CORE COMPETENCIES
Subsurface Life Support & Diving Systems
Closed-loop rebreather technology, gas harvesting from seawater, integrated diver life support. Export-controlled hardware; jurisdiction to be determined. Concept stage. (BIFROST)
Autonomous AI & Decision Support
Domain-specific large-language-model development on open-weights foundations, air-gap-capable AI systems, SOF domain-specific training data, autonomous orchestration. (MIMIR)
Offensive Cybersecurity
Autonomous vulnerability research, persistent reconnaissance, 22-domain attack-surface coverage, AI-driven triage, human-gated submission. (SINDRI)
Operator Selection & Training
Pipeline-specific selection-prep programming, multi-team athlete management, real-time readiness analytics, evidence-based periodization. (LIMITING FACTOR)
Market Intelligence (Private Use)
AI-driven business intelligence, autonomous prospect identification, multi-platform surveillance, automated outreach. (HEIMDALL)
Software & Systems Engineering
Full-stack defense software development, embedded controls, secure deployment, multi-tenant SaaS, real-time data architecture.
DIFFERENTIATORS
Built With Its Users
The work is not abstracted from the user: Limiting Factor is built with the cadre who use it every day, and they set the standard it ships to.
Vertically Integrated AESIR Ecosystem
One system in service and four in development, built by one team on shared infrastructure. Procurement of any system positions the customer for the others — one vendor relationship, one security posture, one integration path.
Founder-Funded R&D
AESIR is founder-funded with no outside capital. HEIMDALL is intended to become the commercial arm that funds R&D; it generates no revenue today.
Commercial Speed, Defense Standards
Software ships in weeks. Hardware iterates against published research. We move at the speed of commercial tech while building to the standards of defense procurement.
CURRENT PROGRAMS
LIMITING FACTOR — Live with Active Duty Users
Web platform serving active-duty military personnel preparing for SOF selection across 13+ pipelines. Hosted at app.projectaesir.com. Operational since 2025.
SINDRI — Active Engagements
Autonomous bug bounty system with active engagements against multiple enterprise platforms in the technology sector. All architecture phases shipped.
HEIMDALL — Private Use
Multi-tenant lead-intelligence engine running on AESIR infrastructure, used privately by the founder. Outreach in mock mode; commercialization not started; no revenue to date.
BIFROST — SBIR Phase II Target
Architecture complete. Bench prototype in procurement phase. Targeting AFRL / AFWERX SBIR Phase II for hardware development funding. Export-control classification pending.
MIMIR — Prototype, Paused
Self-hosted model program. A from-scratch 100M-parameter prototype was trained to ~213M tokens; the program has since retargeted onto a permissively-licensed open-weights base (Apache-2.0 Qwen3) with a 0.6B proof-of-concept merge, held and run on AESIR infrastructure. A larger continued-pretraining run is planned but not yet funded or scheduled; deployment timing has not been set.
NAICS CODES
CONTRACTING DATA
CERTIFICATIONS & STATUS
Military-Founded Small Business
Active-duty USAF founder. SDVOSB / VOSB certification (SBA VetCert) will be pursued upon separation.
SBIR Eligible
Eligible for SBIR / STTR awards. Currently targeting AFRL / AFWERX Phase II for BIFROST hardware development.
PROCUREMENT CONTACT
FOR FEDERAL CONTRACTING INQUIRIES
Email: [email protected]
Web: projectaesir.com
Founder Direct: Available for prime and PM-level engagements upon request.
This statement contains public marketing information only; no export-controlled technical data is published here.
One vendor. Five systems.
For federal contracting, teaming, or a capability briefing — let's talk.