NVIDIA Inception Program

The Future of Sovereign AI

Identity. Memory. Orchestration. Compliance.

The infrastructure layer for autonomous AI agents that enterprises can trust, audit, and deploy anywhere — including offline.

Founded

May 2025

Location

Salt Lake City, UT

Stage

Pre-Seed

Focus

Sovereign AI

Market Opportunity

A Massive Untapped Market

1.3 billion AI agents by 2028. $15 trillion in B2B spend through agent exchanges. And no one is building the identity and governance layer.

$97.2B

Enterprise AI Market 2025

18.9% CAGR

$199B

Agentic AI by 2034

From $7.55B today — 26x

1.3B

AI Agents by 2028

IDC — zero have cryptographic identity

53%

Cite Privacy as #1 Barrier

Only 26% scale beyond POC

The Problem

The Agent Infrastructure Gap

The industry is building agents on infrastructure designed for chatbots. Enterprises need identity, memory, compliance, and offline capability. None of it exists.

Data Sovereignty Gap

Cloud AI requires sending sensitive data to third parties. 87% of organizations now consider data sovereignty when selecting AI vendors. The EU AI Act is in force.

No Agent Identity

1.3 billion AI agents deployed by 2028 (IDC) and not one can cryptographically prove who it is. Non-human identities already outnumber humans 50:1 in enterprises. No audit trail from authorization to action.

Memory That Forgets

Vector databases slow at scale (O(N) retrieval). Agents lose context between sessions. Overruled legal precedents are indistinguishable from current rulings.

No Compliance Infrastructure

No sovereignty scoring. No data residency enforcement. No HITL approval workflows. Regulated industries are locked out of agentic AI entirely.

Aethyr delivers the identity, memory, orchestration, and compliance infrastructure for autonomous AI agents

Our Solution

Private LLM Deployment

Full data sovereignty with self-hosted inference via Ollama. Your data never leaves your infrastructure. Cloud models available when appropriate.

Mesh Intelligence

Proprietary collective intelligence. Self-organizing agent squads with HDC-based cognitive state and autonomous task coordination. No central bottleneck.

Ontology Augmented Generation

Beyond vector similarity. HDC-powered retrieval encodes domain constraints geometrically. 100% precision on legal tests. Sub-millisecond queries on 100K documents.

241+ MCP Tool Integrations

HubSpot (49), ServiceTitan (81), Google (26), SharePoint, Outlook, Zapier, and more. Extensible plugin architecture via Model Context Protocol.

Post-Quantum Agent Identity

W3C Verifiable Credentials signed with ML-DSA-65 (NIST FIPS 204). Offline verification. When quantum computers break RSA, Aethyr credentials survive.

Enterprise Compliance

137-privilege PBAC (not RBAC). 8-dimension sovereignty scoring. Audit trails with 30+ event types. SOC2, HIPAA, GDPR, FedRAMP-ready. Data residency enforcement.

Technology

What Makes It Possible

PSAM Cognitive Architecture

Rust-based on-device module. 31 hyperdimensional vectors encode agent identity, knowledge, personality, and context — a complete cognitive state in 1.2 MB.

ML-DSA-65 signatures16,400/sec
ML-KEM-768 keygen136,600/sec
HDC retrievalO(D) constant

Agent Operating System

Not an orchestrator — an OS. 84 syscalls across 22 categories. Agents emit syscall tokens in their output stream. The kernel intercepts and executes.

Syscalls84 across 22 categories
Squad size12 agents (holonic)
ScaleRPi to datacenter

Deploy Anywhere

Same platform from cloud to air-gapped. Agents migrate between tiers carrying full cognitive state. DDIL-ready for contested environments.

