SOCIAL CASCADE, LLC
Spatio-temporal nowcasting model using machine learning to predict disease infection rates and optimize health messaging delivery on social media
- Sector
- Digital health
- Headquarters
- RALEIGH, NC
- Founded
- 2021
- Latest Form D
- $25K, Aug 2023
- Total capital
- $404K
- Federal grants
- $379K
- 1 award · 2025
- Rank in peer group#7 of 42
- Private capital raised
- $25K
- 1 Form D · last Aug 2023
- 38 months since last filing
- Federal contracts
- None on recordNo federal contract awards found.
- Granted patents
- None on recordNo USPTO grants. Applications publish after 18 months.
Capital timeline
Latest events
- Federal grantHealth and Human S · Phase I · Integrating AI nowcasting models with digital communications to reduce RSV infections in rural areas$379K
- Private capital raisedForm D · SEC · 1st filing$25K
Node area is scaled to amount. Form D reports securities sold, which can differ from an announced round; filings are numbered in the order they were made.
Standing among 42 peers
Line = medianDigital health · Software
- Federal grants#7 · top 17%
Cumulative measures favor older companies. Rankings describe position today, not outcome. Below the median, ranks show as a band rather than a number.
Founders and team
Researcher links verified by same-company patents and grants- Scott McQuigganResearcherExecutive OfficerLinked by $379K in grants as PI
What it has protected
No granted patents are on record.
USPTO usually publishes applications 18 months after filing, so recent applications may not be visible yet. Patents assigned under a different entity name won’t match.
Checked: USPTO granted patents and published applications · Oct 23, 2026
Related companies, and why
- Livongo Health, Inc.Similar federal contract value in Digital health · null in contracts
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- Dario HealthSimilar federal contract value in Digital health · null in contracts
- Overjet, Inc.Similar federal contract value in Digital health · null in contracts
- FITBIT INCSimilar federal contract value in Digital health · null in contracts
- IMMERSIVE TECH, INC.Similar federal contract value in Digital health · null in contracts
Regulatory activity · Digital health
- New Animal Drugs; Approval of New Animal Drug Applications; Withdrawal of Approval of New Animal Drug Application; Change of SponsorFood and Drug Administration
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- Medical Devices; General Hospital and Personal Use Devices; Classification of the Infant Supine Sleep SystemFood and Drug Administration
Rules are matched to sector, not to company. Recent activity in a sector is context rather than a signal about this business — until rules are matched to what a company actually builds, the section is shown as context and nothing more.
Sources
Federal grants from SBIR/STTR, NIH, NSF and DoD records. Federal contracts from USAspending.gov. Private capital from SEC Form D. Patents from USPTO. Publications from OpenAlex. Regulatory activity from the Federal Register. Press matched on company name.
How to read this page
Figures show associations in public records, not causes or predictions. Nothing here is investment advice. An em-dash means no record was found under this company's name, not that none exists.
Data freshness
SEC Form D filings through . SBIR and STTR awards through .