Knowledge Strata
The AI vendor landscape

Your stack was built one department at a time. AI crosses those boundaries.

For decades software lined up neatly: one department, one system, one vendor, one relationship to manage. Finance had its ERP, sales its CRM, IT its service desk. Agentic and knowledge work doesn’t respect those lines, so the way your business was architected has to be reframed.

Every vendor is now racing to own the same thing: the layer that governs that work. Here’s how to read the race.

Every vendor, one frame

Strip away the marketing and every vendor is building the same five capabilities, left to right. Whatever stack you bring, the same picture appears.

Library
Librarian
Model
Evidence
Rubric
From your systems, pushing up the stack
Salesforce
CRM
SAP
ERP
Microsoft
cloud + OS
ServiceNow
workflow
From the model, pushing in the other way
Anthropic
model lab
OpenAI
model lab
Owns itExpanding into itNobody builds itNot their entry point
1

Same pipeline, different names

Every deck looks unique. Underneath, it's the same five lanes. Once you can see them, you can compare any two vendors on one frame.

2

They pile up in the middle

Everyone is building their own model and governance layer. That's the same capability bought several times over, and it's exactly where the lock-in fight is.

3

Nobody owns the Rubric

The one lane every vendor leaves empty: what “good” means in your business. That’s your judgement, the asset only you have. Make sure it isn’t the prize.

The battleground
That pile-up in the middle has a name. The control plane is the layer fighting to govern every agent: who is allowed to act, and whose rules they follow. It is the fight that decides how much of your stack you still hold.
See the control-plane battle →
This is the shape. Your map is the work.

The picture above is every organisation. Yours is specific, and the specifics are the decision.

Which vendors are actually in your stack, where they overlap, what to consolidate, where you’re quietly handing over the Rubric. That map is built with you, kept current, and it’s the start of the work we do at Reframe Technologies.

Want the full, living vendor tracker: every vendor, graded, kept current?Open the working tool →
Whoever wins the control-plane fight, make sure your knowledge isn’t the prize.