Know the Platform
This type of AI deployment means the customer owns their model and weights.
What is sovereign AI?
The proprietary structure that organizes and connects enterprise knowledge so AI can reason across relationships.
What is a Knowledge Graph?
The 4Minds guide argues AI is not broken because of the wrong model, it is broken because of this.
What is context starvation?
This enterprise search tool is retrieval-focused, which is the key contrast with 4Minds' reasoning.
What is Glean?
The tagline: "Building AI that Reasons, Learns and ___."
What is Adapts?
The three deployment options for running 4Minds on your own terms: SaaS, your own cloud, and this fully isolated option
What is on-prem / air-gapped?
This 4Minds technology adapts less than 5% of a model's parameters for continuous, reversible learning without full retraining.
What is Ghost Weights?
The four types of context: user, session, historical, and this one, covering policies, catalogs, and schemas.
What is environment (or enterprise)?
Copilot and ChatGPT Enterprise hit this ceiling: queries and data cross the vendor's boundary on every call.
What is data sovereignty / lack of data control?
Our three cloud partners.
What are AWS, Microsoft, and Google?
4Minds does NOT charge by this unit, which makes costs predictable as adoption grows.
What are tokens?
Unlike RAG, which retrieves, 4Minds does this across connected information.
What is reason?
Gartner created a new market category with this name, valued at $28 billion in 2026.
What are AI Context Platforms?
The core argument against a one-time fine-tuned model: it starts doing this the day it ships.
What is decaying (going stale)?
The city where 4Minds is headquartered.
What is Dallas, Texas?
On SaaS, a team can be querying within this amount of time.
What is an hour?
The three layers 4Minds keeps separate by design
What are reasoning, execution, and governance?
Use this approach when answers must reference long or changing content with citations.
What is RAG?
Open-weight models are roughly this many times cheaper than closed alternatives.
What is 23x?
The 4 minds in the name are?
Who are Jerome, Jason, Ryan and the customer?
A deployment in a customer's own cloud typically takes this long.
What is five to seven days?
This graph technology finds connections across domains that vector search alone cannot.
What is Synthesis Graph?
Use this approach only after you have proven value and want lower latency on high-volume, stable tasks.
What is fine-tuning?
The honest answer to "do you compete with Harvey?"
What is no, we work alongside it?
The two-word question that disarms "we already have a tool": how are you keeping that model up to ___.
What is date?