6174 Studios

We build games and intelligent software.
Order, emerging from iteration.

SCROLL

THE STUDIO

One studio. A portfolio of worlds and tools.

6174 Studios is the parent company behind a growing set of independent projects — real-time strategy and survival games built in Unity, alongside intelligent software spanning machine-learning simulations, local-first hardware tooling, and AI-driven analysis.

The name is a number with a habit. Take any four-digit number, sort its digits up and down, subtract, and repeat — within seven steps you always land on 6174, Kaprekar's constant. A fixed point that order keeps returning to, no matter where you start. That's how we build: iterate relentlessly until the work settles into something inevitable.

0Active projects
0Game engines
0Local-first & private

OUR WORK

Seven projects. Two disciplines.

GAME · RPG Featured

Project Wildbound

Catch, raise, battle — then live the cozy life.

A nostalgic 2.5D creature-collection RPG: tame 351 creatures across 30 unique zones, master tactical turn-based battles, then settle into town life and play online with friends — trade, duel, and run the auction house.

  • Creature-collection RPG
  • Online multiplayer
  • Windows
Explore the game
GAME · UNITY In Development

Escape From WrathGuard

Survive the hold. Find the way out.

Our flagship Unity title — a survival-action experience set inside the hostile WrathGuard complex. Tense encounters, hard choices, and a world that wants you to stay.

  • Unity
  • C#
  • Action
  • Survival
GAME · RTS Prototype

RTS Sieges

Command armies at scale.

A large-scale combat system for real-time strategy sieges — hundreds of units holding formation, breaking walls, and fighting for control of the field in a single continuous battle.

  • Unity
  • RTS
  • Large-scale combat
SIMULATION · ML Simulation

FlyGuard Box

A self-improving 3D training ground.

An accurate 3D simulation of a sealed insect-neutralization box. Stereo-vision sensors triangulate targets in 3D while an online classifier learns from the simulation's ground truth — every shot gated by a fail-closed safety interlock. Software only.

  • Python
  • Online ML
  • Stereo vision
  • Safety systems
DESKTOP + MOBILE · IoT App

SolarGuardian

Local solar maintenance & remote repair.

Authorization-free solar monitoring over your own network via SunSpec / Modbus TCP — per-panel telemetry, battery health, live power flow, automatic diagnostics, and one-click remote fixes. Nothing ever leaves your home.

  • Electron
  • PWA
  • SunSpec / Modbus
  • Diagnostics
DESKTOP · AI VISION App

Roof Damage Finder

Triage roof damage from the sky.

Draw an area anywhere in the US. It finds every building footprint, pulls a top-down satellite crop of each roof, and scores it for damage with a vision model — results ranked worst-first and pinned to the map.

  • Electron
  • Leaflet
  • Satellite imagery
  • AI vision
AUTOMATION · QUANT Research

TradeConsensus

Consensus-driven market automation.

A multi-strategy trading system that fuses independent market signals into a single consensus before it acts — equities and options execution with macro and risk overlays layered on top.

  • Python
  • Alpaca API
  • Options
  • Risk engine

CAPABILITIES

From engine to edge, we ship the whole thing.

Game development

Real-time worlds in Unity — gameplay systems, large-scale combat, AI, and the polish that makes them feel alive.

Machine learning

Online and offline learning, computer vision, and simulation-trained models that improve as they run.

Desktop & mobile apps

Cross-platform Electron and PWA tooling that talks to real hardware and runs fully local-first.

Applied AI

Vision and language models wired into practical tools — analysis, triage, and decisions you can trust.

GET IN TOUCH

Let's build something inevitable.

Partnerships, press, or just curious about the work — reach out directly.