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Stop managing data silos and start scaling AI. Strategy Mosaic provides a universal semantic layer that unifies your existing data fabric, whether it’s in Databricks, Snowflake, or legacy systems, delivering a single, governed source of truth to every user and AI agent.
Trusted by the world's most innovative companies
Strategy Mosaic is the semantic layer for agents and AI
Strategy Mosaic is a universal semantic layer that unifies fragmented data systems into a consistent framework, enabling humans and AI agents to work from a single, synchronized source of truth.
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Trusted access everywhere
Unify access to every system—cloud, on-prem, or hybrid without moving data. Agents and teams get governed access to what matters, so AI starts on solid ground.
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From questions to actions
Go beyond dashboards. Strategy powers conversational queries, AI search, and context-rich responses so insights and actions happen instantly across workflows and teams.
Predictable cloud costs
Redundant, costly queries increase cloud spend. Our optimized query engine eliminates redundant processing, reducing the compute load on your underlying data platforms.
The 5 traps of enterprise AI
Without a governed semantic layer, your enterprise AI roadmap will never reach product scale. See why unmanaged data logic causes pilots to fail and how to fix your foundation.
The context gap
LLMs don't know your specific definition of "Churn," so they guess. Feeding them raw data leads to confident but wrong answers.
We inject the business logic, not just the data. The AI gets it right every time.
Logic silos
Business rules trapped in dashboards and Excel sheets are invisible to AI agents, creating a fragmented truth.
Decouple logic from consumption. One semantic layer serves your dashboards AND your AI agents.
The accuracy trap
LLMs are language engines, not calculators. Asking them to aggregate revenue numbers is a recipe for hallucinations.
Strategy handles the math (aggregation), LLMs handle the language (explanation).
The security blindspot
Chatbots often bypass row-level security. If the model can see the data, it might summarize sensitive info for the wrong user.
Universal Governance. Every AI query passes through RBAC before fetching a single byte.
The cost trap
Unoptimized queries kill ROI. Agents iterating through millions of rows for simple answers drives cloud bills through the roof.
Smart Caching and optimization. We route queries intelligently to minimize compute costs.
Built for the entire organization
Mosaic delivers the unified data foundation needed to drive strategy, manage risk, and accelerate delivery across the organization.
Trusted by global leaders
FINANCIAL SERVICES AND INSURANCE
"Strategy’s semantic layer and open architecture allow us to easily integrate data across applications. It means we don’t have redundancy of logic—we just use out-of-the-box REST APIs and can share our controlled, governed data with immense speed."
Sheel Rantan, Manager of Software Engineering
Fannie Mae
HEALTHCARE AND LIFE SCIENCES
"The value behind Strategy is that it’s all based on a governed semantic layer. Everything is integrated together, so everyone is singing from the same sheet of music. Ultimately, this enhances the user experience across our global salesforce.”
Joe Simrany, Reporting Lead, US Primary Care
Pfizer
Strategy Mosaic: See your data, unified
See exactly how Mosaic works with your stack:
Stack-specific ROI estimate
Technical integration plan
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