CloudVertex, Claude, OpenAI
On-prem / Air-gappedOllama (zero internet)
EdgePSAM Rust + Ollama

Traction

Milestones & Progress

Production MCP server with 241+ tools across 14 plugins

Agent Registry live — post-quantum W3C credentials

PSAM cognitive architecture — Rust (16,400 sigs/sec, 31-vector HDC memory)

Enterprise console — 217 data models, 137 privileges, HITL workflows

Full observability stack — Prometheus, Grafana, Loki, Tempo, Blue Team

Delivered a paid engagement for a $12M residential construction firm

2-3 serious enterprise customers in pipeline

6 technical deep-dive publications on aethyrresearch.com

Q3 2026: 5 paying enterprise customers

Q3 2026: SOC2, HIPAA certifications

Q4 2026: Defense sector pilot (FedRAMP pathway)

Q1 2027: $50K MRR

Q2 2027: 10,000+ registered agents

Leadership

The Team

R. Demetri Vallejos

R. Demetri Vallejos

Founder, CEO & Chief AI Officer

  • Founder and architect of Aethyr sovereign AI platform
  • Drove the full stack from cryptographic codec to iOS app
  • Designed PSAM cognitive architecture and HDC memory systems
  • Enterprise AI strategy for defense, government, healthcare, and energy
Bruce Snyder

Bruce Snyder

COO & Co-Founder

  • Co-founder of Aethyr Research
  • Leads operations, delivery, and go-to-market execution
Stan McHann

Stan McHann

CTO & Co-Founder

  • Co-founder of Aethyr Research
  • Leads technical architecture and platform engineering

Core Team

Dave Owens

Dave Owens

Business Development & Sales — Construction / GC

Arnauld J. Nakaha

Arnauld J. Nakaha

Head of Revenue & Strategic Partnerships

Advisors

Stuart Oliver

Stuart Oliver

Enterprise AI go-to-market

Greg T. Robleski

Greg T. Robleski

Enterprise & quantum strategy

Rob Clark

Rob Clark

Platform engineering

Carol Sonnenberg, CPA

Carol Sonnenberg, CPA

Finance

Tim Moore

Tim Moore

Operating & commercial advisor

Plus additional operations & commercial contributors.

Investment Opportunity

Join Our Journey

$350K

Raising (Post-Money SAFE)

$8M

Valuation Cap

20%

Discount

Use of Funds

Team ExpansionRust, FedRAMP, GTM
Go-to-MarketDefense, enterprise sales
Compliance-as-CodeSOC 2, HIPAA, FedRAMP, CMMC — enforced as code

Projected Unit Economics

$43K

Lifetime Value

$4.3K

Customer Acquisition Cost

10:1

LTV to CAC Ratio

70-80%

Gross Margin

Go-to-Market

Four Beachheads

Revenue Today

Construction — Primary Beachhead

An early commercial engagement delivered $61K in Phase 1 service revenue to Aethyr, with $75K committed for Phase 2. 14 enterprise integrations were deployed across ServiceTitan, HubSpot, Google, and Autodesk ACC, validating the full stack in production: Console + MCP + RAG + knowledge graph.

A $510B industry with data fragmented across dozens of systems — the proving ground for sovereign AI infrastructure with dual-use expansion into defense, enterprise, and residential.

FedRAMP Pathway

Defense & Intelligence

Same stack, air-gapped. Post-quantum crypto, DDIL operation, Blue Team integration. The only agent stack that runs offline with full identity and compliance.

Dual-Use Expansion

Regulated Enterprise

Financial services, healthcare, legal, energy. Sovereignty scoring, audit trails, HITL workflows, data residency. Same platform proven in construction.

Early Access

Residential

B2B2C pathway: serve the remodeler, who serves the homeowner. Privacy-first AI for the home — local-first agents, no cloud required.

Market Timing

Why Now?

Agentic AI Explosion

$7.55B to $199B by 2034. 85% of enterprises implementing agents by end of 2025.

Sovereignty Mandate

62% of European orgs seeking sovereign AI. EU AI Act enforcement live since Feb 2025.

MCP Standard

Anthropic's Model Context Protocol enables interop. Aethyr is MCP-native with 241+ tools.

Local LLM Viability

NVIDIA NIM and Blackwell make production self-hosted inference practical.

Post-Quantum Deadline

NIST finalized PQC in 2024. Migration deadline: 2035. Agent credentials issued today on RSA will need re-issuance.

"The next frontier of artificial intelligence is agentic AI, which uses sophisticated reasoning and iterative planning to autonomously solve complex, multi-step problems."

— NVIDIA AI

Let's Build the Future of Sovereign AI Together

1.3 billion agents by 2028. They need identity, memory, and governance. We built it. It's running in production. And it's post-quantum.