decision intelligence

Signals · Intelligence · Action Every system speaks in signals.American AI builds models and intelligent systems that reveal state, meaning, and what comes next.Explore the architecture See our systems LIVE SIGNAL FIELDMULTIMODAL / 0701PHYSICALRF · ACOUSTIC · EO/IR02SYSTEMMARKETS · NETWORKS · SUPPLY03COGNITIVELANGUAGE · INTENT · BEHAVIORRESEARCH + SYSTEMS + PROFESSIONAL DISCIPLINES ASHBURN, VIRGINIA / USA 01 A GENERAL THEORY OF INTELLIGENCEIntelligence beginswith signals.A signal is an observable phenomenon that provides evidence about the state, transition, behavior, capability, or intent of a system.Across every domain, intelligence follows the same path: detect what matters, infer the hidden state, anticipate change, and act.01 / PHYSICALThe world as energy.Electromagnetic, acoustic, optical, vibration, telemetry, and sensor data.02 / SYSTEMThe world as activity.Transactions.

Autonomous systemscertificationHuman-Machine Teamingresearchsignal processingworld modeling

Avathon provides a knowledge and AI platform for autonomous industrial operations, built on a computational knowledge graph of assets, processes, people, and locations, with agentic AI for decision intelligence and governance. It serves aerospace, energy, government and defense, manufacturing and automotive, mining, and supply chain and logistics industries. Avathon also operates HyperWerx, an autonomy facility for designing, building, testing, and deploying next-generation systems.

additive manufacturingAI and agentic applicationsautonomy systems design and testingcomputational knowledge graphdronessensors

Blackweb AI builds validation, inference, and control systems for AI operating in consequential environments, publishing evidence including where it runs out. Its work spans KVRM, a research-stage registry-constrained decision architecture for bounded operational workflows, oNeura computational biology research, and LinguaGenesis verified language generation. The company also offers fixed-scope software diagnosis and repair for API integrations, Python or TypeScript automation, regression tests, and build failures.

API integrationscomputational biology simulationPython automationregression testingsoftware diagnosis and repairTypeScript automationvalidation and control systems for AIverified language generation

data² is a decision intelligence company that helps enterprises and government agencies turn fragmented data into decisions they can trust, explain, and defend. Its patented reasoning technology and Decision Intelligence Platform, reView, connect systems, data, documents, and sensors into one governed layer, returning each finding as a Decision Record with sources and evidence path. It serves regulated, classified, and high-consequence environments across the U.S., Canada, Mexico, and Australia.

connecting enterprise and government data systemsevidence-backed decision recordson-premise, air-gapped, cloud, hybrid and edge deploymentplatform API integration

Data Kinetic Corporation builds two products: Carbon, a private AI decision-intelligence system that connects fragmented data, expert logic, and adaptive models into an AI system the organization controls, and DK-OS, a delivery-intelligence system that turns briefs into governed, observable software delivery across repositories, agents, models, and teams. The company turns institutional knowledge into decisions and makes the systems that deliver them observable, governed, and ready to learn.

AI governanceapplied AIdelivery intelligencesoftware delivery governance

DeZigning Digital is a Silicon Valley-based AI digital consultancy founded by Leslie Murdock. It helps businesses and public agencies identify where AI can create value, prepare leaders, and implement intelligent systems, combining AI strategy, business advisory, and strategic communications.

AI agent design and implementationAI MarketingAI strategyexecutive AI enablementplatform optimizationtechnical implementationweb development

Green River Development combines engineering expertise, industry experience, and data-driven technology to solve complex infrastructure and asset challenges across development, energy, data centers, and digital solutions. Founded in 2022, it helps clients evaluate opportunities, develop practical solutions, and improve long-term asset performance.

analyticsautomationconstruction supportData engineeringengineering analysispetroleum engineeringproject developmentsaltwater disposal infrastructure developmentsite developmentwater haulingwater logistics

iN2STEM Solutions, Inc. is a Service-Disabled Veteran and Minority-owned small business based in Reston, Virginia, founded in 2011. It is a systems engineering and digital transformation partner serving higher education, healthcare, government, and enterprise organizations, using its iN2 End Solution framework and the Innovative Idea Incubation Laboratory (I3L) to turn operational complexity into clarity and measurable outcomes.

AI & Emerging TechnologyCloud migrationdata architecturedata governanceDigital EngineeringDigital ThreadDigital TwinEnterprise architectureePMOInnovation & PrototypingKnowledgebasesmodel-based systems engineeringprocess optimizationprogram managementproject managementRisk & Change ManagementSolution DevelopmentSystems IntegrationWeb & Mobile Development

Jeffrey Michael Capital is a strategic advisory firm that works with business leaders to improve performance, strengthen execution, and make better decisions. Its work spans strategy, operations, digital growth, AI integration, and transformation, including the strategic use of AI and decision-support to strengthen workflow and reporting. The firm also offers Praxis, a custom decision intelligence system built around each business, and Community ImpactWorks, which helps funders and mission-driven organizations correct operating issues.

AI integrationfractional leadershipoperations improvementstrategic advisorytransformation