Systems engineering
Think in relationships.
Understand the whole mission before optimizing a part. Requirements and interfaces describe how individual capabilities become a functioning system.
About AiDA Advisory LLC
A Predictive Intelligence Company.
Powering Strategic Advantage.
More than three decades of systems engineering, architecture, and defense-program experience inform a technology company built around evidence, relationships, and what happens next.
Explore the foundationHuntsville roots · Predictive ambition
AiDA’s direction grows from engineering complex, connected systems. Sensors, models, interfaces, and decisions work together within a mission, each contributing to the outcome.
Systems engineering
Understand the whole mission before optimizing a part. Requirements and interfaces describe how individual capabilities become a functioning system.
Air & missile defense
Observation is a starting point. Trajectory, uncertainty, timing, and continuous updates determine which future actions remain possible.
Mission engineering
Work backward from the effect that matters. A technically impressive capability has to contribute to a useful mission result.
Digital engineering
Keep requirements, architecture, models, and test evidence connected so the reasoning survives change.
Predictive intelligence
Investigate the evidence, model relationships, estimate possible outcomes, and use results to revise the understanding.
A technology-development focus
Based in Huntsville, Alabama, AiDA Advisory LLC develops technology to connect evidence, discover relationships, and make uncertainty easier to reason about.
PIP develops autonomous research, independent estimates, Temporal Knowledge Graph relationships, and learning from outcomes. Repeated forecasting experiments guide this active research-stage development.
Explore PIPSchemeSync brings predictive analytics into sports environments where forecasts can meet actual results. The product family puts the relationship between prediction and measurement in view.
Explore SchemeSyncThe founder’s systems-engineering, architecture, and defense-program experience shapes AiDA’s approach: connect the mission, preserve traceability, reason under uncertainty, and evaluate outcomes.
The company mission
AiDA’s technology-development focus connects three responsibilities: preserve the evidence, explain the reasoning, and learn from the result.
A decision deserves more than a persuasive summary. Retain the source, timing, assumptions, and uncertainty so another investigator can examine how the conclusion was formed.
Understand the mission, information boundaries, interfaces, and people around the technology. Useful intelligence must fit the system in which a decision is actually made.
Define the question, establish the measurement, and evaluate results prospectively. Repeated experiments guide the progression from a promising idea toward a repeatable capability.

Founder-led, engineering-grounded
Steven brings more than 30 years of engineering experience and 25 years supporting the Department of Defense on complex programs where requirements, architectures, test evidence, and sustainment must stay aligned.
His experience spans systems engineering, enterprise architecture, MBSE, digital engineering, integrated air and missile defense, Army modernization, and joint mission integration.
AiDA is his second defense company, following his experience founding and operating SL1, Inc. Today, that engineering background supports a technology-development focus: building intelligence platforms and applying disciplined analysis to real decisions.
That career foundation brings mission context, architectural rigor, and disciplined evaluation to AiDA’s technology development.
Connect with StevenDepth earned in complex programs
Founder experience includes integrated fires architecture, IBCS integration, IFPC, and multi-vendor engagement-chain engineering.
Experience includes next-generation architecture, space-based interceptor fire control, and digital engineering environments.
Enterprise architecture, Project Convergence, and cross-functional integration and governance.
Mission threads, system-of-systems baselines, and interfaces that connect technical work to leadership decisions.
Company facts
Founder-led small business · Huntsville, Alabama
The capability statement reflects the established engineering practice. Product research status is described separately on this website.
