M
M Core Systems Ltd — AI-Native Production Systems

Building the Bridge Between Real Identity and Digital Worlds

M Core Systems Ltd is building JARVIS OS, Project M, and the Portal Hall — a three-layer ecosystem connecting AI operators, living digital worlds, and physical immersive gateways.

JARVIS is the engine.Project M is the world.The Portal Hall is the gateway.
3 Connected
Assets
4 Pre-Launch
Revenue Routes
£1M — £5M
Funding Stages
Scroll

The Three-Layer Ecosystem

One System. Three Commercial Assets.

Each layer has standalone commercial value. Together they form a compounding ecosystem — every success accelerates the others.

JARVIS OS
The Engine
Active Development
Project M
The World
In Planning / Prototype
Portal Hall
The Gateway
Concept / MVP Design
LAYER 01Active Development

JARVIS OS

The Engine

A proprietary AI operator and production system. The commercial foundation and early revenue engine powering the entire ecosystem.

  • AI workflow automation
  • Custom business AI deployments
  • Unreal Engine production layer
  • Private operator systems
  • Enterprise licensing
LAYER 02In Planning / Prototype

Project M

The World

A real-to-virtual digital living-world platform. Ten distinct environments, identity systems, reputation layers, and persistent world mechanics.

  • Real-to-virtual identity
  • Avatar & customisation systems
  • Living-world persistence
  • Custom asset store
  • Missions & social reputation
LAYER 03Concept / MVP Design

Portal Hall

The Gateway

The physical-digital onboarding gateway. An immersive physical installation where the player does not create an account — they enter the world.

  • Projection mapping
  • Holographic-style display
  • JARVIS voice guidance
  • Identity onboarding ceremony
  • Investor & brand showcases

Why this is not one product — it is a connected ecosystem

01

JARVIS powers the Project M production pipeline and acts as the internal AI operator.

02

Project M gives JARVIS a flagship commercial world and a platform to showcase its capabilities.

03

Portal Hall turns the digital world into a physical experience — proof, onboarding and content engine.

04

Attention, brand value, revenue and user data flow back through the ecosystem, compounding every layer.

Investment Logic

This Is Not a Single-Product Bet.

Three independent commercial layers. Each has its own revenue path. Each reinforces the others. No single point of failure.

Multi-Asset Resilience

This is not a single-product bet. Three connected commercial layers mean each asset carries standalone value while compounding the others.

JARVIS Generates Revenue Now

Custom AI builds, enterprise deployments and production services can generate B2B revenue before the full platform launches.

Project M Scales Platform Revenue

Identity subscriptions, access tiers, custom assets, brand licensing and world-building partnerships create durable recurring revenue.

Portal Hall Creates Physical Proof

A physical installation validates the concept at investor showcases, generates content, drives media and builds brand before full launch.

Three paths to commercial success — any one is enough

If JARVIS succeeds first

The company generates B2B revenue immediately. Custom AI builds, enterprise deployments and production services fund the platform build without needing a full consumer launch.

Standalone commercial value confirmed
If Project M succeeds first

The digital platform becomes the primary consumer asset. Identity subscriptions, access tiers, custom asset sales and brand licensing create durable recurring revenue at scale.

Standalone commercial value confirmed
If Portal Hall leads

It becomes the physical proof, premium onboarding venue and content engine. Investor showcases, brand activations and ticketed events generate revenue while validating the entire concept.

Standalone commercial value confirmed
Core Investment Thesis
Resilient by design. Compounding by nature.

The investor is not waiting for a single outcome. They are backed by a connected portfolio of assets — each with independent commercial value, each compounding the others. If one layer takes longer to reach market, the others still generate value and protect the investment.

Active DevelopmentLayer 01

JARVIS OS — The Operating Layer

AI agents are workers.
JARVIS is the operator.

Codex can write code. Claude can reason. Windsurf can work inside the IDE. JARVIS coordinates the mission — connecting models, tools, memory, desktop control, files and Unreal Engine workflows into one local AI operator.

