Lateralus Labs, LLC is a Veteran Owned Small Business specializing in the sovereign execution platform for agentic AI. We bridge the critical intersection of AI innovation and enterprise architecture, providing the foundational patterns required to deploy intelligent systems in regulated industries like healthcare and defense. Our flagship open-source project, g8e, is a sovereign execution platform that delivers frontier AI reasoning to the edge without surrendering data custody. It reduces cloud providers to stateless co-processors: the model reasons in the cloud, while state, keys, and raw data remain on the host that owns them. The boundary between cloud and host carries proofs in one direction and commitments in the other, never custody. Every mutation is anchored to machine-checkable consistency, human intent, and state-bound transactions through a five-layer admission pipeline. Built for secure air-gapped environments, g8e ensures data sovereignty through tokenization and local rehydration at the L5 Actuator — the cloud model sees only tokenized projections, never raw data.
Core Competencies
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Co-Validation Architecture Authority to mutate is the conjunction of machine-checkable consistency proofs (heterogeneous consensus) and human-checkable intent proofs, bound cryptographically to one transaction.
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Heterogeneous Consensus Protocols Byzantine agreement among reasoners where safety is bounded by the common-mode failure rate, requiring provider diversity rather than redundancy.
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Zero-Trust Execution Substrate Permissions are minted just-in-time from verified intent, scoped to a single action, and dissolved on completion. No credential exists to steal.
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Cryptographic Binding & State-Bound Transactions Every mutation is a typed, signed, state-bound transaction that must clear a fail-closed verification pipeline on the host before any side effect occurs.
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Sovereign Execution Boundary Before intent material crosses the boundary, it is tokenized and scrubbed — secrets and regulated data are replaced with opaque tokens. Rehydration happens only at the L5 Actuator, at the instant of execution, on the host where the data already lives. The cloud model sees structure without substance.
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Local-First Audit Architecture (LFAA) Every mutation is written to a host-local, git-backed ledger before the side effect occurs. The ledger is the memory — the enforcement record of the write path is the context plane of the read path.
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Regulated Industry Architecture Designed for healthcare, government, defense, financial services, and critical infrastructure, mapping directly to NIST AI RMF and NIST 800-207 zero trust architecture for production AI readiness.
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Fail-Closed Verification Pipelines The trustless dependency chain requires defeating orthogonal, independently audited proofs simultaneously rather than a single point of failure.
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Cloud as Stateless Co-Processor The cloud reasoning layer possesses zero custody of underlying data. Context is composed locally from the hash-chained ledger and live host state. The model upstream reasons over tokenized projections and cryptographic commitments, never raw data.
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Outbound-Only Operator The operator initiates a single outbound mTLS connection to the gateway, listens on no ports, and accepts no inbound connections. It can sit behind NAT, firewalls, or air gaps. The gateway cannot reach into the operator; the operator pulls work when it chooses.
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Free and Open Governance Runtime governance and audit are public goods. Apache-2.0, single-binary, air-gap-capable platform that stays that way.
Differentiators
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Verify-Then-Execute Architecture
The protocol on which autonomous agents are built shifts from trust-then-verify to verify-then-execute. A typed, signed, state-bound transaction reaches a sovereign host that refuses to mutate reality unless every independent proof — machine consistency, human intent, freshness, and state — checks out locally and is recorded before the fact. This is not a configurable nicety — it is the floor.
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Co-Validation Over Single-Point Trust
Authority is the conjunction of two independent proofs: machine-checkable consistency (heterogeneous consensus) and human-checkable intent. Neither signature alone is sufficient. The trustless dependency chain requires defeating orthogonal, independently audited proofs simultaneously rather than a single point of failure.
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Free and Open by Design
Runtime governance and audit for AI agents are public goods. A governance layer you cannot inspect or self-host is an unaudited authority in the most sensitive seat in the stack. g8e is Apache-2.0, single-binary, and air-gap-capable — and it stays that way. The right to verify belongs to everyone.
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Veteran Leadership & Deep Industry Experience
Founded by a U.S. Navy veteran (IT2, E-5) with 25+ years of experience across enterprise IT, from Nike's global infrastructure to Rubrik's enterprise SaaS platform. Career spans startups to Fortune 500, with hands-on expertise in SRE, DevOps, cloud infrastructure, and building support organizations from the ground up.
Products & Solutions
We research the governance failures of agentic AI and build the infrastructure to fix them. The "move fast and break things" era is costing organizations a fortune in wasted tokens, broken infrastructure, and unaccountable AI actions. g8e is the sovereign execution platform on which the future of autonomous systems must be built.
