JUSTIFIED SYSTEMS
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)