Models reason.

JARVIS executes across the machine.

Coding agents write code.

JARVIS coordinates missions.

Tools complete tasks.

JARVIS remembers, routes, verifies, and continues.

The position

Not another agent.
The layer above them.

Codex, Claude Code, Windsurf, Cursor and local models are powerful workers. They are good at what they do. JARVIS OS does not compete with them at that layer. It operates above them — as the system that decides when to use each one, provides context, verifies their work, and continues the mission.

Workers still need an operator. An operator needs context, memory, routing, tool access, verification and continuity. That is what JARVIS is built to be.

What this means in practice

  • Uses external models while keeping the full workflow under one system.
  • Gives models controlled access to tools, memory, files and desktop execution.
  • Maintains mission continuity across tool-switches and model-switches.
  • Routes the right task to the right model or agent automatically.
  • Verifies outputs, logs progress, and continues without losing context.
  • Designed to grow stronger as better foundation models become available.

Understanding the difference

Coding Agent
e.g. Codex, Claude Code, Cursor
  • Operates primarily inside a code editor or repository
  • Executes single-scope coding tasks
  • Requires explicit task prompts for each action
  • Limited persistent context between sessions
  • Strong at generating and refactoring code
  • Dependent on one model or provider

Powerful within their scope. Built for one layer.

JARVIS OS
The operating layer above agents
  • Operates across the local system — files, desktop, pipelines
  • Coordinates multi-step missions spanning multiple tools
  • Maintains mission context and continues autonomously
  • Persistent memory across sessions and projects
  • Routes work to the right model or tool for each task
  • Verifies outputs and corrects course before continuing
  • Connects Codex, Claude Code, Windsurf and local agents as workers
  • Model-agnostic operator layer — improves as models improve

Coordinates agents. Remembers. Verifies. Continues.

Why this matters now

Code generation is not the bottleneck anymore.

AI coding is improving fast

Coding agents are becoming genuinely capable. Code generation, refactoring and review are increasingly well-handled. That layer is no longer the hard problem.

The bottleneck is orchestration

What is still missing is the layer above: local context, environment awareness, persistent memory, multi-tool coordination, execution control and verification. That is the unsolved layer.

JARVIS is built for that bottleneck

Not another code writer. An operator system designed from the start for orchestration, execution and continuity — with Unreal Engine, desktop control and model-agnostic routing built in.

Model honesty

JARVIS does not claim to replace foundation models.

Claude, OpenAI models and other frontier systems provide serious reasoning power. JARVIS does not pretend that layer does not matter — it does. JARVIS provides the operating layer around them: local context, tool routing, memory, execution, verification and continuity.

The system is model-agnostic by design. As better models emerge, JARVIS can use them. The operator layer stays consistent. The intelligence layer improves automatically.

“JARVIS does not try to make frontier models irrelevant. It makes them operational.”

Model-agnosticUses frontier models where strongestLocal context + tool routingPersistent memoryOperator layer — not a model

Not a wrapper. Not a finished product. A working operator layer.

A wrapper
  • Sends prompt to model
  • Returns generated text or code
  • Minimal awareness outside the chat window
  • User must read, execute and verify manually
  • Bound to a single provider or model
  • No persistent memory between sessions
JARVIS OS
  • Routes work between models, tools and local agents
  • Reads and acts on local project context and filesystem
  • Executes commands, scripts and file operations directly
  • Maintains mission continuity and memory across sessions
  • Connects to Unreal Engine workflows and desktop systems
  • Tracks outcomes, verifies progress and queues next actions
  • Operator layer around models — not a single-model chatbot

System Architecture

Nine layers. One operator.

JARVIS OS is structured as a layered execution environment — from mission input to verified output.

