The Visual AI Context Workspace
Agent Market '25
Dev Tools
Collab Software
Knowledge Mgmt
Agent context management - the way it should be.
Visual, collaborative, and remarkably simple.
Drop documents, don't write code.
See what instructions actually do.
Comments, versions, and approvals.
Works with MCP, Skills, any framework.
Built-in visual version control.
Business logic > Technical YAML.
Technical complexity vs. Visual simplicity.
skills/ ├── brand_voice/ │ ├── SKILL.md │ ├── config.yaml │ └── tests/ --- name: brand-voice-skill description: "Applies..." --- # Instruct: 1. Load tone-guide.md 2. Check segment...
Requires: IDE knowledge, YAML syntax, Git fluency, Testing frameworks.
Requires: Drag and drop documents. That's it.
Use MCP, Build Skills,
Git Fluent.
Have tools,
need context.
PMs, Marketers,
Ops, Designers.
Have context,
need tools.
Visual Context Workspace
"The collaboration layer that both teams can see, edit, and trust."
Code requires rework
Weekly fixing "slop"
Biz users locked out
Avg enterprise waste/yr
Drop existing docs:
📄 Brand Guide
📊 Standards
🎨 Templates
Team reviews on canvas:
💬 Comments
✏️ Edits
✅ Approvals
illumi builds for:
📦 MCP Server
📦 Skills
📦 Assistants
Deployed seamlessly for agents & models:
Per update cycle
Eng time wasted
Frustration
"I almost cried dealing with Git" — illumi Founder
Per update cycle
Eng time wasted
Visibility & alignment
Beta launch & core builder
47 teams actively testing
First enterprise pilot ($50K ARR)
"Finally, I can see what our agents are doing without learning Git."
"Cut our agent update cycle from 3 days to 15 minutes."
Year 3 Target: $12M ARR (5,000 teams + 50 enterprise)
Visual canvas refinement, multi-agent orchestration.
DevRel, content marketing, MCP partnerships.
2 Engineers, 1 Designer, 1 DevRel.
Infrastructure, Enterprise compliance.
Milestone to Series A: Reach $1.5M ARR & 500 active teams in 12 months.
The Visual AI Context Workspace