Enterprise generates nearly half of FY2025 revenue and the largest growth contribution
Revenue by segment
FY2025 · USD millions
Visualization layer for AI
Give ideas
a visible shape.
VSLZ is a free, client-rendered MCP visualization layer that helps AI turn structured thinking into polished, interactive exhibits.
FLAGSHIP EXHIBITReal production renderer
Enterprise generates nearly half of FY2025 revenue and the largest growth contribution
Revenue by segment
FY2025 · USD millions
VSLZ EXECUTIVECalm. Precise. Evidence-led.
Northstar illustrative case
Read the story before you read the chart.
Each exhibit answers one decision question, uses the same evidence layer, and keeps the source and measurement context visible.
Where growth landsHow quality differsWhat changedWhat to fix next
Preparing the evidence view…
Preparing the evidence view…
Preparing the evidence view…
Preparing the evidence view…
Preparing the evidence view…
Preparing the evidence view…
Pattern gallery
Start with the job, not the library.
Describe what the reader needs to understand. VSLZ maps that communication job to the simplest visual structure that can do it.
CompareWhich option is stronger?
Track changeWhat is moving over time?
Explain driversWhat caused the shift?
Find the gapWhere is performance furthest from target?
Show a processHow does the system work?
Explore relationshipsWhat depends on what?
See compositionWhat makes up the whole?
Understand spreadHow wide is the range?
Spot frictionWhere is the operation getting stuck?
Prioritize actionWhat should happen next?
Same evidence, better communication
Make the takeaway do the work.
A generic renderer can plot the numbers. VSLZ makes the comparison, ordering, emphasis, and context legible at a glance.
BASIC RENDERER
Revenue by segment
EnterpriseMid-marketSMBPartners
VSLZ EXECUTIVE
Enterprise generates nearly half of FY2025 revenue and the largest growth contribution
Revenue by segment
FY2025 · USD millions
A thin protocol layer
AI decides what matters. VSLZ decides how it lands.
The server validates a safe visualization spec and returns an MCP App resource. Rendering, layout, interaction, and theme adaptation stay on the user’s device.
ChatGPT
intent + data
intent + data
VSLZ MCP
validate + deliver
validate + deliver
Client widget
render + interact
render + interact
Visual principles
Clarity is a system, not a finishing touch.
01One message
Insight → evidence → context. The reader knows where to start.
02Honest scale
Units, baselines, precision, and proportions support trust.
03Restrained emphasis
One accent carries the argument. Context recedes.
04Local rendering
The host performs layout and interaction; the server stays thin.
Chart
Quantitative stories
Bar, line, composition, contribution, comparison, and relationship views with an insight-first frame.
Diagram
Explicit structure
Processes, architecture, sequences, state, entities, and timelines with restrained Mermaid styling.
Network
Exploratory relationships
Interactive nodes and edges when the shape of the system matters more than a single flow.
Start with the message
What should people see first?
Connect VSLZ and let your next conversation answer with more than a paragraph.
Read the getting started guide →