Insights
Insights on AI deployment | NUVAI
Working notes. Each piece states a position, shows the arithmetic behind it, and names its sources.
AI Job Index
Compare what AI could do across jobs with where it is actually used today.
Paper
From scattered AI tools to one working layer
A practical paper on AI in a small or mid-sized business: from scattered tools to one workspace that works directly with your CRM, with sources, prices and a cost calculator.
27 OCT 2026 · 8 MIN
Claude Team or Claude Enterprise: what do you actually need?
Most companies asking about Claude Enterprise can start on Team. Three questions decide it: how many people will use it, what administration you need and how you want to pay.
toolsownercfo
27 OCT 2026 · 5 MIN
Claude for teams: how to set it up for your company
What it takes to use Claude across a whole team, from the plan to the connections. Each building block gets its own part in this series.
stacktoolsowner
21 OCT 2026 · 8 MIN
Claude or Grok for your business? You don't have to choose.
Claude and Grok are both strong, and they are strong at different things. You don't have to pick one for the whole company. Build one layer between your apps and your CRM, and choose the right model for each task.
stacktoolsownercfo
14 OCT 2026 · 4 MIN
Your agency sent next year's contract. What should you keep in-house before you sign?
Put the contract next to what the agency actually delivered last year. Work that comes back every month in the same way can often run inside your own business. Decide that before you sign.
momentsagencyowner
7 OCT 2026 · 5 MIN
Per-seat licences: when is building your own the better choice?
Count the tools that each do one job. Some are worth replacing with something you own. But a seat price you can budget then becomes a usage meter, and that meter needs a ceiling before you start.
the subscription linepricingcfo
30 SEPT 2026 · 6 MIN
You did not choose an AI supplier. You ended up with one.
Most companies that built AI tools in the past year now depend on one model supplier. Nobody decided that. For chat it doesn't matter. For processes your business depends on, it is a supplier risk like any other, and it costs little to fix.
governancesourcingcfoinvestor