Our original thinking on Cloud AI, enterprise software, and the forces reshaping the market.

September 1, 2026 | 5 min read

Clearstory: Cloud AI for the Construction Industry

Managing change orders is a high-stakes, multi-billion dollar problem requiring complex coordination across the construction ecosystem. By building a neutral platform that sits on proprietary industry data, Clearstory now processes over $3.5B monthly for 68% of top U.S. general contractors. With five new AI Agents automating the workflow, Clearstory showcases how vertical cloud pioneers capture compounding value in the AI era.

May 19, 2026 | 4 min read

DataGrail — The First Agentic Data Privacy Platform

The AI, customer trust, business, cybersecurity, legal and financial stakes around data privacy have never been higher. As companies race to implement AI, having a purpose-built privacy platform like DataGrail is an absolute must.

March 24, 2026 | 7 min read

Vertical cloud companies are commanding roughly 2x the valuation multiples of their horizontal peers. Increasingly powered by AI, vertical cloud companies are becoming more defensible, more profitable, and more strategically valuable. For executives thinking about where they want to work next, and for investors seeking out attractive opportunities, vertical cloud deserves a hard look.

December 15, 2025 | 8 min read

After broad experimentation and billions invested, enterprises are finally discovering where AI for business can deliver measurable ROI. The learning phase, punctuated by pilot testing and vendor trials, has prepared organizations to deploy focused solutions that reduce costs and drive revenue. Now, with the rise of smaller, smarter language models, companies are poised to scale AI more efficiently and turn experimentation into execution in the months and years ahead.

September 3, 2025 | 8 min read

Why Propel is the only viable choice for companies looking to move their product lifecycle management to the cloud.

Further Reading

Clearstory: Cloud AI for the Construction Industry - September 2026

DataGrail — The First Agentic Data Privacy Platform - May 2026

Why Vertical Cloud Software Companies Will Thrive in the Age of AI“Further Reading” - March 2026

After the Learning Curve, AI ROI is Finally in Sight - December 2025

Mission-Critical, On-Premise Software Systems like Oracle Agile PLM Are Reaching End of Life… - September 2025

How GoFormz is Digitizing the Global Infrastructure Industry - May 2025

Utilities Everywhere Face Rapidly Growing Workloads: They’re Getting It Done with KloudGin - February 2025

AI for Business Users is Just Starting — Focus on High ROI Use Cases, Architecture, and Gross Margin - October 2024

Why Mission-Critical Cloud Startups Are Powering Ahead in Today’s Uncertain Tech Economy - March 2024

As a New Tech Cycle Begins, These 5 Trends Will Shape the Cloud Landscape in 2024 - March 2024

The New 14-Year Cycle: Today’s Cloud Slowdown Is the Opportunity Startups Need to Build Tomorrow’s Winning Companies - June 2023

The Great Migration and the Next 10-year Cycle in Cloud - April 2023

Should I Exercise Options Before I Leave? - April 2023

Peer Review Sites Are Changing the Way Business Buys Software - April 2022

Transforming the Process of Making Business Connections - February 2022

From Relocation to Real Estate, The New Normal of Remote Work - October 2020

Keeping Employees Engaged and Productive During the Pandemic - October 2020

How HR Leaders Are Rising to the Challenge of Covid-19 - October 2020

3 Reasons Why Directors and VPs Make Great Cloud Founders - July 2020

Propel PLM: A Classic Series A Success Story - April 2018

ServiceMax: A Classic Series A Investment Success Story - February 2017