Latest briefs
Start with the category.
The Briefs are the public lens: fast reads on where a market is moving, which claims are getting crowded, and what a buyer should ask before trusting the story.
Data Observability
Every vendor is racing to own what happens after the alert. The category is moving from finding broken data to helping teams run the response.
Read the brief →Customer Data Platforms
CDPs are being pulled between data infrastructure, activation, and AI orchestration. The open question is who owns customer intelligence.
Read the brief →Master Data Management
MDM is being reframed around trustworthy data for AI systems. Buyers still need a clearer answer on governance, ownership, and time to value.
Read the brief →How to use it
Built for teams who need a faster read on market language.
The work is not a ranking and not a vendor teardown. It is a way to see the category conversation clearly enough to make better positioning, product marketing, and competitive decisions.
Understand the market shift.
What is changing because of AI, what is still mostly packaging, and which claims are becoming table stakes?
Translate vendor language for buyers.
Where does the category sound clear, where does it sound interchangeable, and what questions should a buyer ask in a demo or RFP?
Find the open position.
Where can a company stand apart with a clearer story, stronger proof, or a sharper explanation of why it matters now?
Momentum Audit
Want the same read on your company or competitors?
A Momentum Audit applies the Briefs lens to a specific company, competitor set, or investment target. It gives leadership an outside-in read on positioning, proof, differentiation, buyer clarity, and where the story can credibly stand apart.
Your company
How your current market story reads against the category and where it needs sharper proof.
A competitor
Where a competitor appears strong, weak, generic, or exposed from the outside.
An investment target
A market-facing read for diligence, board prep, or investor narrative work.
The inside-out read
The Momentum Index completes the system.
The Briefs and Audit read the market from the outside. The Momentum Index reads it from the inside: whether your go-to-market team believes the roadmap will help them win. Together they keep product, market, and go-to-market aligned.