SPARK / WINDOWS OPERATING LAYER
AI that acts.
Final say stays yours.
A Windows assistant that understands intent, remembers context locally, and moves through your workflow with permission.
THE DIFFERENCE IS THE HANDOFF
Your computer can do
more than answer.
Traditional assistants stop at a suggestion. SPARK carries intent toward a result, while keeping the important boundary visible.
SAGE / ADAPTIVE INTELLIGENCE
It gets sharper
with context.
SAGE helps SPARK adapt how it behaves across interactions. It works with patterns and preferences without pretending to be human.
CLAW / CONTROLLED AUTOMATION
Power with
a pause.
CLAW turns a request into a readable plan. When an action matters, the system stops and asks.
Interactive product preview
Approval-gated workflow
Understand → Plan → Approve → Act → Result
01 / request received
Start with the intent.
SPARK has a clear destination and a specific search request. The request below is synthetic and is used only to preview the workflow.
Open YouTube and find my saved productivity playlist.
https://www.youtube.com
MEMORY / CLOSE TO THE DEVICE
Remember what
matters.
SPARK uses a local-first SQLite memory architecture for conversations, preferences, tasks, contacts, and context. External model providers may process requests depending on your configuration.
VOICE / HUMAN INTERFACE
Talk to the
operating layer.
Natural conversation, voice responses, and a live signal that shows SPARK is listening, thinking, or ready to act.
THE SPARK SURFACE
One core.
Many ways to move.
Bring the tools you already use into one permission-aware operating layer.
THE FIVE-MOVE LOOP
Intent into
momentum.
Every movement has a place. Every important action has a boundary.
Natural language becomes a clear request.
The route is visible before it runs.
Important actions stop for your decision.
Approved intent moves through your tools.
Local-first context makes the next turn sharper.
INTERACTIVE PRODUCT PREVIEW
See the decision
before the action.
This synthetic preview never controls your browser. It shows the product boundary, step by step.
Interactive product preview
Approval-gated workflow
Understand → Plan → Approve → Act → Result
01 / request received
Start with the intent.
SPARK has a clear destination and a specific search request. The request below is synthetic and is used only to preview the workflow.
Open YouTube and find my saved productivity playlist.
https://www.youtube.com