Snapshot Insights
Instant answers powered by your entire snapshot history
Snapshot Insights is the engine that interprets snapshot data and makes it available to users and AI agents. It exposes your snapshots through both a full featured document viewer and AI query engine and a Model Context Protocol (MCP) server, allowing tools like our Snapshot Viewer, Microsoft Copilot, internal AI agents, or custom MCP clients to retrieve complete and context-rich information instantly.
The Challenge: Your Data is Locked in Silos
Modern organizations depend on a mix of legacy archives, operational systems, and modern applications. Each system stores its data differently, making it hard to access a complete picture without switching between screens or relying on manual workarounds.
This creates barriers for both human users and AI-driven workflows:
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Information is spread across historical and live systems
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Users cannot easily search or combine results across snapshots
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AI systems cannot retrieve the context they need
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New data tools cannot connect to legacy systems
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Insights are partial, delayed, or incomplete
Snapshot Insights solves these challenges by creating a single, AI-ready access layer for your entire snapshot ecosystem
Introducing Snapshot Insights
Snapshot Insights is the intelligence layer that exposes snapshot information to both humans and AI systems. It operates as an MCP server that can be queried by:
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Our Sunset Point viewer through the browser plugin
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“Boss AI” orchestrator such as ChatGPT, Copilot, Gemini, etc.
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Enterprise AI agents
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Custom-built MCP clients
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Any tool capable of interacting with MCP
Snapshot Insights retrieves data from one or more snapshots, fuses the results, and returns a synthesized answer that provides complete context.
How Snapshot Insights Works
Snapshot Insights sits at the center of your snapshot ecosystem and gives downstream applications a consistent way to retrieve information.
Connects Through MCP
Snapshot Insights runs as an MCP server that any MCP compatible agent or application can call, including our viewer, Microsoft Copilot, and internal AI tools.
Snapshot Retrieval
Snapshot Insights accesses historical snapshots, Live Snapshots, or both, and treats them in a unified way so downstream tools always get consistent results.
Answer Synthesis
Snapshot Insights returns structured results or synthesized responses created from one or more snapshots, giving users and AI agents complete context.
Snapshot Insights Use Cases
Power enterprise AI with complete context
Let Copilot or internal AI tools retrieve rich, accurate, snapshot based data.
Your viewer accesses Snapshot Insights to return unified information from multiple systems.
Provide instant answers to human users
Eliminate multi-system searches
Customer service, clinical staff, claims teams, auditors, and
analysts get complete information in a single request.
Add intelligence to legacy data
Legacy archives become fully accessible to modern AI tools
without migration.
Use Case
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