INFINITY LABS LLC

Xenia, OH · Aerospace · Private

Trust-based filter algorithm for autonomous systems that quantifies sensor and agent reliability in uncertain environments, enabling safer human-AI decision-making in communication-delayed scenarios

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Updated · i-labs.tech

Sector
Aerospace
Headquarters
Xenia, OH
Total capital
$112M
Federal grants
$10.6M
15 awards · 2021–2025
7.5× sector median 2 awards
Private capital raised
None on recordNo Form D filings on SEC EDGAR. Some raises are not filed.
Federal contracts
$101M
26 awards · Defense, General Services A
Rank in Aerospace#44 of 1335
Granted patents
None on recordNo USPTO grants. Applications publish after 18 months.

Capital timeline

2020202120222023202420252026FEDERAL ↑EQUITY ↓Cumulative $112M2020: $501K across 5 contracts$501K2021: $1.9M across 5 grants · $800K across 2 contracts$2.7M2022: $301K across 3 contracts$301K2023: $3.1M across 4 grants · $91M across 5 contracts$94M2024: $1.6M across 3 grants · $1.6M across 3 contracts$3.1M2025: $4M across 3 grants · $6.9M across 7 contracts$11M2026: $45K across 1 contract
2020202220242026FEDERAL ↑EQUITY ↓Cumulative $112M2020: $501K across 5 contracts2021: $1.9M across 5 grants · $800K across 2 contracts$2.7M2022: $301K across 3 contracts2023: $3.1M across 4 grants · $91M across 5 contracts$94M2024: $1.6M across 3 grants · $1.6M across 3 contracts$3.1M2025: $4M across 3 grants · $6.9M across 7 contracts$11M2026: $45K across 1 contract

Latest events

  • Federal contractDefense · This Purchase Order Is To Purchase Advanced Framework For Simulation, Integration And Modeling In Accordance With Attached Requirements Document.$45K
  • Federal contractDefense · Scalable Homeland Innovative Enterprise Layered Defense (shield) Initial Order.$500
  • Federal contractDefense · Advanced Framework For Simulation, Integration, And Modeling For The Greater Enterprise (afsim Forge)$2.9M
  • Federal contractDefense · SBIR Phase II - Autobenchmarking$2M
  • Federal grantDefense · Phase II · SBIR Phase II - Autobenchmarking$2M
  • Federal contractDefense · To Advance The State Of The Art For Satellite Cyber Defense Systems On Ussf Satellites Utilizing The Human Immune System As Inspiration.$180K
  • Federal grantDefense · Phase I · To Advance The State Of The Art For Satellite Cyber Defense Systems On Ussf Satellites Utilizing The Human Immune System As Inspiration.$180K
Show 34 earlier federal awards
  • Federal grantDefense · Phase II · Advanced Analytics For Space-enabled Kill-webs (aask). The Objective Of This Effort Is To Identify Mission Vulnerabilities And Robustly Evaluate How The Inclusion Of A Space-layer Changes Kill-web Performance Within A Mission Simulation.$1.9M
  • Federal contractDefense · Advanced Analytics For Space-enabled Kill-webs (aask). The Objective Of This Effort Is To Identify Mission Vulnerabilities And Robustly Evaluate How The Inclusion Of A Space-layer Changes Kill-web Performance Within A Mission Simulation.$1.9M
  • Federal contractDefense · Fourth On-ramp For Enterprise-wide Agile Acquisition Contract (ewaac) Vehicle.$1K
  • Federal contractDefense · Minimum Guarantee Task Order For Associated Seaport Nxg Mac Awards.$500
  • Federal grantDefense · Phase II · Sbir/sttr Phase II R&d Distribution (anostid)$1.2M
  • Federal contractDefense · Sbir/sttr Phase II R&d Distribution (anostid)$1.2M
  • Federal grantDefense · Phase I · Sbir/sttr Phase I Research & Development- Benchmark Analysis For Rapid Transition (bart)$150K
  • Federal contractDefense · Sbir/sttr Phase I Research & Development- Benchmark Analysis For Rapid Transition (bart)$150K
  • Federal grantDefense · Phase I · Advanced Analytics For Space-enabled Kill-webs (aask)$186K
  • Federal contractDefense · Advanced Analytics For Space-enabled Kill-webs (aask)$186K
  • Federal contractDefense · Biologically Inspired Optimization For Intelligent Collaboration (bioptic)$1.2M
  • Federal grantDefense · Phase II · Biologically Inspired Optimization For Intelligent Collaboration (bioptic)$1.2M
  • Federal grantDefense · Phase I · Sbir/sttr Phase I Research & Development - Ai-informed Algorithms Combined With Differential Game Theory To Support Swarm-on-swarm Engagements$150K
  • Federal contractDefense · Sbir/sttr Phase I Research & Development - Ai-informed Algorithms Combined With Differential Game Theory To Support Swarm-on-swarm Engagements$150K
  • Federal contractDefense · Personnel Recovery Search And Evasion Guidance Planning Artificial Intelligence/machine Learning Model Development (primmal)$1.2M
  • Federal grantNASA · Phase I · Dual-Filter Approach to Trust in Hybrid Human-Machine Systems$175K
  • Federal contractGeneral Services A · SBIR Phase III Strafe To 01$84.3M
  • Federal grantDefense · Phase II · Missile Defense Evaluation and Assessment Tool (MDEAT) Phase II$1.5M
  • Federal contractDefense · Sbir/sttr Phase II R&d - Missile Defense Evaluation And Assessment Tool (mdeat) Phase II$4M
  • Federal contractDefense · Biologically Inspired Optimization For Intelligent Collaboration$150K
  • Federal contractDefense · Capability Report Satisfying The Idiq Minimum.$1K
  • Federal contractDefense · Personnel Recovery Improvement With Multifactor Models And Algorithms For Learning (primmal)$150K
  • Federal grantDefense · Phase I · Missile Defense Evaluation and Assessment Tool (MDEAT)$150K
  • Federal grantDefense · Phase II · Lifecycle Tradespace Analysis of Emerging UAM Battery Technologies$750K
  • Federal grantDefense · Phase I · Smart Model Repository (smr)$225K
  • Federal contractDefense · Lifecycle Tradespace Analysis Of Emerging Uam Battery Technologies$750K
  • Federal grantDefense · Phase II · Enterprise Optimization of UAM Satellite Communications$750K
  • Federal contractDefense · Deriving Degraded Warfighter Performance From Skin Memories$50K
  • Federal grantDefense · Phase I · Persistent Antiseptic Peroxide from Silica$50K
  • Federal contractDefense · Joint Effects Toolchain$50K
  • Federal contractDefense · Research And Development Lifecycle Tradespace Analysis Of Emerging Uam Battery Technologies.$150K
  • Federal contractDefense · Research And Development Regarding Enterprise Optimization Of Uam Satellite Communications.$150K
  • Federal contractDefense · Research And Development Regarding Immersive 3D Auditory Perception In Uam Operating Environments.$150K
  • Federal contractDefense · Advanced Battle Management Systems$2K

Federal awards are summed by year (41 awards); hover a bar for the split. Form D reports securities sold, which can differ from an announced round; filings are numbered in the order they were made.

Standing in Aerospace · 1335 companies

Line = median
  • Federal contracts#44 · top 3%

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

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

Regulatory activity · Aerospace

Sector-level, not company-level

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 .