Adaptive Context Graph
The context that grounds every answer
Most AI fails in the enterprise because it does not know your business. The Adaptive Context Graph is the layer that fixes that, connecting your data, metadata, definitions, and rules so every answer and action reflects how your company actually operates.
SOC 2 Type II certified · Deploys as SaaS or in your VPC
your definitions, applied to every answer
Illustrative run · every step logged, every action approved by a person
The problem
Generic AI does not know what your numbers mean
A model can read a table, but it does not know that your "active account" excludes trials, or how your team defines a healthy margin. Without that context, answers are wrong in ways no one catches, and no one trusts them enough to act.
The Adaptive Context Graph gives Cimba that missing knowledge.
The shift
What changes with the Adaptive Context Graph
- AI reads your tables but not what your terms mean.
- Each team calculates the numbers a little differently.
- Business knowledge lives in a few people's heads.
- Answers are confidently wrong, so no one acts.
- Your definitions and rules travel with every answer.
- One governed layer everyone shares.
- Cimba learns once and the whole org benefits.
- Answers reflect how your business actually works.
From tribal knowledge to one governed source of context.
What it is
One governed layer of business knowledge
The graph brings your data sources, table metadata, metric definitions, governance rules, and operational playbooks into a single queryable layer.
It adapts as your business changes and as Cimba learns from outcomes, so the whole organization draws on one shared, governed source of context instead of tribal knowledge in people's heads.
Definitions and rules
Encode what your terms mean and how decisions should be made, once.
Learns from outcomes
Every completed action feeds back, so context sharpens over time.
Shared org-wide
Cimba learns once and every team benefits from the same governed knowledge.
Connect
Point Cimba at your warehouses, apps, and files.
Describe
Layer in metadata, definitions, and business rules so data has meaning.
Govern
Set who can see and use what, with rules enforced on every query.
Adapt
The graph updates as your business changes and as outcomes come back.
How it works
Build context once, and everything Cimba does draws on it.
Capabilities
What you get
A living context layer that every agent and workflow builds on.
Connected sources
Warehouses, apps, spreadsheets, and APIs, unified into one layer.
Business semantics
Your definitions and rules travel with the data into every answer.
Continuous learning
Outcomes feed back so context improves with use.
Governed access
Role-based rules decide what each user and agent can reach.
Signals in your data are aging right now
Give your AI the context it is missing
See how the Adaptive Context Graph grounds Cimba in your business.
SOC 2 Type II · Every action traceable · SaaS or your VPC
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Questions
Adaptive Context Graph
It includes your semantics, and also your governance rules, playbooks, and a feedback loop from real outcomes, so it grounds actions, not just queries.
You layer in table metadata, definitions, and rules, and the graph refines as Cimba captures the results of completed work.
Yes. Access is role-based and the graph runs within your governed environment.