--- title: LLM powered answers to user questions, from enterprise databases. description: LangGrant MCP server enables public LLMs to comprehend enterprise databases without data exposure, and deliver accurate multi-step analytic plans in response to a user query. --- ## Ask, Answer, Anything #### Ask your enterprise database anything, get answers in seconds - no code, no waiting. #### Business questions deserve business answers, not SQL queries.     [![DOWNLOAD](https://no-cache.hubspot.com/cta/default/23302346/44dbbe59-9ebf-4e0b-be75-9ce7ff93365f.png)](https://cta-redirect.hubspot.com/cta/redirect/23302346/44dbbe59-9ebf-4e0b-be75-9ce7ff93365f) # Capabilities [![MCP db context icon](https://23302346.hs-sites.com/hs-fs/hubfs/MCP%20db%20context%20icon.png?width=113&height=113&name=MCP%20db%20context%20icon.png) ](https://23302346.hs-sites.com/automated-database-context) #### Orchestration:  automated database context  LangGrant automatically delivers complete database context for LLMs to comprehend multiple databases simultaneously at scale. Like a skilled engineer, once an LLM understands databases it can contribute to solution design. [Read more ](https://23302346.hs-sites.com/automated-database-context) [![MCP data plan icon](https://23302346.hs-sites.com/hs-fs/hubfs/MCP%20data%20plan%20icon.png?width=113&height=113&name=MCP%20data%20plan%20icon.png) ](https://23302346.hs-sites.com/llm-analytic-plans) #### Orchestration: analytic plan LangGrant binds LLMs to deliver accurate analytic plans for user queries.  Plans are saved, easily validated and modified, and run to deliver analytics data within minutes of the user query. [Read more ](https://23302346.hs-sites.com/llm-analytic-plans) [![LEDGE governance icon](https://23302346.hs-sites.com/hs-fs/hubfs/LEDGE%20governance%20icon.png?width=90&height=80&name=LEDGE%20governance%20icon.png) ](https://23302346.hs-sites.com/llm-governance) #### Governance PII safeguards, authorization controls, data residency rules, firewall restrictions, and token-governance policies are built-in by design.  No sensitive data leaves governed systems. [Read more ](https://23302346.hs-sites.com/llm-governance) [![login](https://23302346.hs-sites.com/hubfs/login.svg) ](https://23302346.hs-sites.com/llm-plan-management) #### Plan management LLM generated plans are saved, easily reviewed and validated, modified, and executed.   Use of LLMs is transparent, explainable, and repeatable.  [Read more ](https://23302346.hs-sites.com/llm-plan-management) [![structured-data](https://23302346.hs-sites.com/hubfs/structured-data.svg) ](https://23302346.hs-sites.com/database-cloning-and-refresh) #### Database cloning and containers On demand database clones with containers provide Agent developers with production database copies (with optional masking) for agentic AI dev/test. [Read more ](https://23302346.hs-sites.com/database-cloning-and-refresh) [![data-base-subsetting](https://23302346.hs-sites.com/hubfs/data-base-subsetting.png) ](https://23302346.hs-sites.com/how-to-subset-create2) #### Database subsetting and synthetic data  Database subsetting with synthetic data provides added context for working with complex multi-database environments. [Read more ](https://23302346.hs-sites.com/how-to-subset-create2) ![migros-online-logo](https://23302346.hs-sites.com/hs-fs/hubfs/customer-logos/migros-online-logo.png?width=200&height=200&name=migros-online-logo.png) ![chpw-logo](https://23302346.hs-sites.com/hs-fs/hubfs/customer-logos/chpw-logo.png?width=494&height=195&name=chpw-logo.png) ![novartislogo](https://23302346.hs-sites.com/hs-fs/hubfs/customer-logos/novartislogo.png?width=675&height=123&name=novartislogo.png) ![drivetimelogo](https://23302346.hs-sites.com/hs-fs/hubfs/customer-logos/drivetimelogo.png?width=1200&height=630&name=drivetimelogo.png) ![logoamfam](https://23302346.hs-sites.com/hubfs/customer-logos/logoamfam.svg) ![migros-online-logo](https://23302346.hs-sites.com/hs-fs/hubfs/customer-logos/migros-online-logo.png?width=200&height=200&name=migros-online-logo.png) ![chpw-logo](https://23302346.hs-sites.com/hs-fs/hubfs/customer-logos/chpw-logo.png?width=494&height=195&name=chpw-logo.png) ![novartislogo](https://23302346.hs-sites.com/hs-fs/hubfs/customer-logos/novartislogo.png?width=675&height=123&name=novartislogo.png) ![drivetimelogo](https://23302346.hs-sites.com/hs-fs/hubfs/customer-logos/drivetimelogo.png?width=1200&height=630&name=drivetimelogo.png) ![logoamfam](https://23302346.hs-sites.com/hubfs/customer-logos/logoamfam.svg) [![gartner-logo](https://23302346.hs-sites.com/hubfs/gartner-logo.jpg) ](https://www.gartner.com/account/signin?method=initialize&TARGET=https%3A%2F%2Fwww.gartner.com%2Fdocument%2F4953531%3Fref%3DsolrResearch%26refval%3D388900880) #### Gartner