Compile knowledge
Turn documents, tables, images, web pages, code, databases, and prior materials into AI-usable knowledge assets.
AI-native Workbench · Agent Harness
The AI Workbench for Knowledge-intensive Work
Eureka helps professionals and SMB teams compile knowledge, run agentic workflows, and turn AI outputs into reliable artifacts.
No sensitive files required. Start by choosing the work type you care about.
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 |
Why Eureka
AI should do more than answer questions. It should enter real work.
For professionals and SMB teams, AI value is not only a generated paragraph. The real question is whether knowledge becomes usable context, workflows run reliably, and outputs become formal artifacts that can be reviewed, edited, and delivered.
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.
Product Path
One workbench. Four product layers.
Eureka grows from an open entry point into subscription, commercial, and Skills ecosystem layers instead of starting from heavy system projects.
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 harness behind reliable AI work
Eureka's foundation works like a connector, safety belt, and test rig. It connects knowledge, context, tools, models, permissions, logs, and evaluations so agents can operate within controlled boundaries.
Use Cases
Start from concrete work, not a large system blueprint
Eureka is designed for knowledge-intensive work where materials are clear, outcomes are judgeable, and reusable Skills can emerge over time.
Researchers, consultants, analysts, and managers
Research & Reports
Organize materials, extract themes, create briefings, and draft reports with review lists.Teams handling contracts, materials, notes, and multi-version files
Document Intelligence
Summarize, compare, align terminology, check consistency, and trace sources so teams can judge faster.SMBs, brand teams, and content operators
Marketing & Content
Turn product information, brand voice, and channel rules into repeatable content workflows.Product managers, developers, and AI-native teams
AI Coding & Product Ops
Connect requirements, code, tests, docs, and operations into reusable workflows.Consulting, training, legal, finance, audit, and research teams
Professional Services
Turn methods, templates, and client materials into Skills that are easier to deliver and reuse.Lean teams, startups, stores, and cross-border operators
SMB Operations
Bring customer communication, material organization, content production, process notes, and team knowledge into one AI work environment.Open Core
Open by default. Commercial when it matters.
Eureka makes the AI Workbench and Agent Harness approach easier to understand, try, and extend. When a team needs permissions, security, audit, collaboration, and support, it can move into the commercial product layer.
Skills Marketplace
Turn expertise into reusable AI Skills
A strong Skill is not only a prompt. It packages goals, input requirements, steps, tool calls, output format, evaluation standards, and human confirmation points into a reusable work unit.
Build with Knowledge. Run with Agents.
Start with a low-sensitivity conversation
If you are looking for a lighter, more open AI work environment for real knowledge work, start by telling us the work type you care about. No sensitive files are required.