01
Mission Input
Natural language goals, project briefs, structured task definitions
02
JARVIS Planner
Decomposes missions, selects tools and models, sets execution order
03
Model Routing
Routes reasoning tasks to Claude, OpenAI models, local models or specialist agents
04
Tool & Command Layer
Dispatches to Codex, Claude Code, Windsurf, shell commands, APIs and automation scripts
05
Local File & System Control
File operations, directory management, desktop actions and process control
06
Memory & Continuity
Persistent context, session memory, project history and cross-session knowledge
07
Unreal Engine Bridge
UE5 scene control, production pipeline commands and cinematic workflow integration
08
Verification & Test Loop
Output testing, error detection, self-correction routing and progress tracking
09
Output / Report / Next Action
Delivers results, logs outcomes, generates reports and queues the next mission step

Early Revenue Channels

jarvis_os — revenue_channels.sh
$ list_revenue_channels --mode=early_commercial
Custom AI Automationactive

Bespoke workflow systems for businesses

AI Operator Deploymentsactive

Receptionist, assistant and operator builds

Private AI Systemsactive

Local-first, memory-equipped deployments

Unreal Production Servicesactive

Cinematic demos, immersive visualisations

Enterprise Licensingactive

JARVIS OS licensing for larger organisations

Bespoke Buildsactive

Custom-scoped engagements per client

6 channels identified// early commercial phase
No full platform launch required// standalone service model

Core Capabilities

  • AI operator and workflow orchestration system
  • Model-agnostic: routes to Claude, OpenAI models, or local models
  • Unreal Engine 5 production pipeline integration
  • Persistent local memory and cross-session context
  • Desktop control, file operations, automation pipelines
  • Custom private AI deployments for business clients
  • Verification loops and mission progress tracking
  • Iterative self-correction and deployment automation
Status
Active Development
Revenue Phase
Early Commercial
Model
B2B + Licensing
Dependency
None (Standalone)

Current Status

Early technical system — not a polished consumer product.

Technical prototypeActive buildHuman-supervisedModel-agnostic directionProduction hardening in progress

The position

Built for builders who do not want another assistant.
They want an operator.

JARVIS OS is for people who believe AI agents need an operating system — something that gives them context, memory, tooling, local execution and mission continuity.

Shared as an early technical build for feedback from people working on agents, devtools, local automation and AI workflows. Reach out directly.

In Planning / PrototypeLayer 02

Project M — The Living World

A real-to-virtual digital platform. Not a game in the traditional sense. A persistent, identity-driven digital world where who you are in real life has meaning in the digital space.

Environments

  • 10 distinct world environments
  • AI-driven world systems
  • Living-world persistence
  • Dynamic event layers

Identity

  • Real-to-virtual identity mapping
  • Face-scan avatar generation
  • Character programming
  • Public rank & reputation

Customisation

  • Custom asset store
  • Unique avatar builds
  • Cosmetic & status layers
  • Inventory systems

Social & Progression

  • Missions & narrative arcs
  • Social reputation layer
  • Status verification system
  • Community layers

Identity System

Access & Identity Tiers

Unverified players can enter and experience the world — but do not carry the same verified public rank, status or reputation as verified identity holders. Identity is a meaningful choice, not a barrier.

Unverified
Free
Casual Access

Enter and experience the world. No face verification. No public rank.

  • World access (limited)
  • Basic avatar
  • No Face / No Rank
  • Unverified public profile

Unverified players experience the world but do not carry verified public reputation or rank.

Verified
£12
Basic Identity

Casual identity and basic customisation. Enter with a name.

  • Full world access
  • Custom avatar basics
  • Verified account
  • Basic public profile
Most Popular
Enhanced
£49
Verified Identity

Enhanced avatar, verified rank, and expanded customisation.

  • All worlds access
  • Enhanced avatar & cosmetics
  • Verified public rank
  • Reputation layer active
Premium
£99
Premium Identity

Full character programming, premium status, and unique asset access.

  • Priority access to all worlds
  • Full character programming
  • Premium public status
  • Custom asset store access

Identity features including face-scan avatar generation would require privacy-first design, informed consent, data protection compliance and legal review before any commercial deployment.

