Reasoning and judgment
Agatha can compare options, expose tradeoffs, structure ambiguity, build complete plans, and reason through complex dependencies.
Vision and document understanding
Agatha can interpret screenshots, photographs, documents, charts, forms, interfaces, and real-world visual context.
Writing, imagery, and professional artifacts
Agatha creates substantial writing, editorial reports, images, resumes, business collateral, visual concepts, and exportable work.
Grounded synthesis
Agatha can retrieve, compare, qualify, and synthesize evidence while preserving sources, limitations, conflicts, and provenance.
Software and interactive artifacts
Agatha can generate runnable interfaces, diagnose code, repair artifacts, preserve versions, and continue into a full cloud coding environment.
Practical execution
Agatha turns completed answers into records, events, assignments, reminders, lists, drafts, and connected next actions.
Scoped continuity
Agatha preserves explicit, inspectable context and retained work without treating every conversation as permanent memory.
Controlled intelligence
Deterministic systems control permissions, confirmation, billing, writes, evidence status, execution, and verification.