Veteran-founded · systems studio · mission-aligned

Systems for intelligent work, governed execution, and worlds worth exploring.

TMFPRETTY builds governed AI systems, software platforms, operational infrastructure, and interactive worlds for people doing consequential work.

Building in public, shipping with intent.

GovernancePolicy · audit · control
AI systemsReasoning · tools · evaluation
Data & contextProvenance · knowledge · signal
InfrastructureRuntime · resilience · trust
TMFPRETTYGOVERNED
EXECUTION
01Governed AI systems 02Product platforms 03Execution infrastructure 04Interactive worlds

Proof, not positioning

Work in production.

A portfolio of systems, products, and experiments built to become useful in the real world.

01Active platform

Product platform

CARUSO

Project management and QA in one accountable workspace, with requirements-to-release traceability built in.

Explore CARUSO
02Runtime governance

Agent safety system

Constrails

An external runtime governance and containment layer for AI agents, built around capability validation and auditable outcomes.

Explore Constrails
03In development

Interactive worlds

Untitled 2D Isometric RPG

A story-driven fantasy RPG where choices, companions, factions, and exploration shape a world that remembers.

04Editorial system

Media / publishing

Signal & Circuit

Gaming journalism and analysis focused on data-driven reporting, player engagement signals, and industry movement.

Explore Signal & Circuit

The operating model

Useful systems, externally governed.

The common thread is disciplined execution: systems that make accountability, traceability, and better decisions easier.

01

Applied AI & agentic systems

Practical AI and multi-agent workflows designed for usefulness, oversight, and reliability.

02

Software & product delivery

Maintainable platforms and delivery systems built around mission fit, scale, and operational clarity.

03

QA, traceability & governance

Quality strategy and documented execution that make complex work manageable and auditable.

04

Workflow & operational infrastructure

Tools and operating models that reduce friction and strengthen day-to-day execution.

TMFPRETTY posture

Built to be useful. Designed to be trusted.

Veteran-founded. SAM registered. VOSB / SDVOSB certified. Focused on systems that can stand up to real-world demands.

Next

Have a consequential system to build?

Bring the hard problem. We’ll bring the systems thinking, product discipline, and execution posture.