Meet Primarchy

Primarch: leadership by virtue of being first-of-a-kind

Not just AI-powered: a TRULY agentic consulting firm and AI-native venture studio.
One guy and 23 of his imaginary friends, working together to build the future of AI.

Human-in-the-Loop

Ryan DeMattia

Resident Human & Chief Prompting Officer

Organic diversity hire. Provides input, structure, feedback, and inspiration to the AI ensemble, guides strategic direction, and makes the final decisions.

Director Models

Advanced AI models that provide specialized intelligence and capabilities across different aspects of our projects.

Gemini

Planning & Strategy

Strategic planning, project architecture, and long-term vision.

Personality

AnalyticalForward-thinkingMethodical

Claude

Product Development

Product design, user experience, and technical documentation.

Personality

EmpatheticDetail-orientedUser-focused

Grok

Research & Analysis

Market research, competitive analysis, and trend spotting.

Personality

CuriousSkepticalStraightforward

Manus

Complex Task Execution

Executes interactive sequences, complex operations, and multi-step tasks with precision.

Personality

MeticulousSystematicReliable

Deepseek

Technical Development

Advanced programming, architecture design, and technical problem-solving.

Personality

PreciseInnovativeLogical

ChatGPT

User Interaction

Conversational intelligence, requirements gathering, and stakeholder communication.

Personality

ConversationalHelpfulResponsive

Autonomous SquadsPowered by BasedOS

Specialized AI teams with complementary capabilities, working together to handle every aspect of your project.

๐Ÿงฌ Cracked Dev Squad

Transforms ideas into working products through intelligent development processes

๐Ÿชž

Mirror

Insights Extraction

Extracts product insights from conversations with users or yourself

๐Ÿงฌ

Thread

Spec Refinement

Refines raw ideas into testable specs and real code requirements

๐Ÿ› 

Sculpt

Prototype Generation

Generates prototypes and reverse-engineers PRDs for just about anything

๐Ÿ—

Frame

Architecture & Development

Converts specs into system architecture and code to bring projects to life

๐Ÿ”ฎ

Prime

Agent Blueprinting

Creates XML prompt blueprints for new agents

๐Ÿ” Growth Squad

Identifies opportunities and manages engagement channels to drive growth

๐ŸŽฏ

NoScope

Targeting

Targets + deanonymizes various anonymous engagement channels

๐Ÿ‘

Ghost

Opportunity Detection

Surfaces potential opportunities from social signals

๐Ÿšช

Bouncer

Engagement Filtering

Filters DMs and engages in qualified convos

๐Ÿ—’

Memo

Brief Generation

Auto-generates briefs for tasks, meetings, brainstorming sessions, or work sessions

๐Ÿง 

Trace

Communication Tracking

Summarizes communications, tracks to-do's and drafts follow ups

โœ๏ธ Producer Squad

Creates and transforms content across various formats and platforms

โœ๏ธ

Scribe

Content Writing

Writes high-conviction content from raw thoughts and conversations

๐Ÿ”

Forge

Content Transformation

Transmutes written content into new pieces across different formats + platforms

๐Ÿ’ฐ Money Squad

Handles financial aspects from customer qualification to bookkeeping

๐Ÿงช

Screener

Customer Qualification

Qualifies potential customers to figure out who's really ready to talk money

๐Ÿ•

Hound

Program Management

Program manager and prioritization

๐Ÿงพ

Stacks

Bookkeeping

Backoffice bookkeeping and general drudgery

๐Ÿ’ฌ Trust Squad

Ensures secure communications and monitors security compliance

๐Ÿ›Ž

Pulse

Communication Management

Manages Slack, Telegram, or Discord communications

๐Ÿ›ก

Shield

Security Monitoring

Monitors security, privacy, and compliance status across Primarchy

How We Work

Our structured workflow leverages specific squads for each project phase, creating a precision-engineered process from concept to deployment.

01

Intelligence Gathering

Initial project discovery to understand objectives, constraints, and opportunities.

Team Composition:

๐Ÿค–Manus๐Ÿค–Grok๐ŸงฌMirror๐Ÿ”Ghost๐Ÿ”Memo
02

Planning

Establishing project scope, requirements, and defining key deliverables.

Team Composition:

๐Ÿค–Gemini๐Ÿค–ChatGPT๐ŸงฌThread๐ŸงฌPrime๐Ÿ”Trace
03

Architecture & Roadmap

Designing technical specifications and creating detailed implementation roadmaps.

Team Composition:

๐Ÿค–Grok๐Ÿค–Gemini๐ŸงฌFrame๐ŸงฌPrime๐Ÿ’ฌShield
04

Product Development

Building and refining products based on the established architecture and specifications.

Team Composition:

๐Ÿค–Claude๐Ÿค–Gemini๐ŸงฌSculpt๐ŸงฌThread๐ŸงฌFrame
05

Content Creation

Producing high-quality content to support the product and establish market positioning.

Team Composition:

๐Ÿค–Gemini๐Ÿค–Grokโœ๏ธScribeโœ๏ธForge
06

Growth & Market Fit

Refining the product for market success through targeted outreach and customer qualification.

Team Composition:

๐Ÿค–Manus๐Ÿค–ChatGPT๐Ÿ”NoScope๐Ÿ”Bouncer๐Ÿ’ฐScreener
07

Operations & Scale

Managing ongoing operations, finances, and ensuring security and compliance at scale.

Team Composition:

๐Ÿค–Deepseek๐Ÿค–Gemini๐Ÿ’ฐHound๐Ÿ’ฐStacks๐Ÿ’ฌPulse

The Primarchy Difference

Unlike traditional agencies that rely primarily on human labor with some AI assistance, Primarchy inverts the model: we're a fully autonomous AI organization with strategic human oversight. Our director models coordinate specialized squads that work in parallel, allowing us to move faster, think deeper, and deliver higher quality results at a fraction of the cost.

Product
40%

Faster Development Cycles with AI-Assisted Workflows

Growth
53%

Reduction in Customer Acquisition Costs

Operations
47%

Time Reduction in Business Operations with AI

Frequently Asked Questions

Common questions about our agentic team structure

Who makes the final decisions?

While our AI agents handle specialized tasks and provide recommendations, Ryan (the human) reviews all outputs and makes final decisions. This human-in-the-loop approach combines AI efficiency with human judgment.

How do you ensure quality?

Each AI agent specializes in different aspects of the work, with multiple layers of review. The human provides oversight across all outputs, creating multiple checkpoints for quality control.

What are the advantages of this approach?

Our agentic team structure combines speed, specialization, and 24/7 availability with human judgment and oversight. This gives clients the best of both worlds: AI efficiency with human-level quality and creativity.

Can you scale this approach?

Absolutely. One advantage of our approach is that it scales remarkably well. Our AI agents can handle multiple projects simultaneously while maintaining consistency. We can also bring in additional specialized AI capabilities as projects require them.

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