Beyond the Knowledge Graph
The infrastructure that transforms isolated analyses into organizational intelligence. Every metric, trend, and insight becomes queryable across time, teams, and domains.
The Knowledge Graph visualizes connections. The Knowledge Layer is the infrastructure
that makes those connections possible in the first place.
The Knowledge Layer isn't a single feature. It's an infrastructure of interconnected systems
that make organizational learning automatic.
Every analytical output is decomposed into standardized objects: metrics, trends, segments, insights. These objects are indexed in a semantic vector space, enabling queries that span all past analyses regardless of when or by whom they were created.
Ask questions in natural language. The system doesn't search for keywords—it understands meaning. "What drives profit?" finds margin analyses, pricing studies, and cost breakdowns, even if none use the word "profit."
Related objects are automatically grouped and synthesized. When you ask about customer health, the system combines churn rates from Marketing, LTV from Finance, and satisfaction scores from Support into a unified answer.
Navigate your organizational knowledge by domain: Customer, Finance, Operations, Product. Discover what you know about any business area, and identify gaps where new analyses could add value.
Every analysis produces standardized objects that become part of your knowledge base.
Here's how it works.
Each finding typed and tagged
One question. Insights from everywhere.
"What do we know about profitability?"
The Knowledge Layer doesn't search for the word "profitability." It finds semantically related concepts across all your analyses—margin trends, cost drivers, pricing impacts, efficiency metrics.
The Knowledge Layer solves three fundamental problems
that plague every data-driven organization.
Organizations repeatedly analyze the same questions because past insights are buried. The Knowledge Layer ensures nothing gets forgotten—every analysis becomes permanent, searchable memory.
Marketing knows about churn. Finance knows about revenue impact. Product knows about feature usage. But no one connects the dots. The Knowledge Layer automatically links related insights across teams.
Finding relevant past work requires knowing exactly what to search for. The Knowledge Layer enables semantic discovery—ask questions in natural language and find conceptually related analyses.
Every analysis makes your organization permanently smarter.
Every analysis you run becomes searchable organizational intelligence. The more you use it, the more valuable it becomes.