Blog
What we are learning about AI at work, with dates on it.
Articles here take a position, show the evidence, and say what is still uncertain. Each one links to the maintained resource it draws on, so you get the dated argument here and the evergreen method there. Scenarios are labelled as scenarios.
- September 13, 2026Founder position
What’s Your Differentiator? The Question That Made Me Rethink Dryvn
I am not trying to build another dashboard that gives a business owner more information to monitor. I am building Dryvn toward a harder outcome: reducing the daily effort of coordinating the business, including the effort of operating the software itself.
Brent Melsom · Founder & CEO, Dryvn AI Inc.
- September 13, 2026Dated analysis
Why Is AI Adoption in Construction Still So Low?
Construction does not have an information shortage. It has a fit problem. Most AI tools start with writing and analysis. Trades businesses need information to survive messy field input, connect to the right job, move through approved steps and come back when the outcome is still unfinished.
Dryvn AI editorial
- September 13, 2026Buyer decision
Should You Hire an Office Manager or Use AI? A Decision Guide for Trades Businesses
Hire a person when the business needs judgment, relationships, ownership and capacity across unpredictable work. Use software or AI when the work is repeatable, the record is clear and the result can be checked. If the process is not defined, fix that before doing either.
Dryvn AI editorial
- September 13, 2026Founder research and perspectives
The AI Fabric: A Research Thesis on Loops, Graphs and Everyday Coordination
Brent develops a proposed AI fabric connecting people, context, permissions and ongoing work. The paper examines its research foundations, limits and a method for testing whether it reduces human coordination effort.
Brent Melsom, Founder & CEO, Dryvn AI Inc.
- September 12, 2026Position
What Building Dryvn Taught Me About AI, Security and Serious Software
A first-person founder article: what building Dryvn actually taught me about security architecture, AI-assisted development, human engineering review and what it means to be trusted with real business data.
Brent Melsom · Founder & CEO, Dryvn AI Inc.
- September 9, 2026Practical limits
An answer is not an outcome: what has to be true before AI can finish work for you
Assistants now answer well and act inside limits. The distance between a good answer and finished work is made of records, authority, checks and follow-up, and most of that is on the business, not the model.
Dryvn AI editorial
- September 9, 2026Position
More AI models do not automatically make a better system
Adding a second or third model to a business process only pays when one of them has a distinct job, including the job of disagreeing. Otherwise you have bought delay and cost.
Dryvn AI editorial
- September 9, 2026Scenario analysis
What would have to change for AI to run more of the working day?
A scenario analysis, not a forecast: five conditions that would need to hold before AI carries most of an ordinary business day, and what evidence would tell you each one is arriving or stalling.
Dryvn AI editorial
Looking for the how-to material instead? The resource library holds the maintained guides, worksheets and tools.