Every signal starts with an original record.

Approved for future integration; not collected yet.

No connector is present in the current ingestion configuration.

Official regularly updated PDF/XLSX lists, including fintech authorisations and company UIDs. FINMA warns that recent grants or withdrawals may lag the lists; treat changes as leads requiring confirmation.

Connector implementation exists in the codebase. Runtime configuration is shown separately.

Connector is enabled and collectable in the current runtime configuration.

The CKAN API exposes catalog metadata, not uniform rights to every underlying dataset. Read and retain each dataset's publisher, licence, and resource terms.

Approved for future integration; not collected yet.

No connector is present in the current ingestion configuration.

Official notices cover mergers, acquisitions, capital changes, dividends, and other reporting events. No public data API is documented; poll lightly and link to the notice or issuer's required ad-hoc directory.

Connector implementation exists in the codebase. Runtime configuration is shown separately.

Connector is enabled and collectable in the current runtime configuration.

Official NLM REST API. Data refreshes on weekdays; check the API dataTimestamp and retain the NCT identifier and study link.

Reviewed by an editor rather than fetched automatically.

Handled editorially rather than by an automatic connector.

Official Swiss study-search interface. No public API or bulk export is documented on the search page; use for periodic gap checks against ClinicalTrials.gov, not automated scraping.

Approved for future integration; not collected yet.

No connector is present in the current ingestion configuration.

Official daily core-data snapshot for active legal entities, with SPARQL examples. Coverage is a subset of Zefix; preserve provenance and do not treat it as a certified registry extract.

Approved for future integration; not collected yet.

No connector is present in the current ingestion configuration.

Official API is for bounded individual queries, not acquisition of all or part of the database. Use UID/canonical identifiers, cache responsibly, and do not present results as legally binding extracts.

Approved for future integration; not collected yet.

No connector is present in the current ingestion configuration.

Public SOAP search is limited to 30 results and can return request-limit errors. Use it for identifier resolution, not bulk discovery; protected/person fields are unavailable anonymously.

Approved for future integration; not collected yet.

No connector is present in the current ingestion configuration.

Official event calendar exposes public event details and calendar import. Prefer the calendar link where stable; keep recurrence, registration, and cancellation state.

Approved for future integration; not collected yet.

No connector is present in the current ingestion configuration.

Official event listings provide investor-day dates and participating themes. A pitch or event appearance is not evidence of funding; keep it as an event/deal-flow signal.

Approved for future integration; not collected yet.

No connector is present in the current ingestion configuration.

UZH documents configurable RSS feeds for public events. Restrict queries to AI-related organizational units/keywords and preserve the event page as source of truth.

Approved for future integration; not collected yet.

No connector is present in the current ingestion configuration.

The documented API reliably returns events managed by an authenticated user/organization; it is not a general Swiss event-search feed. Use only for organizers who authorize access.

Reviewed by an editor rather than fetched automatically.

Handled editorially rather than by an automatic connector.

New OAuth consumers require an active Pro subscription and approval, which is not guaranteed. Until licensed, manually review a small allowlist of Swiss AI groups; do not scrape Meetup pages.

Connector implementation exists in the codebase. Runtime configuration is shown separately.

Connector is enabled and collectable in the current runtime configuration.

No public data API is documented. Discover new URLs from the listing, store only necessary metadata/excerpts, link to the original, and review site terms before expanding crawl depth.

Approved for future integration; not collected yet.

No connector is present in the current ingestion configuration.

First-party announcements for grants, supported start-ups, and funding rounds. No public API is documented; link to the source and avoid reproducing full releases.

Reviewed by an editor rather than fetched automatically.

Handled editorially rather than by an automatic connector.

Premium REST and bulk feeds are contract-gated. Until licensed automation and redistribution rights are confirmed, import a reviewed monthly Swiss AI export only under the applicable agreement.

Approved for future integration; not collected yet.

No connector is present in the current ingestion configuration.

SICTIC publishes news and aggregate investment reporting, but does not publish underlying deal-level survey data. Treat pitches as leads, not completed investments.

Reviewed by an editor rather than fetched automatically.

Handled editorially rather than by an automatic connector.

Full API/bulk access is licensed. Default terms restrict redistribution and require attribution; do not automate or display exported data beyond the purchased licence.

Reviewed by an editor rather than fetched automatically.

Handled editorially rather than by an automatic connector.

Annual expert ranking and ecosystem list, not a continuous data feed. Review the published ranking/magazine manually, attribute it, and verify each AI company against primary company sources.

Approved for future integration; not collected yet.

No connector is present in the current ingestion configuration.

Official list/dashboard of approved start-up projects. No public data API is documented; poll lightly and capture only newly listed projects with official links.

Approved for future integration; not collected yet.

No connector is present in the current ingestion configuration.

SNSF publishes open datasets for grants and outputs. Download published datasets rather than crawling result pages; preserve grant numbers and dataset release metadata.

Approved for future integration; not collected yet.

No connector is present in the current ingestion configuration.

First-party vacancies only. No public read API is documented; capture listing metadata and expiry, and link users to EPFL for the authoritative application details.

Approved for future integration; not collected yet.

