The Rigor of Intelligence Tradecraft at the Speed of AI
Technology, training, and workflow design for faster, defensible AI-augmented intelligence.
ArtSci AI helps organizations produce faster, more scalable
AI-augmented intelligence without sacrificing analytic rigor, source transparency, or human judgment.
We combine tradecraft-harnessed technology, specialized training, and Knowledge Workflow Design to help analysts and mission teams amplify their value across the full analytic lifecycle—from planning and collection through synthesis, inference, validation, and finished production.
Tradecraftworks
Produce tradecraft-grounded intelligence at speed and scale.
AI Native Training
Equip analysts with the skills to orchestrate AI for analytic tasks.
Knowledge Workflow Design
Translate expert tradecraft into actionable AI workflows.
Tradecraftworks
AI-powered intelligence production, harnessed by tradecraft
Tradecraftworks is an intelligence production platform designed to transform near-real-time Publicly Available Information and other API-accessible data into timely, defensible analytic products.
Unlike generic AI research and writing tools, Tradecraftworks embeds expert tradecraft, analytic workflows, source controls, and human validation into the production process. The platform supports AI-assisted collection, processing, assessment, synthesis, drafting, and review while preserving source lineage and giving analysts control over key judgments.
Tradecraftworks helps teams produce:
- Executive briefings and recurring intelligence reports
- Entity profiles and deep-dive assessments
- Strategy memoranda and spot reports
The result is faster production, greater consistency, and decision-grade intelligence that remains traceable to its underlying evidence.
AI-augmented Intelligence Analysis Training
Prepare analysts and leaders for intelligence work with AI in the loop
ArtSci AI provides tailored training for analysts, managers, and mission teams navigating the emerging art and science of AI-augmented intelligence analysis.
Our training goes beyond generic prompting instruction. Participants learn how to decompose intelligence problems, structure analytic tasks, assign appropriate roles to humans and AI, and rigorously validate AI outputs.
Training can address the full AI-augmented analytic lifecycle:
- Algorithmic planning — Convert an intelligence requirement into a structured, AI-conducive analytic plan.
- Knowledge task profiling — Capture the questions, reasoning steps, source requirements, and decision logic underlying expert performance.
- Workflow execution — Build and apply modular AI capabilities within a governed analytic process.
- Review and validation — Test outputs for accuracy, relevance, completeness, sourcing, and fitness for the decision-maker.
Programs can be customized to an organization’s mission, workforce, data environment, and level of AI maturity.
Knowledge Workflow Design
Translate expert tradecraft into scalable AI workflows
Many AI initiatives struggle because they begin with technology rather than a clear understanding of the expert work the technology is expected to support.
Knowledge Workflow Design is ArtSci AI’s method for translating expert judgment, analytic tradecraft, and tacit knowledge into structured, reusable workflows that AI-enabled systems can execute and support.
Working directly with subject-matter experts, we identify and document the elements that make a recurring knowledge task special and defensible, including:
- Core questions and information requirements
- Source selection and lineage
- Analytic assumptions and decision rules
- Human review and escalation points
- Quality-control and validation checks
- Required outputs and formatting standards
These elements are captured in a reusable Knowledge Task Profile—a practical bridge between human expertise and AI-supported capabilities.
Knowledge Task Profiles can inform system requirements, agentic workflows, prompt and variable libraries, evaluation criteria, training programs, and operational governance. They help organizations develop AI capabilities that are faster to deploy, more accurate in operation, and easier to govern and scale.
Featured video
The shifting art and science of intelligence analysis
In this Johns Hopkins University Inside Intelligence presentation, ArtSci AI examines how AI is changing analytic work, the enduring role of intelligence tradecraft, and the capabilities and skills analysts need to operate effectively with AI in the loop.