10
Distinct Worlds
Real-to-Virtual
Identity System
4 Tiers
Access Levels
AI-Driven
World Systems
Layer 03Concept / MVP Design

Portal Hall — The Physical Gateway

The player does not simply create an account.
The player enters the world.

A premium physical installation combining cinematic lighting, spatial audio, projection mapping and JARVIS AI voice guidance. The identity onboarding ceremony no digital flow alone could replicate.

Commercial Use Cases

Investor Showcases
Private premium demonstration sessions for serious investors and partners.
Preview Events
Ticketed public-facing experiences that generate pre-launch revenue and media.
Brand Activations
Immersive partner and sponsor experiences integrated into the installation.
Identity Onboarding
The physical-digital entry ceremony — where Project M identity is first created.
Physical World
Immersive installation
Digital World
Platform identity entry

Installation Features

  • Cinematic lighting and spatial audio design
  • Large-format projection mapping
  • Holographic-style display elements
  • JARVIS AI voice guidance through entry
  • Avatar reveal and identity onboarding
  • Physical-to-digital transformation ceremony
  • Investor and partner private showcases
  • Ticketed preview and launch events
  • Brand activation partnerships
  • Social media content creation moments

Why This Changes Everything

Most digital worlds exist only on a screen. Portal Hall creates a moment before the screen — a physical threshold that makes the digital identity feel real, earned and exclusive. That moment has commercial, emotional and media value that no app store page can replicate.

Pre-Launch Revenue Strategy

Revenue Before the Full Platform Launches.

Investor question: how does the company generate revenue before the full game is finished? Answer: early revenue does not depend on the finished platform.

Each of the four early revenue streams operates independently. They can generate income before Project M is live, before Portal Hall is built, and before the full platform is commercially deployed.

A

JARVIS OS Custom Builds

  • Custom AI automation systems
  • Private AI assistant deployments
  • AI receptionist and operator builds
  • Business workflow automation
  • Local-memory AI infrastructure
  • Enterprise bespoke builds
B

Unreal / AI Production Services

  • AI-generated Unreal demos
  • Cinematic product visualisations
  • Interactive investor demos
  • Virtual production scene builds
  • Immersive brand prototypes
  • Digital experience packages
C

Portal Room MVP

  • Investor showcase sessions
  • Paid premium preview experiences
  • Private booking experiences
  • Brand activation prototypes
  • Ticketed preview events
  • Content creation studio hire
D

Founder & Early Access Offers

  • Founder access passes
  • Identity & avatar reservations
  • Premium name / status reservations
  • Custom asset pre-orders
  • Digital membership tiers
  • Early partner packages

All early-stage offers represent premium access, service delivery, and experience products. They are not investment vehicles, prize systems, or financial instruments of any kind.

Funding Options & Development Roadmap

Three Stages. One Direction.

Clear investment thresholds mapped to concrete deliverables. Each stage unlocks the next. Each investment changes the trajectory.

£1M proves it.
£2.5M builds it.
£5M launches it.
Commercial Proof Stage
£1M
£1M proves it.

This Stage Unlocks:

  • JARVIS OS prototype hardening
  • Polished Unreal cinematic demo
  • First real-to-virtual identity prototype
  • Basic avatar / face-scan workflow
  • Investor materials and demo video
  • Legal and IP foundation
  • Small core team assembly
  • Portal Room concept design
  • Early partner and investor showcase
Recommended
First Commercial Platform Build
£2.5M
£2.5M builds it.

This Stage Unlocks:

  • Full JARVIS commercial hardening
  • Advanced AI + Unreal production pipeline
  • Project M vertical slice
  • Identity system version 1
  • Custom asset store prototype
  • Player account and access tier system
  • Living-world simulation prototype
  • Premium cinematic demo package
  • First Portal Room MVP
  • Serious core team
  • PR / brand / marketing preparation
  • Legal and compliance review
  • Controlled investor showcase event
Full Launch Foundation
£5M
£5M launches it.

