Software for people who build, teach, lead, and operate—where decisions have weight and time is scarce. These tools are built by practitioners who understood the problem before they wrote code—and for change agents who can already see where unchecked administrative burden is taking their field. Automation that reduces administrative gravity so you can stay with the work only humans can do.
Contour lines, not corporate noise.
A curriculum and doctrine development environment built to prevent drift. LOGOS treats training material as an engineered system rather than a collection of documents—using structure, validation gates, and publish-ready outputs that hold up over time. Built for people responsible for standards, training, and institutional memory—where consistency matters more than novelty.
A precision ballistic solver built for field use. KNOMAD transforms PyBallistics trajectory data into a rotary analog computer—visualizing holdover as a physical spiral that can be manufactured, verified, and used under stress. Built for practitioners who need deterministic outputs and workflows that survive real-world conditions.
Focused tools built with the same discipline: clear inputs, clear outputs, and judgment anchored to expertise. In development means the premise is proven and the frame is built. Shipping happens only after reliability is earned.
Tools don't change systems. People do. Black Team Tools exists because nobody else was going to build the tools practitioners actually need. These systems are designed for change agents—people who do the work, read the landscape of their field, and understand that administrative task saturation is standing between them and meaningful progress.
Build the frame before the finish work. If the structure is sound, improvement compounds instead of collapsing.
Designed by practitioners—then rebuilt until the tools fit reality under pressure. Workflows are discovered in the field, not imagined in abstraction.
Change agents don't need clever software. They need tools that survive real constraints: offline use, review, audit, and time pressure.
Every Black Team tool embeds expert judgment directly into the workflow. Each system is governed by subject-matter constitutions—structured bodies of domain knowledge built by practitioners—that define what "good" looks like, what is disallowed, and how improvement is judged. Automation handles repetition. Judgment remains anchored to expertise.
A precision ballistic solver built for field use—fast inputs, deterministic outputs, and workflows that hold up under stress.
Adaptive Deployment Autonomous Mover—a robotics platform for moving training loads through real structures and terrain to support realistic scenario work.
A workflow automation suite for first-line supervision—turning recurring administrative cycles into clean, repeatable systems with auditable outputs.
Air-gapped field reporting tools designed for accountability: structured intake, validation gates, and exports that survive real-world conditions.
A compact, offline narrative engine—MVQS-guided intake with spatial geometry support to produce consistent report templates from verified facts.
A cross-domain improvement framework used to identify misalignment, measure progress, and compound small gains over time—whether in tactical performance, instruction, supervision, or competitive sport.
Small tools that remove friction from human work—validators, generators, checklists, and automation bridges that return time and attention.
Planning, tracking, and review systems that turn practice into repeatable execution—without noise or false precision.
Black Team Tools is the software studio inside Black Team LLC.
We build disciplined, field-ready systems for practitioners and change agents—people who already understand the downstream cost of administrative saturation and refuse to accept it as inevitable. These tools are not designed by teams guessing at workflows. They are built by people who did the work first, then wrote the code required to fix what was getting in the way.