Perception
Understand language, images, interfaces, and real-world context.
Agatha
AI for judgment, creation, and useful action.
Agatha is building a family of AI models and products designed to carry work further—from a question or objective to a complete, usable result.
Our vision
AI that understands the world—and participates thoughtfully within it.
Agatha is developing general AI systems that enable natural interactive environments for communication, creation, and useful action. Our next-generation perception models are designed not only to reason, but to engage with thoughtful initiative—communicating clearly and factually while preserving context and memory as foundational capabilities. We study the evolving relationship between people and artificial intelligence so these systems can become more capable, comprehensible, and useful in daily life.
Continuity
Preserve relevant context and memory across meaningful work.
Initiative
Engage thoughtfully, with useful actions kept under user control.
From conversation to completion
Intelligence should move the work forward.
Most AI products stop at an answer. Agatha is designed to continue: to structure the problem, complete the assignment, create the artifact, preserve what matters, and make the next action clear.
Our work spans everyday assistance, deep reasoning, research synthesis, professional creation, image understanding, software development, and governed execution. The interface may change with the task. The standard does not.
Products
One intelligence system. Multiple ways to work.
Chat and Black Swan
Everyday conversation, complete plans, structured reasoning, substantial writing, source-backed answers, and editorial work.
Agatha Helper
Calendar, Assignments, reminders, practical actions, connected services, and guided workflows around completed answers.
Agatha Notice
A proactive inbox for completed work, upcoming commitments, required decisions, and permissioned suggestions.
Private Deck
A retained-work system for useful answers, artifacts, research, projects, images, and source-linked context.
Agatha Law
A free, jurisdiction-aware public-law explainer grounded in governed public sources.
Agatha Professional
A professional creation workspace for resumes, business cards, websites, visual collateral, custom logos, and practical exports.
Agatha DRS
Deep Research Synthesis for one serious objective, with evidence discovery, conflict analysis, citations, and a complete sourced document.
Agatha Coder
A conversation-first development system and full cloud IDE for building, revising, diagnosing, repairing, previewing, versioning, and exporting runnable software.
AI Images
Create original visual assets through text-to-image, image-to-image, and multi-image composition.
AI Videos
Agatha Studios — an AI motion screen workshop for taking creator ideas, products, objectives, and brands from concept or script to channel-ready video.
Agatha Social
A social network for publishing useful AI work, adopting prompts, forking projects, and building reputation through usefulness.
System design
Models generate. Systems govern.
Agatha combines language and visual models with retrieval, deterministic policy, structured data, sandboxed execution, source verification, memory continuity, and explicit user control.
Models may reason, create, and propose. Deterministic systems remain responsible for permissions, billing, writes, evidence status, confirmations, execution, and whether work actually succeeded.
Use the right intelligence.
Agatha does not waste frontier reasoning on trivial work or force lightweight systems onto serious assignments.
Prefer evidence over confidence.
Current facts, research, law, and consequential claims require governed sources and visible limits.
Keep authority deterministic.
A model’s statement is not proof that a test passed, a source supports a claim, a payment succeeded, or an external action occurred.
Research
Researching useful intelligence.
Our research agenda focuses on reasoning, judgment, evidence, memory continuity, interface intelligence, design-aware generation, and safe execution.
Explore ResearchSafety
Useful intelligence must remain governable.
Safety is part of the architecture: scoped context, deterministic authority, source verification, sandboxed execution, permissioned actions, privacy boundaries, and evidence-backed completion.
Explore SafetyAgatha models
Different levels of intelligence for different levels of work.
A greeting, a business decision, a research report, and a software architecture problem should not be treated as the same assignment. Agatha routes work across distinct public model families, each designed for a different level of complexity, context, and execution.
Agatha Swan 2.7
Fast, composed intelligence for everyday conversation, writing, explanation, and routine work.
Black Swan
Deep reasoning for complex plans, difficult decisions, structured analysis, substantial writing, and document-grade work.
Agatha Swan Red C.6
Frontier reasoning for long-context problems, advanced architecture, complex debugging, premium synthesis, and the most demanding assignments.
Agatha Vision
Visual understanding for screenshots, documents, images, interfaces, and real-world context.
Agatha Images
Image generation for polished visual assets, creative work, professional materials, and original concepts.
Agatha Platform
Coming soonThe models behind Agatha are coming to developers.
We are preparing a unified API platform for text, reasoning, vision, image generation, structured outputs, research, code, and tool-enabled applications.
One platform will provide access to multiple Agatha intelligence lanes without requiring developers to build their own model-routing layer.
Explore the PlatformAgatha for Business
AI for work that has to get finished.
Agatha is being built for organizations that need more than conversational assistance. The system supports planning, research, professional creation, internal tools, customer workflows, software development, and governed knowledge work.
Agatha for BusinessBegin
Start with Agatha.
Ask a question, plan substantial work, create something useful, or take an idea further.
Try Agatha