This Stage Unlocks:

  • Full JARVIS production roadmap
  • Larger AI / Unreal / backend / design team
  • Project M early commercial launch version
  • Multiple worlds and environments
  • Advanced avatar and customisation systems
  • Full custom asset store
  • Multiplayer / social / reputation foundations
  • Living-world persistence systems
  • Operational Portal Hall or high-end pilot
  • Professional scanning and identity setup
  • Physical immersive production
  • Full launch campaign
  • Influencer and content strategy
  • Investor and partner events
  • Enterprise JARVIS licensing preparation

Investment structures, equity, revenue share, preferred return or other financial terms would be subject to legal documentation, due diligence, and professional advisory engagement. All figures are indicative of development stage intent and not a financial guarantee or offer.

Investor Return Strategy

Protected by Equity. Paid by Revenue.

The investor is not waiting blindly for a finished platform. A hybrid structure provides near-term revenue protection and long-term equity upside.

Equity Ownership

Ownership stake in M Core Systems Ltd, providing long-term upside as the company and its assets grow in value.

Revenue Share

A defined percentage of company revenue directed to the investor until an agreed repayment threshold is reached.

Preferred Return

Priority position in distribution, protecting the investor's capital before broader profit sharing begins.

Convertible Structure

Flexible convertible investment that can move between loan and equity structures based on agreed milestones.

Preferred Model

The Hybrid Approach

The preferred structure combines two protections in one model. The investor receives a revenue share from commercial activity until an agreed repayment threshold is reached — while simultaneously holding equity for long-term value growth.

You get paid back from revenue, protected by equity, and rewarded by growth.
01
Investment Deployed
Capital allocated across defined development stages
02
Revenue Share Active
Agreed percentage of revenue flows to investor until threshold
03
Threshold Reached
Revenue share completes. Full equity position remains active.
04
Long-Term Upside
Equity grows in value as the ecosystem scales commercially

The investment structures described on this page are indicative of preferred commercial intent and do not constitute a financial offer, regulated investment advice, or binding agreement. Final structures would be agreed legally with qualified professional advisors, subject to due diligence and applicable regulations.

AI-Native Production Model

We Do Not Need 1,000 People.

We are not trying to compete with large studios by becoming a large studio. We are building an AI-native production model.

Large studios were built in an era before today’s AI tools, Unreal Engine automation, procedural content systems and custom AI operators. Their scale was a response to the tools of the time — not a permanent requirement of the work.

This company is designed from the ground up to stay lean — using JARVIS OS as an internal production system, Unreal Engine’s modern tooling, and a small core team of highly capable specialists who direct and curate rather than manually execute everything.

Real Constraints
Technical FeasibilityNot the constraint
Access to CapitalPrimary constraint
VisibilityStrategic priority
Strategic PartnershipsActive pursuit
The main constraint is not technical feasibility.
It is access to capital, visibility and strategic partnerships.

JARVIS as Internal Infrastructure

JARVIS OS is not only a commercial product. It is the company's internal AI operator — automating generation, testing, iteration and deployment tasks that previously required large specialist teams.

Unreal Engine Automation

Procedural systems, AI-assisted content generation and modern Unreal Engine pipelines allow a small team to produce output that would historically require studios of 50–200 people.

Focused Human Expertise

The human team focuses on architecture, direction and quality assurance — not repetitive manual tasks. Humans decide. JARVIS executes, iterates and scales.

Production Model Comparison
Traditional Studio
  • 200–500 staff
  • 5–10 year cycles
  • $50M–$500M budgets
  • Manual production
M Core AI-Native
  • Small core team
  • Agile stage releases
  • Lean capital efficiency
  • JARVIS-powered

Development Roadmap

Staged. Deliberate. Commercially Grounded.

Every stage is a complete commercial milestone — not just a development checkpoint. Each delivers real, monetisable output before moving to the next.

01Now — Month 3

Proof Foundation

Establish the commercial proof layer. Demonstrate that the technology exists, the company is structured, and the vision is investor-credible.

