ICOSA COMPUTING

Software · Private

AI reasoning framework combining large language models with physics-based Ising machine optimizers for transparent, coherent reasoning chains

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Updated

Sector
Software
Total capital
$1.4M
Federal grants
$1.4M
1 award · 2025
Rank in peer group#34 of 66
Private capital raised
None on recordNo Form D filings on SEC EDGAR. Some raises are not filed.
Federal contracts
None on recordNo federal contract awards found.
Granted patents
0
5 pending

Capital timeline

2025FEDERAL ↑EQUITY ↓Cumulative $1.4M$1.4M
2025FEDERAL ↑EQUITY ↓Cumulative $1.4M$1.4M

Latest events

  • Federal grantNSF · Phase I · STTR Fast-Track: Combinatorial Reasoning$1.4M

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 66 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

No founders are linked to this company yet.

Founders appear once a person is matched to the company through its own patents, grants or filings. We never infer people from social profiles.

Checked: USPTO inventors; federal award principal investigators; SEC Form D related persons · Oct 23, 2026

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What it has protected

USPTO · 0 granted of 5
  • PendingCombinatorial Reasoning Systems And MethodsUSPTOApplication 19092879
  • PendingCombinatorial Reasoning Systems And MethodsUSPTOApplication PCTUS2025021882
  • PendingCombinatorial Reasoning Optimization Systems And MethodsUSPTOApplication 63571233
Show all 5 patent records
  • Combinatorial Reasoning Systems And MethodsOct 2, 2025 · Application 19092879Pending
  • Combinatorial Reasoning Systems And MethodsApplication PCTUS2025021882Pending
  • Combinatorial Reasoning Optimization Systems And MethodsApplication 63571233Pending
  • Large Language Models With Combinatorial OptimizationApplication 63571220Pending
  • Combinatorial Reasoning Systems And MethodsApplication 63571229Pending
  • Kizaki CorpSimilar federal contract value in Software · null in contracts
  • NEWPORT REALTY TRUST, INC.Similar federal contract value in Software · null in contracts
  • Quantivex LLCSimilar federal contract value in Software · null in contracts
  • Redwood Scientific Technologies, Inc.Similar federal contract value in Software · null in contracts
  • SilurianSimilar federal contract value in Software · null in contracts
  • Stratifyd, Inc.Similar 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 .