Arbitrary Systems

Software for the work people still do carefully.

Arbitrary Systems builds beta products for serious collections, studio operations, collaborative tastings, private plans between trusted people, and game communities that need clearer shared data.

Each product starts with a real workflow and a real operating rhythm, with enough structure underneath to stay useful once the records, schedules, pours, plans, or comparisons become part of ordinary life.

Arbitrary Systems brand mark
Current focus
  • Collector software for wine, spirits, beer, and cigars
  • Agent-ready collection workflows with drafts, approvals, and audit trails
  • Studio operations software for yoga and boutique fitness, with owner repair tools and a working AI-assistant integration
  • Collaborative tasting software built around GPAT and live results
  • Private, circle-based pulses and syncs for small real-world plans
  • Alliance intelligence for Last War: Survival players comparing stats, growth, and matchups
Positioning

Product company building software around real workflows instead of generic admin templates.

Current scope

Five beta products with live links: The Registry, PranaLogic, I'm open 2, Group Pours, and LW:S - Power Up.

Operating preference

Clear records, calm interfaces, and dependable execution over feature noise and unnecessary complexity.

What we build toward

Software that understands the work underneath it.

Arbitrary Systems is less interested in generic SaaS than in products that honestly model the job: collection stewardship, studio operations, guided tastings, quiet planning with people you trust, or alliance intelligence for players working from shared stats. The work favors durable systems that stay clear as the detail level rises.

Software shaped by real workflows

The products start from concrete operating realities like collection records, storage locations, tasting flows, bookings, waivers, staff roles, circle privacy, availability windows, alliance comparisons, and player snapshots instead of generic SaaS patterns.

Calm surfaces with real depth

The interface direction favors clarity, legibility, and restraint, but without flattening the detail serious users need to do the work well.

Long-term product thinking

The goal is not feature sprawl. It is software that becomes more trustworthy as collections grow, tastings get more involved, schedules get busier, communities get more data-rich, and the surrounding operation becomes more demanding.

Agent-ready where it makes the work easier

The useful AI surface is not generic content. It is trusted agents working against clear records, stable contracts, drafts, approvals, and audit trails so users can offload operational upkeep without losing control.

Current product work

Five beta products, each with a real job to do.

Each product grows from an active codebase and a concrete domain model, not just a concept. The visual glimpses below are meant to show the kind of work each product is built to hold: collector records, live studio operations, tasting sessions, private planning, and alliance comparison data.

BetaCollector intelligence

The Registry

A private registry for wine, beer, spirits, and cigars that connects inventory, imports, tasting history, Distinctions, Group Pours, and a trusted agent-access roadmap into one collector profile.

Collection snapshotInventory, tastings, and collector intelligence in one place.
  • Track what you own, where it lives, what it cost, and what needs attention next.
  • Import CellarTracker and CSV files, including consumed-history exports that make Distinctions smarter.
  • Collector includes Group Pours, so hosted tastings, rankings, and polished notes can become part of the same long-term profile.
  • Trusted agent access is planned around drafts, approvals, storage, cleanup, and reports instead of generic prompts.

Private collectors, households, and tasting-minded enthusiasts managing wine, beer, spirits, and cigar collections.

BetaStudio operating system

PranaLogic

A studio management system built around scheduling, booking, waivers, waitlists, customer records, and payments — with owner repair tools when things go sideways and a working AI-assistant integration for customers who want one.

Studio daySchedules, people, repair paths, and an AI surface — moving together.
  • Recurring schedules at the studio's real cadence, with offsite workshops able to link out to their own registration system.
  • Owners can undo and repair operational mistakes without an engineer in the loop — and every repair is logged.
  • Customers who want their assistant to handle bookings can connect it via MCP; the studio's records stay the source of truth.

Yoga studios and boutique fitness businesses managing classes, staff, customers, and one or more locations.

BetaPrivate social planning

I'm open 2

A private, circle-based planning app for turning "we should hang out" into real plans, without public feeds, group-chat pressure, or an algorithm deciding what matters.

Circle pulsePrivate overlap without turning life into a feed.
  • Say what you are open 2 and choose the trusted circles that should see it.
  • People can Echo back when they are also open 2, while quiet passes stay private.
  • The pulser sees private availability counts, then decides when interest becomes a Sync.

People making low-pressure real-world plans with trusted circles of friends, family, dates, or community.

BetaCollaborative tasting

Group Pours

A collaborative wine tasting app built around GPAT, helping hosts run structured tastings while tasters join by code, record notes, and contribute to live shared results.

Tasting roomShared notes and GPAT results while the pours are live.
  • Hosts run the room while tasters join by code or QR and move straight into structured note capture.
  • Blind flights stay hidden until the right moment, with reveal and control still in the host's hands.
  • Aggregate notes keep getting more useful as the group fills in the tasting together.

Hosts and tasters running guided, blind, or social wine tastings together.

BetaAlliance intelligence

LW:S - Power Up

An independent companion for Last War: Survival that helps players compare Power, Tech, Production, Drone, and Overlord stats, run 1:1 scouting, and track growth without game-login access or automated scraping.

Alliance scoutPower, tech, production, Drone, and Overlord gaps in one view.
  • Players enter their numbers by hand, then compare against their alliance, server, or opted-in global pool.
  • Comparison views make strong and weak spots visible without giving the app any game-account access.
  • 1:1 scouting and growth history turn routine stat checks into a clearer upgrade plan.

Last War: Survival players and alliance leaders comparing manually entered Power, Tech, Production, Drone, and Overlord stats across alliance, server, and global scopes.

How we work

A steadier way to build product.

Model the work honestly

Good software should reflect the real structure of the job, whether that means bottle state and storage context, a live tasting workflow, waitlists and waivers, alliance stat comparisons, or the social shape of making plans with trusted people.

Keep private details private

High-trust products need clear boundaries around what belongs to the shared system and what should remain personal, local, circle-scoped, alliance-scoped, or operator-only.

Reduce routine friction

The products should remove friction from routine work and coordination so that collectors, studio teams, players, and everyday users spend less time fighting the software around the task.

Prefer reliability over theater

Trust is earned through predictable workflows, accurate records, and careful defaults, not through louder interfaces or performative complexity.

Make agents useful, not decorative

When AI agents enter the product surface, they should help with work the system is uniquely positioned to do: cleanup, preparation, reporting, review, and safe execution against the user's real data.

Get in touch

If you are close to any of these domains, we should talk.

Arbitrary Systems maintains this site as a company presence and contact point for collectors, studio operators, tasting hosts, community builders, game-community tool users, collaborators, and other early product conversations.