NVIDIA Inception Program Applicant

The Future of Private AI

Autonomous AI agent orchestration for enterprises. Transforming business operations through intelligent agent fleets with complete data sovereignty.

Founded

May 2025

Location

Salt Lake City, UT

Stage

Pre-Seed

Focus

Private AI

Market Opportunity

A Massive Untapped Market

The private AI market is exploding as businesses demand data sovereignty without sacrificing AI capabilities.

$97.2B

Enterprise AI Market 2025

18.9% CAGR

$194.6B

AI in SMB Market

32.1% CAGR

78%

Organizations Using AI

Only 26% scale beyond POC

53%

Cite Privacy as #1 Barrier

To AI adoption

The Problem

The Private AI Gap

Businesses want AI capabilities but current solutions force a choice between power and privacy.

Data Sovereignty Gap

Cloud AI requires sending sensitive data to third parties. 87% of organizations now consider data sovereignty when selecting AI vendors.

Technical Complexity

60% of SMBs cite lack of in-house resources as the primary barrier to AI adoption. Enterprise tools require dedicated ML teams.

Cost Barriers

GPU infrastructure and AI talent out of reach for SMBs. Current solutions require significant upfront investment.

Security Concerns

69% cite AI-powered data leaks as top security concern. Compliance requirements (HIPAA, GDPR) limit cloud AI options.

Aethyr delivers enterprise-grade AI with complete data sovereignty

Our Solution

Private LLM Deployment

Full data sovereignty with self-hosted inference. Your data never leaves your infrastructure.

Multi-Agent Orchestration

Coordinate specialized AI agents for complex tasks with our proprietary Mesh Intelligence system.

RAG-Powered Intelligence

Semantic search across all your business data with pgvector and Neo4j integration.

220+ MCP Tool Integrations

CRM, document management, project tools, and custom integrations via Model Context Protocol.

Enterprise Security

HashiCorp Vault, RBAC, kill switches, and complete audit logging with cryptographic hashing.

Compliance Ready

SOC 2, HIPAA, GDPR, and FedRAMP-ready architecture for regulated industries.

Competitive Moats

Why Aethyr Wins

Mesh Intelligence

Proprietary collective intelligence system enabling emergent capabilities across agent swarms—no competitor offers this.

Full-Stack Private AI

Complete solution from inference to UI—not a framework requiring assembly, but a deployable platform.

Customer-Driven Architecture

Partnerships provide proprietary training data and real-world workflow patterns that inform product development.

Integration Depth

220+ MCP-compliant tools with extensible plugin architecture; customers drive integration priorities.

Traction

Milestones & Progress

Production MCP server with 220+ tools

Production RAG system with multi-tenant isolation

Agent fleet management console with Mesh Intelligence

1 active paying customer (Custom Built, MI)

2-3 serious customers in pipeline

Q2 2026: 5 paying enterprise customers

Q4 2026: $50K MRR

Leadership

The Team

RDV

R. Demetri Vallejos

Chief AI Officer (CAIO)

  • AI Network Controls and Automation Engineer
  • Deep expertise in DNS/hosting, cybersecurity, database management
  • Compliance: NIST 27001, HIPAA, GDPR, PCI DSS
  • Proficient: TypeScript, React, Python, Docker, Ollama
JL

Jason Law

Chief Technology Officer (CTO)

  • 30+ years leading large-scale, secure systems
  • Co-founder of self-sovereign identity standards
  • Architect of global decentralized networks
  • Expert translating research into production systems

Investment Opportunity

Join Our Journey

$250K

Seeking

5%

Equity

$5M

Implied Valuation

Use of Funds

Team Expansion
Go-to-Market
Infrastructure Scaling

Projected Unit Economics

$43K

LTV

$4.3K

CAC

10:1

LTV:CAC

70-80%

Gross Margin

Market Timing

Why Now?

Agentic AI Explosion

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

Data Sovereignty Mandate

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

MCP Standard Emergence

Anthropic's Model Context Protocol enables interoperability. Aethyr is MCP-native.

Local LLM Viability

NVIDIA NIM and Blackwell architecture make production self-hosted AI practical.

"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 Private AI Together

Interested in learning more? We'd love to discuss how Aethyr is transforming enterprise AI with complete data sovereignty.