We recently had a very cool interview with Orga Kargopolova founder of @SaasHiveHQ and we shared some thoughts and insights around how we built Collabute and how we are looking to change future of work with that
Read more here: https://t.co/vSRvJWHLJ3
arxiv, April 2026: "Virtual machines needed VMware. Containers needed Kubernetes. AI agents need an orchestration layer for organizational knowledge."
That gap is not a future research problem. It is a present infrastructure gap. And it's being solved.
Gartner, April 2026: organizations with successful AI initiatives invest up to 4x more in data and context foundations.
Only 39% of tech leaders are confident they have those foundations today.
The ROI gap is a context gap.
Typewise 2026: 81% of teams are still running their AI tools as disconnected silos.
Each one faster. None of them coordinated.
You didn't fix the problem. You just sped up every part of it individually.
AWS + HBR surveyed 623 executives in 2026.
84% believe agentic AI will transform their business. 79% are increasing investment.
Finding: the path to value at scale has yet to be discovered.
Ambition was never the bottleneck.
You used to plan what the team would build.
Now the agents are building while you're still writing the ticket.
Fast execution without a context layer isn't progress.
It's just fast drift.