Live Snapshot
Turn Any Live System Into a Snapshot - Instantly.
Your teams need access to real-time operational data, but exposing production systems is risky and migration projects are expensive and slow. Live Snapshot gives you a safe, flexible way to generate read-only snapshots from any live data source without moving data, interrupting users, orrebuilding your infrastructure.
The Challenge: Live Data Is Hard to Access Safely
Modern organizations rely on critical information stored inside production systems. These systems are optimized for transactions, not retrieval, and they cannot be safely queried by AI tools or analytics platforms.
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Traditional approaches create their own problems
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Direct database access threatens performance and stability
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APIs are often incomplete or inconsistent
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Data migrations introduce risk, cost, and downtime
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Teams still struggle to get complete, timely information when they need it
Live Snapshot solves this by offering a safe and repeatable way to access live data without touching production systems or duplicating entire environments.
Introducing AI Insights
Live Snapshot is a connector framework that dynamically creates snapshots from live systems and aligns them with your existing historical snapshots.
Rather than treating live data as a separate source, Live Snapshot brings current operational information into the same snapshot-based model used for historical records. This allows AI Insights to access both past and present states through a single, consistent interface.
Live Snapshots can be generated on demand or automatically on a schedule. Once created, they behave like any other snapshot, allowing downstream tools to retrieve information without needing to understand where or how the data was collected.
Live Snapshot focuses exclusively on creating snapshot artifacts. AI Insights is responsible for retrieving, interpreting, and synthesizing information from those
snapshots.
How Live Snapshot Connects to Your Systems
Live Snapshot is designed as a custom connector framework. Each Live Snapshot is tailored to the source system and the type of information required, ensuring accuracy while preserving system integrity.
API-Based Integration
Live Snapshot connects to source systems through available APIs, retrieving only the data required to assemble a snapshot.
This approach minimizes impact on production systems while maintaining fidelity.
Service And Application Interfaces
Where APIs are limited or incomplete, Live Snapshot can retrieve data through
application-level interfaces designed for controlled access to operational systems.
Automation-Based Extraction
For systems that expose no practical integration interface, Live Snapshot can use automation techniques to assemble snapshot data. This option is intended for edge cases involving sealed or legacy platforms.
Live Snapshot vs Traditional Approaches
Migration Projects
Medium
High
Direct DB Access
Custom Integrations
Medium
Live Snapshot
Very Low
Approach
Data Movement
Migration Required
Production Risk
Speed
Yes
No
Sometimes
No
High
None
Varies
None
Slow
Fast
Slow
Instant
