Data collection
Collect signals from sources and APIs where usage and terms allow it.
24Markets is a labs product for market data, macro, companies, and crypto. Aprex operates the product. The product demonstrates automated data collection, structuring, and publishing, but the content should not be interpreted as financial advice. Aprex AS is a Norwegian software company in Tønsberg that builds AI solutions, automation, integrations and custom software for businesses. Aprex is not a media or news company.
Last updated: September 16, 2026
24Markets shows how Aprex can build data-driven information surfaces with automated collection, normalization, categorization, and publishing. These patterns are relevant for market monitoring, dashboards, research support, and internal decision surfaces.
Automated market content can be useful as a signal surface, but should not be used alone for investment decisions. Users must check primary sources, timing, method, data quality, and their own assessment before acting.
The technical value is in the pipeline: collect data, clean formats, connect context, show changes, and make information easier to use. The same architecture can be used for operational dashboards, industry monitoring, or internal reporting.
24Markets should be used as an example of a data pipeline and publishing system, not as a guarantee of market insight.
Collect signals from sources and APIs where usage and terms allow it.
Make different formats comparable with stable fields, categories, dates, and source references.
Show data in feeds, overviews, dashboards, or alerts for relevant users.
Market surfaces need clear disclaimers, source use, and separation from advice.
The same pattern can connect to internal systems, reports, or customer portals.
Read more →Automated content should be explained through Aprex's AI policy and visible methods.
Read more →For market information, clear limitations are a strength, not a weakness. 24Markets should always have visible disclaimers, method explanations, and links to relevant primary sources where possible.
Send which data you track, where it lives, who will use the insight, and which decisions the dashboard should support.
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