Insights
The Dofinity.AI Blog
What we write about enterprise AI transformation — here and on LinkedIn.
- LinkedIn post
One thing about the PocketOS incident changed how I think about AI Gateways
A single production incident reframed what an AI Gateway is really for — and why governance cannot be bolted on after the fact.
Udi GolanRead on LinkedIn - Article
The gap between a successful AI project and a failed one is almost never the technology
What really separates an AI project that reaches production from one that stays a slide deck — and why it is almost never a technology question.
Gil TsabarRead the article - LinkedIn post
Enterprise AI without governance is just expensive chaos
Scaling AI across an enterprise without guardrails does not create velocity — it creates cost, risk and rework.
Udi GolanRead on LinkedIn - Article
What is an AI Gateway?
The control layer between your organization and the models it uses: routing, policy, cost control and auditability — and where it sits inside AI Governance.
Read the article - Article
Organisations have invested heavily in AI capabilities. Capabilities are not outcomes.
Investing in AI capability is not the same as producing a business result. Where the investments stall, and what it takes to move on.
Gil TsabarRead the article - Article
The new question is not only whether to hire — it is also whether to buy
When an AI agent can perform part of a role, headcount planning turns into a mix decision between people and bought capability.
Gil TsabarRead the article - Article
Testing AI systems is not classic QA — and this is where many organisations fall
A system that answers differently on every run needs a completely different testing approach. What replaces the classic test case.
Gil TsabarRead the article - Article
Sometimes infrastructure problems are not solved by more optimisation or more scale
There is a point where another round of tuning will not help, and the architecture itself has to be rethought.
Tamir Bar-TovRead the article - Article
The barefoot shoemaker? How we run AI inside our own processes
How we run AI inside our own internal processes — and why that is a condition for guiding other organisations.
Tamir Bar-TovRead the article - Article
A few words on moving from personal AI use to enterprise AI use
What works beautifully for one person falls apart the moment it has to serve a whole organisation. The gap, and how to close it.
Gil TsabarRead the article