CONNECT DYNAMICS, INC.

BENTONVILLE, AR · Founded 2018 · Software · Still private

Machine learning-based predictive analytics tool for relay trucking logistics that optimizes driver scheduling and route planning while mitigating disruption events

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Updated · fr8relay.com

Sector
Software
Headquarters
BENTONVILLE, AR
Founded
2018
Latest Form D
$100K offered, Jul 2019
Total capital
$2.3M
Federal grants
$2.2M
4 awards · 2021–2024
Rank in peer group#25 of 30
Private capital raised
$75K
3 Form D · last Jul 2019
87 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

2018201920202021202220232024FEDERAL ↑EQUITY ↓Cumulative $2.5M$106K$650K$256K$1.2M1st Form D$75K3rd Form D$100K
2018202020222024FEDERAL ↑EQUITY ↓Cumulative $2.5M$106K$650K$256K$1.2M3rd Form D$100K

Latest events

  • Federal grantNSF · Phase II · SBIR Phase II: Implementation of Machine Learning Module in Novel Relay Trucking Pilot$1.2M
  • Federal grantNSF · Phase I · SBIR Phase I:Applying Machine Learning to Mitigate Disruptions in Novel Relay Trucking Model$256K
  • Federal grantAgriculture · **awards Issued Prior To January 20, 2025, Were Funded Under Previous Administrations And May Not Reflect The Priorities And Policies Of The Current Administration.** Implementation Of Relay Trucking Software And Infrastructure To Benefit Rural Workforce$650K
  • Federal grantAgriculture · Feasibility Of Relay Trucking Model To Benefit Rural Workforce$106K
  • Offering registeredForm D · SEC · 3rd filing$100K
  • Offering registeredForm D · SEC · 2nd filing$75K
  • Private capital raisedForm D · SEC · 1st filing$75K

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 30 peers

Line = median

Software

  • Federal grantsBelow median

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
  • Aayush ThakurResearcherExecutive Officer, DirectorLinked by $1.5M in grants as PI
  • Akshay Lee SinghExecutive OfficerNamed in SEC Form D filings
  • Deme Lee YuanExecutive OfficerNamed in SEC Form D filings

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

  • AUGRAY LLCSimilar federal contract value in Software · null in contracts
  • MATHINVESTMENTS, INC.Similar federal contract value in Software · null in contracts
  • ClearBlade, Inc.Similar federal contract value in Software · null in contracts
  • OPAL AI INC.Similar federal contract value in Software · null in contracts
  • CORR-JENSEN INC.Similar federal contract value in Software · null in contracts
  • CoreTrace CorpSimilar federal contract value in Software · null in contracts

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 .