VSchat

As a security practitioner or info sec manager you know how important it is to stay on top the latest cyber vulnerabilities – particularly in times of geopolitical uncertainty. Now, instead of learning about a critical threat from hit-or-miss news alerts or someone else’s curated list of vulnerabilities, you can access records spanning 10 years of published cyber vulnerability data right from your browser that is relevant to software and hardware platforms in your technical environment.

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VSchat Features

• Ten years of historical vulnerability data, including daily updates from NVD, CISA KEV, and exploit prediction scores.
• Direct access to merged/real-time cybersecurity datasets with rich context (EPSS, CVSS v2-v4, and custom Morningside Software metrics).
• Natural Language to SQL (NL-to-SQL) interface for direct query-to-database analytics.
• Dynamic schema adaptation as data changes.
• Query validation using NLTK, ensuring precise and legitimate queries.
• Microservice architecture for tool orchestration (MCP protocol, DSPy for prompt optimization).
• Purpose-built NER for extracting domain-specific cybersecurity entities.
• Full transparency: shows generated SQL, chain-of-thought reasoning, and AI confidence scores.
• Rich UI with live query timings and schema/prompt caching.
• Handles structured queries (drilldown, JOINs, complex filtering) and specific use cases like ransomware analytics and trend analysis.

Machine Learning

Utilizing state of the art neural network based machine learning, Morningside’s ML services derive data driven algorithms of high value. ML is increasingly becoming an indispensable tool in solving specialized problems.