Edge Case Studios

Product Software Company

Edge Case Studios LLC

We build, own, and operate focused software products. Edge Case Studios is the parent company behind Loadout, Unplugged Recipes, Marine Tactical Trainer, Rootfable, Pyrologis, and Mosaicdeck.

View Portfolio Contact

Portfolio

Products Owned and Operated by Edge Case Studios

We operate each product directly with long-term ownership and disciplined engineering.

Live

Loadout

The one app for working bands

Loadout is a mobile-first app for working cover and wedding bands, bringing setlists, the stage view, gig bookings, and audience requests together in one place.

  • Stage view with real-time band sync, smart autoscroll, and offline support
  • Full gig lifecycle: bookings, finances, audience requests, and post-show ratings
  • AI setlist generation and YouTube-to-chord-chart import
Visit product

Live

Unplugged Recipes

Import any recipe. See real prices. Cook hands-free.

Unplugged Recipes is a free recipe organizer that imports recipes from any link, video, or plain text, with real grocery prices, meal planning, and shared kitchens for the whole household.

  • Import from any URL or video, with a voice-guided hands-free Cook Along mode
  • Meal planning, smart grocery lists, and recipe cost estimates
  • Shared kitchens with pantry tracking and expiration alerts
Visit product

Live

Marine Tactical Trainer

Professional tactical wargaming platform

Marine Tactical Trainer is a serious training environment for tactical decision-making, scenario-based planning, and mission execution.

  • Hex-based tactical gameplay with fog of war
  • Campaign mode, scenario editor, and instructor tooling
  • Cloud-native performance and resilient deployment
Visit product

Live

Rootfable

A private home for family history

Rootfable keeps a family's story in one living tree — an explorable pedigree chart with the photos, stories, and documents behind every name, where relatives contribute and family admins approve.

  • Interactive pedigree with “How are we related?” paths between any two people
  • GEDCOM import from Ancestry or FamilySearch with duplicate matching and review
  • Private by design: each family's tree lives in its own isolated database
Visit product

Beta

Pyrologis

Carbon removal you can verify

Pyrologis is a carbon-removal MRV platform, biochar first, that runs the whole life of a credit on one system, from hardware-signed sensor readings and policy checks to registry issuance and a public trace page for every credit.

  • Readings signed on the sensor and hash-chained, with codified policy checks and auditor sign-off
  • Registry issuance, tokens on the Cardano testnet, and public per-credit traceability
  • A working production demo, with evidence anyone can verify without trusting the platform
Visit product

Live

Mosaicdeck

One dashboard, and one AI connection, for all your projects

Mosaicdeck brings analytics, uptime, and errors for all of a user's sites into one dashboard and one read-only MCP connection, so an AI assistant can report on every project but never change anything.

  • Cookieless traffic analytics, uptime checks with incidents, and browser errors grouped by message
  • A read-only MCP server per workspace: ask Claude or any MCP client how your projects are doing
  • Privacy-friendly: no cookies, no stored IP addresses, and no cross-site visitor identity
Visit product

Services

Websites, AI, and IT Setup for Small Businesses

We bring the engineering discipline behind our own products to small businesses that need a better website, practical results from AI, or email and file sharing set up properly.

Web

Website Development

Message us the change. Get a live preview. Reply “approved.” It's on your site.

From a simple one-time site to a full web app with customer logins. US-based and owner-operated, with no offshore subcontracting. Our work is AI-assisted and engineer-reviewed, which keeps turnaround short and prices low.

  • Starter sites: a one-time setup for a clean, fast site that you own
  • Professional profile sites: a personal site that presents your record and results better than a résumé can
  • Web apps: customer logins, accounts, and custom features, as in our own Loadout and Rootfable
  • Custom-built, not WordPress or Google Sites: no plugins to patch, and fast on every device
  • Engineering, not graphic design: we build from clean, proven layouts or your designer's files. Logos and custom artwork are not part of the service
Ask about this service

Consulting

AI Readiness for Small Teams

Put AI to work safely, without a software project

A fixed-scope engagement for owner-led companies under 50 people. We find where AI saves real hours, set sensible rules for using it, and train your team on their own work.

  • Assessment: staff interviews, a ranked list of opportunities, and a one-page AI use policy
  • Pilot: two or three quick wins, hands-on training by role, and measured hours saved
  • Ongoing support: a monthly working session as tools and needs change
Ask about this service

Integration

MCP Server Integration

Connect your AI assistant to the systems you already run

We design and build a Model Context Protocol (MCP) server for your business, so assistants like Claude and ChatGPT can look up and act on your own data instead of working from copy and paste.

  • Connects the systems you rely on, such as scheduling, customer records, invoicing, and shared files
  • Scoped access: individual sign-in, read-only by default, and a log of what the assistant did
  • Built, deployed, and maintained by us, with documentation your team can follow
Ask about this service

IT Setup

Microsoft 365 and Google Workspace Setup

Company email, shared files, and sign-in security, set up properly

A fixed-scope project to set up or migrate your business email and file sharing, with every account secured before we hand it over.

  • Microsoft 365: email on your own domain, SharePoint file sharing, and accounts for the whole team
  • Google Workspace: new setup or migration, with existing mail, calendars, and files carried over
  • Security: multi-factor authentication (MFA) on every account and sensible sharing settings
Ask about this service

Recent Work

  • Autojuris AI: Product site for an AI contract-review platform built for law firms.
  • Acoustic Ridge: Site for a Pacific Northwest live music duo, with show dates, a setlist, and an AI setlist picker.
  • Chris Hamilton: Professional profile site for a service delivery and operations executive.

About

A Small, Focused Operating Company

Edge Case Studios LLC builds, owns, and operates Loadout, Unplugged Recipes, Marine Tactical Trainer, Rootfable, Pyrologis, and Mosaicdeck.

We keep strategy, engineering, and operations tightly aligned so product quality and business decisions stay connected.

Founder

Founder-Led and Technical

Edge Case Studios is led by Michael Hamilton. Product direction and technical execution are managed together to keep delivery practical and consistent.

Visit Founder Site

Contact

Business and Partnership Inquiries

For consulting, partnerships, media, or business opportunities, reach out directly.

mike@edgecasestudios.ai