Software & Ideas

The Catalog

From token optimization engines to research compendiums — every product, tool, and concept we've built or are building.

Token Optimization & AI Efficiency

Optimization Programs

Programs designed to reduce token consumption, lower inference costs, and maximize the performance of every AI interaction. Built for developers, teams, and enterprises running AI at scale.

Optimization
Active

TokenEase v2

Compress more. Spend less. Lose nothing.

TokenEase v2 is a token compression and optimization engine that reduces LLM token consumption without sacrificing output quality.

  • High-volume API cost reduction
  • Prompt pipeline optimization
  • Multi-model token budgeting
Token CompressionCost ReductionLLM EfficiencyPrompt Optimization
PWA · AI Companion
In Development

Inner Companion

A private, always-available AI companion for reflection, clarity, and daily cognitive support.

Inner Companion is a Progressive Web App (PWA) designed as a personal AI companion — built for introspection, habit reinforcement, and mental clarity. Lightweight, offline-capable, and sovereign by design.

  • Daily reflection and journaling prompts
  • Habit tracking with AI-guided nudges
  • Private cognitive support without cloud dependency
PWAAI CompanionMental ClarityOffline-FirstPersonal AI
Cognitive Network System · Demo
In Development

CNS-DEMO

A demonstration of the Cognitive Network System — distributed AI reasoning at the node level.

CNS-DEMO showcases the Cognitive Network System architecture: a distributed framework for AI reasoning where each node maintains context, routes inference, and self-corrects. Designed for high-reliability, low-latency AI deployments.

  • Distributed AI reasoning demonstration
  • Node-level context management
  • Self-correcting inference loop showcase
CNSDistributed AICognitive ArchitectureInference RoutingDemo

SubtracToken Platform

SubtracToken

A connected family of DeFi analytics, AI inference routing, and financial infrastructure products.

Monitoring Dashboard
Active

Inference Console

Live AI inference monitoring — latency, cost, and throughput in real time.

A full-featured monitoring console for AI inference workloads.

  • Real-time inference performance tracking
  • Multi-model cost comparison
  • Provider health and failover monitoring
MonitoringReal-TimeInferenceDashboardAI Ops

Research & Methodologies

Studies, Platforms & Frameworks

Independent research, platform compendiums, methodology frameworks, and interactive scientific simulations.

Platform Research
Research Compendium

Granite State Gem

A deep-dive into construction platform architecture.

A comprehensive research compendium examining the architecture, workflows, and technology stack of a construction platform.

Construction TechPlatform AnalysisSystems ResearchArchitecture

Have a project in mind?

Whether you want to license a tool, collaborate on research, or build something new — let's talk.