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Investment Opportunity

Private AI Infrastructure

One reasoning engine. Multiple applications. Zero cloud exposure. We're building the platform for enterprises that can't or won't trust their data to the cloud.

32B Parameter Local Model
100% On-Premise Processing
0 Cloud Dependencies
The Thesis

The Cloud Reckoning Is Coming

For a decade, businesses moved everything to the cloud. Now they're realising what that actually means: their most sensitive data, legal strategy, client communications, financial planning and competitive intelligence lives on someone else's servers, subject to someone else's policies, vulnerable to someone else's breaches.

The market is shifting. GDPR, data sovereignty laws, and high-profile breaches have made enterprises ask uncomfortable questions. The answer isn't to stop using AI, it's to bring AI in-house.

Machine Dogma builds the infrastructure for that future.

1 Privacy by architecture. Data never leaves the client's premises. Not during processing, not during updates, not ever.
2 Platform economics. One deployed engine supports multiple applications. Each new app increases the value of the infrastructure investment.
3 Improving unit economics. Model compression advances mean the same intelligence runs on cheaper hardware every year. Our margins improve as the technology matures.
Private secure office environment

The Architecture

A single reasoning engine powers multiple vertical applications. Clients invest once in infrastructure and gain access to an expanding ecosystem.

Machine Dogma Engine

32B Parameter Local LLM • Server-Side Processing • Multi-User Access

CaseLawPro

Legal Case Reasoning

Dogma Mail

Email Intelligence

ContractIQ

Contract Analysis

Applications

Team collaboration

CaseLawPro

In Development

Legal reasoning across prenuptial case law

AI that doesn't just find cases, it explains what they mean together. Pattern recognition across 100,000+ case excerpts. All 50 U.S. jurisdictions.

  • Cross-case reasoning and synthesis
  • Judicial pattern analysis
  • Monthly curated updates (~5GB)
  • Software licence: $2,500 + $500/year support

Dogma Mail

In Development

Semantic intelligence for email archives

Query years of correspondence in natural language. Find commitments, trace decisions, understand relationships across thousands of threads.

  • Natural language email queries
  • Commitment and decision tracking
  • Cross-thread synthesis
  • Integrates with existing mail servers

LegalSum Pro

Live

Local document summarisation

Our first product — proof of concept for local AI. Summarises legal documents entirely on-device. No cloud, no data transmission.

  • Runs on consumer hardware
  • 3.5GB total footprint
  • Validates the local-first model
  • Available now at legalsumpro.com

The Opportunity

Machine Dogma is seeking seed investment to accelerate platform development and go-to-market for CaseLawPro and Dogma Mail.

Modern office environment

Platform Play

Not investing in one app but investing in infrastructure that supports unlimited vertical applications.

Defensible Moat

Once deployed, the switching cost is high. Each new app deepens the client relationship.

Expanding TAM

As model compression improves, the addressable market grows. Today's $3K server becomes tomorrow's $800 device.

Let's Talk

We're looking for investors who understand that the future of AI isn't centralised, it's private, local and owned by the enterprise.

Discuss Investment →

Konrad Bayati

Founder & CEO

30+ years entrepreneurial experience
Doctoral studies, Business & IT — Brunel University London
Former Strategic Account Director, Securitas (Fortune 500 clients)
Based in Eugene, Oregon

Machine Dogma exists because I saw the same pattern across every industry I've worked in: organisations drowning in data they can't make sense of, increasingly wary of cloud solutions, and desperate for AI that actually works for them rather than extracting from them.

We've built the proof of concept. LegalSum Pro demonstrated that serious AI can run locally on consumer hardware. Now we're scaling to enterprise-grade reasoning with CaseLawPro and Dogma Mail, the first applications on a platform designed to give businesses their intelligence back.