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Constellation Insights
August 10, 2025

The road to AI Exponential will be bumpy

Companies that are AI native are likely to deliver better returns, run autonomously and thread the needle between human and digital labor. The catch? Getting to that AI native status isn't going to be easy.

Blog
August 5, 2025

Monday's Musings: Here Come the AI Exponentials

Legacy Companies are Thinking in the Wrong Scale

Whatever gains expected from digital transformation will be blown to shreds by AI Exponentials at a logarithmic scale not seen since the advent of the internet.  While at first this may sound like more AI hyperbole, the early indications for organizations who begin their journey as AI Natives by design show a tremendous advantage versus the AI Enabled who have to reduce their legacy technology, cultural, and financial debt.

Constellation Insights
July 14, 2025

AI is your new co-founder, core and creative and engineering muse

DisrupTV episode 403 takeaways: AI is going to rewrite how businesses operate and enterprises are going to avoid chasing existing markets to create new categories, drop the obsession with transformation and add-on approaches, treat AI as a co-founder and cut the latency from idea to prototype to near zero. 

Constellation Insights
July 12, 2025

The disconnect between tech euphoria, CFOs is jarring

The view from the C-suite is increasingly gloomy as executives navigate policy, inflation and the economy that's a reality show with two-week story arcs. It's hard to plan when your conditions change every other day. Yet, technology companies--including a few that barely have revenue--live in a world full of unicorns and rainbows.

Constellation Insights
July 6, 2025

AI's boom and the questions few ask

The money being thrown around AI talent and infrastructure is staggering, but the return on investment may be sketchy for longer time frames. What happens if AI demand doesn't deliver triple-digit growth forever?