names Windocks as key vendor for Machine Learning synthetic data Windocks was included in Gartner's recent report "Emerging Tech Impact Radar: Data and Analytics." The renowned consulting firm named Windocks as a key vendor in the tabular and synthetic data. [GARTNER REPORT (clients only) ](https://www.gartner.com/account/signin?method=initialize&TARGET=https%3A%2F%2Fwww.gartner.com%2Fdocument%2F4953531%3Fref%3DsolrResearch%26refval%3D388900880) [![bloor-logo](https://23302346.hs-sites.com/hubfs/bloor-logo.jpg) ](https://23302346.hs-sites.com/hubfs/files/bloortdm.pdf) #### Windocks covered by Bloor Research in Test Data Management Find out how Bloor describes Windocks as "an up-and-coming database virtualisation vendor that it looks like it might be poised to shake up the space." [LEARN MORE ](https://23302346.hs-sites.com/hubfs/files/bloortdm.pdf) # Testimonials Our organization adopted Windocks over five years ago, and I've worked with their platform for two years.   Their ability to deliver full stack SQL Server environments with writable databases has transformed our database dev and testing.   Great product! Windocks has been a great platform, enabling our company to deliver isolated SQL Server environments using an infrastructure-as-code CI/CD approach. We provision multiple databases quickly—even when multi-terabyte in size Windocks has been a great platform for us.  The team at Windocks has been a pleasure to work with from both technical and business perspectives. They are consistently responsive, providing prompt support and delivering custom integrations tailored to our needs. In fact, they’ve integrated with three major storage providers specifically for us, giving us the flexibility to choose the solution that best fits our organization—without being locked into a single vendor due to platform limitations. ![docker-logo](https://23302346.hs-sites.com/hs-fs/hubfs/docker-logo.png?width=299&height=242&name=docker-logo.png) ![microsoft](https://23302346.hs-sites.com/hs-fs/hubfs/microsoft.png?width=215&height=110&name=microsoft.png) ![amazon-1](https://23302346.hs-sites.com/hs-fs/hubfs/amazon-1.png?width=223&height=93&name=amazon-1.png) ![netp-1](https://23302346.hs-sites.com/hs-fs/hubfs/netp-1.png?width=141&height=119&name=netp-1.png) ![docker-logo](https://23302346.hs-sites.com/hs-fs/hubfs/docker-logo.png?width=299&height=242&name=docker-logo.png) ![microsoft](https://23302346.hs-sites.com/hs-fs/hubfs/microsoft.png?width=215&height=110&name=microsoft.png) ![amazon-1](https://23302346.hs-sites.com/hs-fs/hubfs/amazon-1.png?width=223&height=93&name=amazon-1.png) ![netp-1](https://23302346.hs-sites.com/hs-fs/hubfs/netp-1.png?width=141&height=119&name=netp-1.png) ![connect with us](https://23302346.hs-sites.com/hs-fs/hubfs/11598.jpg?width=1500&height=1000&name=11598.jpg) ## We’re here to help! Have a question or need support?  Let's meet! [ Connect with us ](https://calendly.com/paul-stanton?hsCtaTracking=66918e85-84f2-45e1-ac63-e3b787ac7eca%7C599beb41-1334-412d-96e7-3c154abeeb5f) ```json { "@context" : "https://schema.org", "@type" : "VideoObject", "contentUrl" : "https://23302346.fs1.hubspotusercontent-na1.net/hubfs/23302346/LangGrant%20Demo%20Video%20V1.mp4", "dateModified" : "2025-12-08T15:52:47.782Z", "duration" : "PT1M10S", "height" : 1080, "name" : "LangGrant Demo Video V1", "thumbnailUrl" : "https://23302346.fs1.hubspotusercontent-na1.net/hubfs/23302346/LangGrant%20Demo%20Video%20V1.mp4/medium.jpg?t=1765209167782", "uploadDate" : "2025-12-08T15:52:31.967Z", "width" : 1464 } ```