Case Studies

Five live deployments. One methodology.

Before the platform existed, the methodology was validated across five real organizations. Each proved a component of what became contxtmd.

Case study · Education

A leading research university turned 4,967 pages into institutional intelligence.

Fifteen years of institutional knowledge ingested, structured into a 10-domain taxonomy, and deployed as a ten-dashboard intelligence platform behind the Vice Chancellor's AI query interface. Under 24 hours of wall time from scrape to working dashboards.

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Ingested corpus
4,967pages
RAG-ready output
21,968chunks
Taxonomy nodes
10domains
Time to first export
<24hrs
Case study · Innovation Hub

A startup operating studio turned 225K words into a 9-section operating system.

Two years of emails, thirty-eight weeks of meeting notes, and twelve annual reports structured into a single living operating system for the incoming CEO. The deployment became the template for the startup-vertical application.

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Source words
225Kwords
OS sections
9domains
Source emails
2,143threads
Meeting notes
38weeks
Case study · Enterprise

A hospital-system innovation office scored 40 IP technologies for commercialization.

Each of 40 research technologies had been documented in a different format by a different office. contxtmd imposed a shared commercial-evaluation taxonomy and produced an AI-powered pathway router — scoring each technology for TAM/SAM, regulatory risk, and recommended commercial path.

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IP technologies
40assets
Commercial dimensions
7axes
Researcher DB
956profiles
Market signals
15sources

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