01 / capability
Multi-source data monitoring
Exposed as a scoped capability with its own evidence trail, not a hidden setting.
Knowledge & context · Concept
Make the knowledge answerable.
A continuous intelligence platform that watches datasets and information sources for material changes, emerging signals and commercially useful evidence.
01
What it is
CyclopsData is built for Research teams, investment analysts, enterprise intelligence groups, data product buyers.
The problem
CyclopsData replaces manual monitoring, repetitive scraping and disconnected alerting tools.
The approach
A continuous intelligence platform that watches datasets and information sources for material changes, emerging signals and commercially useful evidence.
The boundary
Work stays inside an explicit scope: named sources, defined permissions, bounded execution, retained evidence.
02
Capabilities
Five contracts the product is specified around. Each one is a boundary as much as a feature.
02 / capability
Change detection and event extraction
Exposed as a scoped capability with its own evidence trail, not a hidden setting.
03 / capability
Evidence-backed entity enrichment
Available through the product surface and the machine interfaces, with permission attached.
04 / capability
Signal scoring and forecasting
Available through the product surface and the machine interfaces, with permission attached.
05 / capability
Licensed dataset and intelligence delivery
Available through the product surface and the machine interfaces, with permission attached.
03
How it works
The same three steps apply whether a person or an agent is driving.
01
Define the scope
Start from the boundary CyclopsData is allowed to act inside: the workspace, the sources, the budget, the authority.
02
Connect the surfaces
Expose the same capability through the interface a human uses and the interface an agent calls, with one permission model.
03
Act with evidence
Every action leaves a record that can be inspected, replayed and challenged before the next one runs.
Read the specification before you believe the category.
CyclopsData is documented as a concept: requirements, interfaces and evidence expectations. It is not presented as a live service.