What's next
One foundation, a family of agents.
Every agent below reuses the same base: local models, grounded retrieval, tool-calling, and human-approval guardrails. None of it ships without the evaluation loop that proves it's actually working.
Federal Financial Management
DoD FM Knowledge Agent
A grounded Q&A agent over financial-management regulations, guidance, and internal SOPs — answers cite the source document instead of guessing.
Federal Financial Management
DoD FM Audit Agent
Walks a sample of transactions through a documented test procedure, flags exceptions, and drafts the supporting workpaper narrative for human review.
Federal Financial Management
DoD FM Budget Agent
Turns budget-to-actual variance analysis from a multi-hour spreadsheet exercise into a first-draft narrative a human tightens before it ships.
Education
K-12 Education Agent
A standards-aligned tutoring and lesson-support assistant grounded in curricula and assessment banks rather than open-ended web knowledge.
Content & Marketing
Social Media AI Assist
Drafts on-brand post copy and variants from a content brief, keeping a human in the loop before anything actually publishes.
Media Production
Video Generator Agent
Storyboards a script into scenes, then hands off to local or API-based generation tools — an orchestrator, not a model, at its core.
Federal Financial Management
Audit Book Creator Agent
Assembles a complete, indexed audit evidence package from scattered source documents — the tedious compilation step, automated.
This roadmap grows as the underlying server does — new agents get added here as they graduate from concept to prototype to production.
See the concepts these agents are built from →