Agents

Deep-Dive Series

SERIES1 of 3 parts published

AI Agents for Geospatial Automation

A 3-part series on how AI agents actually automate legacy GIS workflows. Not chatbots. Agents that do the work.

→Why generic LLMs fail at GIS→AI validation patterns→When NOT to automate

PLATFORMS:

Start the series

SERIES4 of 4 parts published

Geospatial in Cloud

A 4-part series comparing Databricks, AWS, GCP, and Snowflake for geospatial workloads. Real benchmarks, real code, real trade-offs.

→Databricks spatial SQL→AWS Lambda + S3 + Athena→GCP BigQuery GIS + Earth Engine→Snowflake native H3 + zero infra

PLATFORMS:

Start the series

SERIES2 of 3 parts published

ArcPy to Cloud Migration

A practical guide to migrating from desktop GIS to cloud-native pipelines. When it makes sense, when it doesn't, and how to execute.

→Real ROI analysis→Open-source equivalents→Platform selection

PLATFORMS:

Start the series

All Articles

AI Agents

Beyond the Chatbot: AI Agents for Legacy GIS Migration

Strategy

The Business Case for ArcPy Migration: Real ROI Analysis

Platform

Geospatial in Cloud: Databricks

Platform

Geospatial in Cloud: AWS

Platform

Geospatial in Cloud: GCP

Platform

Geospatial in Cloud: Snowflake

Technical

ArcPy Migration Playbook: File-by-File Strategy

Technical

ArcPy vs GeoPandas: A Practitioner's Comparison

Strategy

Utility Network Migration Deadline 2026: Real Timeline and Costs

Strategy

The Hidden Cost of Manual Geospatial Workflows

Strategy

ESRI Migration Economics: The Numbers They Don't Show You

Technical

From ArcPy to GeoPandas: A Technical Migration Guide

Technical

ArcPy to Rasterio: Complete Raster Processing Migration

Technical

Cloud-Native Geospatial Formats: A Pragmatic Guide

Training

Training Your GIS Team for Workflow Automation

Strategy

Are You Paying for ArcGIS Tools You Don't Use?

Strategy

GIS Cloud Migration: Why Consultants Take 6 Weeks (And How to Do It in Minutes)

Strategy

ArcGIS Utility Network Cost: What Nobody Tells You

Earth Observation

Why Every Earth Observation Team Builds the Same Pipeline From Scratch

Ready to See What
You Could Automate?

8 questions. 5 minutes. Get a personalised blueprint based on your workflows, team size, and goals.

Get Free Blueprint Try the Demo

No sales calls required · Get actionable insights delivered to your inbox

Technical Guides forGeospatial Modernisation

Executive

Architect

Implementer

Savings Estimator

Workflow Assessment

ArcPy Translator

ProjectionFinder↗

Geospatial Workflow Automation: The Complete Enterprise Guide

Beyond the Chatbot: AI Agents for Legacy GIS Migration

The Business Case for ArcPy Migration: Real ROI Analysis

Geospatial in Cloud: Databricks

Geospatial in Cloud: AWS

AI Agents for Geospatial Automation

Geospatial in Cloud

ArcPy to Cloud Migration

Beyond the Chatbot: AI Agents for Legacy GIS Migration

The Business Case for ArcPy Migration: Real ROI Analysis

Geospatial in Cloud: Databricks

Geospatial in Cloud: AWS

Geospatial in Cloud: GCP

Geospatial in Cloud: Snowflake

ArcPy Migration Playbook: File-by-File Strategy

ArcPy vs GeoPandas: A Practitioner's Comparison

Utility Network Migration Deadline 2026: Real Timeline and Costs

The Hidden Cost of Manual Geospatial Workflows

ESRI Migration Economics: The Numbers They Don't Show You

From ArcPy to GeoPandas: A Technical Migration Guide

ArcPy to Rasterio: Complete Raster Processing Migration

Cloud-Native Geospatial Formats: A Pragmatic Guide

Training Your GIS Team for Workflow Automation

Are You Paying for ArcGIS Tools You Don't Use?

GIS Cloud Migration: Why Consultants Take 6 Weeks (And How to Do It in Minutes)

ArcGIS Utility Network Cost: What Nobody Tells You

Why Every Earth Observation Team Builds the Same Pipeline From Scratch

Ready to See WhatYou Could Automate?

Technical Guides for
Geospatial Modernisation

Ready to See What
You Could Automate?