No connector is present in the current ingestion configuration.

First-party vacancies only. No public read API is documented; confirm robots/terms and use light listing-page discovery with canonical job links and expiry handling.

Reviewed by an editor rather than fetched automatically.

Handled editorially rather than by an automatic connector.

The official API is an employer channel for publishing and managing that employer's advertisements, not a public vacancy-discovery API. Do not treat it as an aggregation source without written SECO approval.

Approved for future integration; not collected yet.

No connector is present in the current ingestion configuration.

Official STAT-TAB PxWeb API. Pin exact cube paths and dimensions; FSO is moving some cubes to Swiss Stats Explorer, so monitor deprecations and metadata revisions.

Approved for future integration; not collected yet.

No connector is present in the current ingestion configuration.

Official pages publish forecasts plus machine-readable CSV/JSON for selected time series and scenarios. Consume the machine-readable files and preserve release/effective dates and revision metadata.

Approved for future integration; not collected yet.

No connector is present in the current ingestion configuration.

Official table/chart API links are exposed from each download panel. SNB expressly permits non-commercial reuse with source attribution; obtain permission or legal review before commercial product reuse.

Connector is registered in the catalog; its current runtime state is shown separately.

Connector is enabled and collectable in the current runtime configuration.

Authentication: none for public metadata; token recommended. Connector-specific usage terms remain available from the provider documentation.

Approved for future integration; not collected yet.

No connector is present in the current ingestion configuration.

First-party initiative and release pages are authoritative for Apertus and related national infrastructure. No general public content API is documented; follow release links to model/code repositories.

Connector is registered in the catalog; its current runtime state is shown separately.

Connector is enabled and collectable in the current runtime configuration.

Authentication: GitHub token recommended. Connector-specific usage terms remain available from the provider documentation.

Approved for future integration; not collected yet.

No connector is present in the current ingestion configuration.

Official free CSV snapshots cover Swiss patents and published national applications, with stated historical gaps; the collection is updated every six months. Accept and follow the published reuse terms and identify IPI as source.

Approved for future integration; not collected yet.

No connector is present in the current ingestion configuration.

Official REST/XML service with registration, fair-use rules, and a 4 GB weekly free tier. Filter by Swiss applicants/inventors and AI CPC/keyword signals; retain EPO provenance.

Approved for future integration; not collected yet.

No connector is present in the current ingestion configuration.

Patent and trademark records are available free after signing the IPI Terms of Use and completing access setup. Do not build against undocumented Swissreg browser calls.

Approved for future integration; not collected yet.

No connector is present in the current ingestion configuration.

Official public news page with high-value AI privacy and enforcement signals. No public machine API is documented; use light conditional polling and retain the official release URL.

Approved for future integration; not collected yet.

No connector is present in the current ingestion configuration.

Official SPARQL endpoint for federal legislation, the Federal Gazette, consultations, treaties, and related metadata. Query narrowly and preserve legal-resource URIs and language/version metadata.

Connector implementation exists in the codebase. Runtime configuration is shown separately.

Connector is enabled and collectable in the current runtime configuration.

Official federal news feed. Attribute the responsible federal office and preserve the canonical release URL.

Connector is registered in the catalog; its current runtime state is shown separately.

Connector exists but is disabled in the current runtime configuration.

Connector exists but is disabled by default. Parliament requires source attribution, an access timestamp, unaltered data, and a clear statement that reuse is not an official publication; the legacy API is promised only until further notice.

Approved for future integration; not collected yet.

No connector is present in the current ingestion configuration.

Public publication search is available without authentication. API terms require content to remain unmodified, a non-official-publication notice, quality/correction notices, and no redistribution before 08:00 on publication day.

Connector implementation exists in the codebase. Runtime configuration is shown separately.

Connector is enabled and collectable in the current runtime configuration.

Official EPFL Mediacom RSS feed. Retain the original URL and avoid republishing full article text.

Connector implementation exists in the codebase. Runtime configuration is shown separately.

Connector is enabled and collectable in the current runtime configuration.

Official public listing without a documented content API. Use conservative polling, cache validators, and selector monitoring; do not mirror full pages.

Connector implementation exists in the codebase. Runtime configuration is shown separately.

Connector is enabled and collectable in the current runtime configuration.

Official English RSS feed. Store metadata and a short source-grounded summary; link and attribute to ETH Zurich.

Connector is registered in the catalog; its current runtime state is shown separately.

OPENALEX_API_KEY is not configured

OpenAlex data is CC0. All API requests require a key since 13 February 2026. The Zuriq adapter sends OPENALEX_API_KEY and is registered, but remains uncollectable and excluded from aggregate scheduling until that server-only key is configured.

Approved for future integration; not collected yet.

No connector is present in the current ingestion configuration.

Use API v2/schema 2.1 to maintain the Swiss institution allowlist and resolve affiliations. Client-ID registration is currently paused; monitor the announced lower unidentified rate limit before activation.

Approved for future integration; not collected yet.

No connector is present in the current ingestion configuration.

arXiv offers machine-readable access, but affiliation metadata is inconsistent. Use only as a secondary discovery source after matching authors/institutions and follow arXiv API rate guidance.