●g8e Governance Platform - A Reference Monitor for agentic infrastructure — a fail-closed admission boundary and a sovereign context plane in a single static Go binary. One tiny pre-compiled g8e Node serves as either g8e Gateway (Policy Decision Point) or g8e Operator (Policy Execution Point). Start the g8e Gateway on your local machine, point your AI tools at it, and every action is governed — hardware-bound, just-in-time provisioned, mutual TLS secured, and anchored to a local ledger. Features include heterogeneous consensus over single-model reflection, zero standing privileges, Local-First Audit Architecture (LFAA), and free and open governance by design. Deploy on any host, any OS, any network, including secure air-gapped environments. v1.5.1 is now available on GitHub:github.com/g8e-ai/g8e
●Custom Agentic System Development - We design and build AI agent architectures for organizations that need real AI capability without governance blind spots. From heterogeneous consensus systems to custom verification pipelines, we build what fits your operational, security, and compliance requirements.
Research and Development in the Physical, Engineering, and Life Sciences
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Other Computer Related Services
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Other Scientific and Technical Consulting Services
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Data Processing, Hosting, and Related Services
Past Performance
Lateralus Labs brings 25+ years of infrastructure, reliability engineering, and enterprise IT expertise to government contracting. Our founder's professional experience includes:
Bridged AI innovation and enterprise architecture for data protection SaaS. Established architectural foundations for intelligent systems, collaborating with platform teams on scalability, security, and integration patterns. Designed observability frameworks and safety guardrails for production AI environments. Mentored engineers and influenced technical strategy through working prototypes and code.
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Service Reliability Engineer - Igneous/Rubrik (2019–2020)
Technical lead and escalation point for SRE team at backup-as-a-service startup. Built customer-facing S3 reporting tool adopted as validation standard. Created Grafana dashboards and automation that improved service quality. Awarded company "Hunger" recognition for initiative and customer focus.
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Technical Support Engineer - Quantum (2015–2019)
Remote support for some of the world's largest enterprise storage environments. Built VMware-based lab to replicate complex customer issues. Deep expertise in SAN, NAS, and enterprise backup/archive workflows.
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Sr. Data Protection Engineer - Nike (via Lockheed/ACS/Xerox/Atos, 2000–2015)
Progressed from junior engineer to leading the team managing Nike's global backup infrastructure, one of the largest enterprise environments worldwide. Built automation, reporting, and alerting tools at scale. Developed processes that scaled support organization while maintaining satisfaction.
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Information Systems Technician (E-5) - U.S. Navy (1996–2000)
Advanced from E-1 to E-5 in four years with top performance reviews and test scores. Led full network, server, and desktop buildout for ship commissioning. Supervised 10–15 person help desk team, setting service standards.
References available upon request for qualified government contracting opportunities.
Awards, Recognition & Professional Organizations
★VA-Verified VOSB - Veteran Owned Small Business certification
★U.S. Navy Veteran - Honorable Discharge, IT2
★Open-Source AI Governance - Author of g8e, a public governance architecture for trustless AI execution
The g8e Platform is built for federal, regulated, and air-gapped environments. It is a self-hosted, local-first platform, utilizing the g8e Protocol's canonical JSON GovernanceEnvelope to bind typed operator payloads to hardware-bound intent and L1/L2/L3 governance evidence.
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Zero-Trust Execution Substrate
Permissions are minted just-in-time from verified intent, scoped to a single action, and dissolved on completion. No credential exists to steal. The operator re-derives every proof from scratch against its own local state before any mutation occurs. The trustless dependency chain requires defeating orthogonal, independently audited proofs simultaneously rather than a single point of failure.
Authority to mutate is the conjunction of two independent proofs: machine-checkable consistency (heterogeneous consensus) and human-checkable intent, bound cryptographically to one transaction and verified locally. Neither signature alone is sufficient.
Five-Layer Admission Pipeline Every mutation must clear L1 Doctrine, L2 Consensus, L3 Notary, L4 Warden, and L5 Actuator — five independent failure domains with fail-closed verification at each layer
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Cryptographic Binding Every proof is computed over the deterministic transaction hash. Approval is bound to one action, forever
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State Binding The envelope carries the expected Merkle root; the Operator rejects if its local root has moved (TOCTOU defense)
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Sovereignty Boundary Before intent material crosses the boundary, it is tokenized and scrubbed. Rehydration happens only at the L5 Actuator, at the instant of execution, on the host where the data already lives
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Local-First Audit Architecture (LFAA) Every mutation is written to a host-local, git-backed ledger before the side effect occurs. The ledger is the memory — the enforcement record of the write path is the context plane of the read path.
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Hardware-Bound L3 Notary WebAuthn/FIDO2 passkey assertions computed over the transaction hash. The human signs the exact bytes of one transaction — it cannot be transplanted, replayed, or harvested
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Keys Owned by Data Owners Vault keys are generated, imported, and controlled by the data owner. All sensitive data at rest is encrypted with AES-256-GCM using keys that never leave the host in plaintext
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Free and Open by Design Runtime governance and audit are public goods. Apache-2.0, single-binary, air-gap-capable