  • Investor-grade website and pitch deck
  • JARVIS OS technical audit and documentation
  • Unreal Engine proof-of-concept demo
  • Legal and IP structure initiation
  • Investor materials and demo video
02Month 3 — Month 9

Commercial Hardening

JARVIS enters early commercial deployment. First B2B clients secured. Project M planning begins with a working identity prototype.

  • JARVIS OS commercial hardening
  • First B2B client deployments
  • Project M vertical slice planning
  • Early identity system design
  • Portal Room MVP concept and costings
03Month 9 — Month 18

Platform Prototype

Project M enters prototype. The digital world has its first functional core systems. Portal Room physical MVP begins design and build.

  • Project M identity system build
  • Custom asset store prototype
  • Living-world simulation demo
  • Avatar and customisation prototype
  • Portal Room MVP physical build
04Month 18+

Commercial Rollout

Controlled commercial launch. Investor and partner showcase event. Early access rollout begins. JARVIS enterprise licensing pipeline opens.

  • Controlled showcase investor event
  • Early commercial access rollout
  • JARVIS enterprise licensing pipeline
  • Project M public announcement and waitlist
  • Full Portal Hall operational or pilot

All timeline projections are indicative estimates based on current planning assumptions. They are subject to funding, technical progress, and market conditions. No guarantee of specific delivery dates is implied or made.

Michal Horvat
Founder & Director — M Core Systems Ltd
Builder, not a presenterAI-native systems architectureUnreal Engine & digital productionCommercial thinking from day oneFounder-led, lean-first execution
Active — Building in production
About the Founder

This Is Already
In Motion.

Michal is not pitching an idea. He is building an AI-native operating and production system that combines JARVIS OS, Project M and the Portal Hall into a connected commercial ecosystem — designed to be lean, scalable and commercially durable from the ground up.

His background is not in asking large teams to build things. It is in building systems himself — combining AI tooling, Unreal Engine production pipelines and commercial architecture into a working prototype that already demonstrates the foundation of what this company is building.

“Investment does not give this project its vision.
It gives the vision its commercial acceleration.

M Core Systems Ltd is a registered UK limited company. The director and primary builder is Michal Horvat. The project is founder-led, AI-native and structured for sustainable long-term commercial growth.

Investor Materials

Everything You Need to Make a Decision.

Structured documentation for serious investors. Business plan, technical audit, pitch deck and live demo — available on request.

Business Plan

Full company strategy, market analysis, commercial model, risk assessment and staged development roadmap.

Available on request
Request Access

Technical Audit

JARVIS OS capability overview, Unreal Engine production pipeline assessment and AI architecture documentation.

Available on request
Request Access

Pitch Deck

Condensed investor presentation. Ecosystem overview, funding ask, return structure and commercial roadmap summary.

Available on request
Request Access

Live Demo Request

Request a private demonstration of JARVIS OS capabilities or the full M Core Systems ecosystem presentation.

Request Demo

All materials are provided under NDA or direct investor contact.

To request the business plan, technical audit or pitch deck — contact the founder directly at michalhorvat135@gmail.com. Files will be placed in /public/docs/ once finalised.

Contact

Let’s Build Something
That Matters.

If you are an investor, strategic partner, or someone who wants to see a private demonstration of what M Core Systems is building — reach out directly.

Investor Enquiry

Discuss funding structure, equity terms, revenue share model, or arrange a due diligence conversation.

Strategic Partnership

Technology partners, production studios, venue operators, brand activations, or industry collaborators.

Private Demo Request

Request a private JARVIS OS demonstration or a full M Core Systems ecosystem presentation.

M Core Systems Ltd
Registered in England & Wales

This website presents the vision, development plan and investment overview for M Core Systems Ltd. All financial projections are illustrative only. Nothing on this site constitutes a financial promotion, regulated investment advice or binding commercial offer. Interested parties should conduct their own independent due diligence and seek qualified professional advice before making any investment decisions.

© 2026 M Core Systems Ltd. All rights reserved.