Verifiable computation. Deterministic systems. Runtime trust.
Hoegfeldt Research LLC develops computational verification frameworks, provenance systems, deterministic generation methods, and simulation trust infrastructure.
Built for systems where claims are not enough.
Hoegfeldt Research LLC is an independent research and development company focused on verification, replay, provenance, simulation integrity, and trust architectures for advanced computational systems. The work is centered on making complex software behavior easier to evidence, audit, and verify without exposing unnecessary internal details.
Research areas
The current research portfolio is organized around systems that need reproducibility, runtime evidence, or stronger trust boundaries.
Runtime Verification
Frameworks for determining whether a computational run stayed inside declared limits, policies, and evidence requirements.
Deterministic Generation
Seeded and replayable generation methods for artifacts, simulations, worlds, workflows, and media systems.
Provenance Systems
Receipts, hashes, manifests, and asset-binding methods that connect outputs to the runs that produced them.
Simulation Integrity
Evidence structures for distinguishing healthy, degraded, fragile, or unverifiable simulation results.
AI Governance
Run-level evidence, policy records, verification outcomes, and compliance-support structures for AI workflows.
Trust Infrastructure
Portable verification layers intended to support independent review, constrained execution, and controlled disclosure.
AOKI
AOKI is a bounded-run evidence and verification framework designed to produce portable receipts for computational workflows, enabling independent verification of runtime behavior, provenance, reproducibility, and declared constraints. Current exploration areas include AI governance, software provenance, deterministic replay, content credentials, simulation validation, and regulated computational systems.
Status
Hoegfeldt Research LLC is currently developing its research portfolio, advancing AOKI patent strategy with counsel, and seeking the right commercial operator, cofounder, strategic partner, or commercialization pathway for software-focused deployment.
Contact
For operator, investor, partnership, legal, or research inquiries, contact Hoegfeldt Research LLC directly.
Hoegfeldt Research LLC
Email: ian.hoegfeldt@hoegfeldtresearch.com
Location: Minnesota, USA
Focus: verifiable computation, deterministic systems, provenance, and runtime trust infrastructure.