01 / WATCH
Monitor continuously
Track websites, APIs, databases, GitHub, business systems and devices. Detect what changed, not just what exists.
AI systems that stay aware
Watch. Understand. Act.
Sibit turns changing data into signals, decisions and actions. Monitor what matters, understand what changed, and let AI trigger the next step.
The idea
From raw change to useful action.
Sibit is an AI decision layer across data, software and devices — continuously observing signals instead of waiting for a question.
02 / UNDERSTAND
Explain the change
Combine new signals with historical context. Rank importance, identify relationships and produce a decision-ready explanation.
03 / ACT
Trigger the next step
Route high-value signals to an agent, workflow, API or human approval step — with an auditable trail.
Example signal
See the system think in changes.
Detected changes
Hiring activity accelerated +76%AI infrastructure roles rose above the 30-day baseline.
Repository activity +124%Core project commits and issue velocity increased together.
Sibit analysis
Multiple independent signals indicate a meaningful increase in AI infrastructure activity.
Suggested actionCreate a research task, capture the sources, and notify the watch owner.
Platform
One layer between data and action.
Sources
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Sibit Intelligence
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Actions
Use cases
Built for systems that keep changing.
Research intelligence
Watch companies, technologies and markets; keep a living research state.
Enterprise operations
Connect existing SaaS data to AI without replacing the current permission model.
IoT & devices
Detect abnormal behavior, bring in context and route approved actions back to devices.
Developer workflows
Expose trusted data and tools through MCP and APIs with clear boundaries and auditability.