Compile knowledge
Turn documents, tables, images, web pages, code, databases, and prior materials into AI-usable knowledge assets.
Eureka AI Workbench
An AI-native work environment for knowledge-intensive work: organize knowledge, manage context, run agents, and deliver formal artifacts.
Workbench, not chat window
Not a chat window. A work environment.
Chat windows are useful for asking questions, but they are weak at managing tasks, context, tools, materials, versions, and artifacts over time. Eureka organizes these elements into one workbench.
Run workflows
Help agents execute multi-step work around goals, context, tools, and rules instead of one-off responses.
Deliver artifacts
Transform AI outputs into reports, tables, pages, decks, code, plans, charts, and work records.
Eureka AI Workbench
KnowledgeAgent FlowSkillsArtifacts
Knowledge Compiler 42 materials organized · topic index ready
09:21 Context Engine Loaded goals, preferences, limits, and history
09:24 Agent Runtime Running retrieval, comparison, generation, revision
09:28 Governance Kernel 3 actions require human confirmation
09:31 Artifact Studio Briefing, table, and task list generated
09:33 Artifact Preview
Knowledge work briefing
| Module | Status | Artifact |
|---|---|---|
| Compiler | Done | Index |
| Runtime | Active | Briefing |
Artifact Studio
The output goal is not a response. It is a formal artifact.
Eureka organizes AI outputs into artifacts that can be edited, reviewed, and delivered while keeping task goals, context, sources, versions, and human confirmations visible.
ReportsTablesPagesDecksCodePlansChartsWork recordsChecklists
Product Layers
Four product layers
From open exploration to commercial governance, from individual professionals to partner ecosystems, Eureka supports different adoption stages.
Open Core
Open entry point
An open entry point for developers, professionals, and early teams to understand, try, and extend the core workbench idea.
Pro / Team
Pro / Team subscription
Knowledge organization, agentic workflows, artifact generation, and lightweight collaboration for professionals and SMB teams.
Commercial Edition
Configurable commercial product
For teams that need permissions, security, audit, governance, and lightweight deployment around real operational use.
Skills Marketplace
Reusable skill distribution
A way for experts, developers, and partners to package domain methods, expertise, and workflows as reusable AI Skills.
Agent Harness
The execution and governance foundation for reliable AI work
Harness means connector, safety belt, and test rig. It connects knowledge, tools, models, and systems; constrains permissions, boundaries, and human confirmations; and improves workflows through evaluation and feedback.
Knowledge Compiler
Knowledge Compiler: Compiles documents, images, tables, web pages, code, and databases into AI-usable knowledge assets.
Context Engine
Context Engine: Manages task goals, history, user preferences, business rules, and context windows.
Agent Runtime
Agent Runtime: Lets agents plan tasks, call tools, execute steps, and produce results.
Tool & Agent Mesh
Tool & Agent Mesh: Connects tools, APIs, models, and multiple agents into a collaborative network.
Skills OS
Skills OS: Packages expert knowledge, domain methods, and workflows into reusable Skills.
Governance Kernel
Governance Kernel: Handles permissions, audit, safety, human confirmation, boundaries, and logs.
EvalOps Loop
EvalOps Loop: Improves workflows through evaluation, feedback, examples, and version iteration.
Artifact Studio
Artifact Studio: Turns AI outputs into formal artifacts such as reports, tables, pages, decks, code, plans, and charts.
Open Core · Commercial Edition · Skills Marketplace
Choose the right entry path
Follow Open Core, try Pro / Team, discuss commercial configuration, or build reusable professional capabilities through Skills Marketplace.