Watch the Product
See how analysts build the trust layer.
Context Builder turns scattered definitions, business rules, and analyst know-how into a governed, reusable layer the rest of the platform can ground answers on.
Recorded from the live product. Context Builder — analyst-owned, governed, reusable.
Human-in-the-Loop
Trust is built through workflow, not just setup.
The platform improves over time because analysts remain part of the loop. Review, validation, and promotion of trusted patterns make the system stronger with every important question the business asks.
Review
Analysts can validate high-value outputs and correct the logic behind them.
Promote
Reusable, trusted answers become assets the organization can rely on again.
Strengthen
The trust layer becomes richer as the platform learns what matters most in the business.
Business meaning becomes reusable
Category logic, pricing rules, inventory definitions, and operational nuance become managed assets instead of tribal knowledge.
Analysts stay in control
The people closest to the business logic remain the owners of the trust layer underneath the platform.
Context compounds over time
Every refinement strengthens the system for the next question, the next team, and the next workflow.
Why Context Is the Real Bottleneck
The problem is not access to data. It is access to meaning.
Enterprise data is not hard only because it is large. It is hard because the business logic behind it is scattered — across analysts, dashboards, SQL files, definitions, exceptions, and undocumented ways of working. AI becomes unreliable when that context is missing, incomplete, or inconsistent.
What Context Builder Does
Turn business logic into a managed asset.
Context Builder helps teams capture the logic that actually drives trusted analytics: definitions, relationships, assumptions, business rules, and recurring patterns. Instead of leaving these scattered across tools and people, the organization creates a governed layer that the rest of the platform can rely on.
How Analysts Work Inside It
Built for the people who already carry the context.
The people who understand the business logic best are usually the people closest to the data and the decision flow. Context Builder is designed so analysts and data teams can formalize what they already know, refine it over time, and keep control of the trust layer underneath the product.
Why This Is Different
More than notes. More than prompts. More than metadata alone.
Most AI analytics systems either rely on prompting, thin semantic descriptions, or incomplete metadata layers. Context Builder goes deeper by helping organizations capture the real decision logic behind the data in a form the platform can actually use.
What Changes
Once context is built, trust can scale.
When the organization stops relying on individuals and scattered logic to explain the business, answers become faster, more consistent, and more reusable.