JUSTIFIED SYSTEMS

"Slogans aren't Justified. Proof is."

GROUNDED BRAND OVERVIEW

Justified Systems provides high-level system diagnostics, structural mapping, and workflow visibility. Taking a systems-architecture approach, we help engineering teams understand software structure, identify friction points, and clarify state logic without pulling developers away from feature development.

Operating 100% locally on bare-metal hardware with zero data egress, we provide an honest, unvarnished look at system geometry. We act as a supportive force multiplier—offloading diagnostic and documentation friction to help engineering teams maintain momentum.

THE MACRO-SYSTEMIC FOUNDATION

Operational Rule: No corporate fluff. No hidden flaws. Just relentless calibration until the logic holds.

When you zoom out, the entire universe is an interconnected web of systems—from physical spatial geometry to software state logic and human workflows. The primary root of systemic failure, operational friction, and waste is data entropy, uncalibrated state logic, and unverified process execution.

Justified Systems exists to expose the mess and build better systems. We build the meta-systems that audit, sanitize, and optimize other systems, enforcing rigid structural constraints:

  • True Determinism: Predictable, repeatable outputs with zero drift or hallucinated parameters.
  • Radical Isolation: Absolute protection for sensitive intellectual property and proprietary data substrates via 100% air-gapped node execution.
  • Zero Systemic Waste: Eliminating operational drag, redundant steps, and unverified process steps at the source.

FLEET METROLOGY & SEAT SUBSCRIPTIONS

Single-binary (Win32 PE) zero-dependency execution engines. Operates over Win32 Named Pipes (\\.\pipe\JustifiedEnginePipe) with zero open TCP network sockets.

Engine Tier Base Model Architecture VRAM / Memory Ceiling Throughput Schema Compliance Monthly Seat Rate
Justified J1B 1.5B Base Parameters <0.5 GB VRAM Peak 18.41 tok/sec 100.00% PASSED $29 / mo
Justified J3B 3.0B Base Parameters ~1.2 GB VRAM Peak 11.26 tok/sec 100.00% PASSED $49 / mo
Justified J8B 7.0B Base Parameters ~2.5 GB VRAM Peak 4.48 tok/sec 100.00% PASSED $99 / mo
Justified J14B 14.0B Base Parameters ≤4.0 GB VRAM (Sublimated) 1.68 tok/sec 100.00% PASSED $199 / mo

HARDWARE PRE-FLIGHT COMPATIBILITY AUDIT

Run our standalone 5 KB verification utility to inspect physical host GPU hardware, dedicated VRAM ceilings, and CUDA 12.0+ driver compatibility prior to deployment.

DOWNLOAD PRE-FLIGHT VERIFIER (check_metrology.ps1)