A provenance and ingestion control plane connecting official sources, publisher datasets, checked releases, runtime providers and the evidence currently served.
Derived outputs are governed separately from upstream publications. Open the model registry.
Occupations, NOC groups, sectors, communities, businesses, postings, training, housing, economy profiles, signals, sources and providers publish typed links[]. Each link names the relationship, stable target identity, evidence strength, and human or machine route where one exists. Reciprocal links are emitted only when the inverse relationship is actually materialized.
Observation dates describe the measured phenomenon. Retrieval, verification and source-run dates describe VeilPoint processing. Those clocks never substitute for one another.
58 approved upstream datasets
Registered64Stable upstream IDs
Materialized54Checked artifacts
Conditional1Manual review
Pending5Link-only
No artifact4Approved, unserved
Gated6No ingestion
Refresh jobs16Policy-enabled
Blocked jobs0Permission gate
Only approved sources may refresh automatically. Candidate artifacts must pass schema, geography, count, checksum and permission gates before replacing the last known good snapshot.
Acquisition and reuse
Governed upstream sources
Reviewed 2026-08-04
statcan-exports-12100173
Canadian international merchandise trade by province and product
Statistics Canada · 12-10-0173-01
approvedmaterialized
Access
automated-public-download
Cadence
Annual curated reference period
Providers
trade
Releases
1
Governance and lineage
Approved use: Materialize Saskatchewan merchandise exports by published product section.
Excluded: Do not infer unpublished business-level trade activity.
City of Moose Jaw 2024 Audited Consolidated Financial Statements
City of Moose Jaw · city-moose-jaw-afs-2024
approvedmaterialized
Access
reviewed-manual-access
Cadence
Annual manual review following publication
Providers
economy
Releases
1
Governance and lineage
Approved use: Retain a reviewed set of bare consolidated statement totals, the audit-opinion type, any material audit-matter boundary and direct source link as municipality-specific fiscal context.
Excluded: Do not mirror the report, reproduce notes or personal information, omit a material audit-matter boundary, treat municipal finances as GDP, or compare these totals across municipalities without harmonized accounting review.
Coverage: City of Moose Jaw, Saskatchewan
Licence: Official municipal publication; bounded factual-reference use (no general redistribution licence stated)
City of Prince Albert 2024 Annual Financial Statements (Annual Report)
City of Prince Albert · city-prince-albert-afs-2024
approvedmaterialized
Access
reviewed-manual-access
Cadence
Annual manual review following publication
Providers
economy
Releases
1
Governance and lineage
Approved use: Retain a reviewed set of bare consolidated statement totals, the audit-opinion type, any material audit-matter boundary and direct source link as municipality-specific fiscal context.
Excluded: Do not mirror the report, reproduce notes or personal information, omit a material audit-matter boundary, treat municipal finances as GDP, or compare these totals across municipalities without harmonized accounting review.
Coverage: City of Prince Albert, Saskatchewan
Licence: Official municipal publication; bounded factual-reference use (no general redistribution licence stated)
City of Regina 2024 Annual Financial Statements (Annual Report)
City of Regina · city-regina-afs-2024
approvedmaterialized
Access
reviewed-manual-access
Cadence
Annual manual review following publication
Providers
economy
Releases
1
Governance and lineage
Approved use: Retain a reviewed set of bare consolidated statement totals, the audit-opinion type, any material audit-matter boundary and direct source link as municipality-specific fiscal context.
Excluded: Do not mirror the report, reproduce notes or personal information, omit a material audit-matter boundary, treat municipal finances as GDP, or compare these totals across municipalities without harmonized accounting review.
Coverage: City of Regina, Saskatchewan
Licence: Official municipal publication; bounded factual-reference use (no general redistribution licence stated)
City of Regina business-licence open-data candidate
City of Regina · city-regina-business-licence-data-candidate
pendinggovernance-gated
Access
source-link-only
Cadence
Discovery-gated; review when an official dataset is published or provided
Providers
Not served
Releases
0
Governance and lineage
Approved use: Retain the source-discovery link and request or locate an explicitly published business-licence dataset under the City open-data licence.
Excluded: Do not infer a dataset exists, scrape licensing application pages, or materialize named Regina businesses until an official data resource and its field/privacy scope are confirmed.
Coverage: City of Regina; candidate source only
Licence: Open Government Licence – City of Regina; no business-licence dataset confirmed
City of Saskatoon 2024 Annual Financial Statements (Annual Report)
City of Saskatoon · city-saskatoon-afs-2024
approvedmaterialized
Access
reviewed-manual-access
Cadence
Annual manual review following publication
Providers
economy
Releases
1
Governance and lineage
Approved use: Retain a reviewed set of bare consolidated statement totals, the audit-opinion type, any material audit-matter boundary and direct source link as municipality-specific fiscal context.
Excluded: Do not mirror the report, reproduce notes or personal information, omit a material audit-matter boundary, treat municipal finances as GDP, or compare these totals across municipalities without harmonized accounting review.
Coverage: City of Saskatoon, Saskatchewan
Licence: Official municipal publication; bounded factual-reference use (no general redistribution licence stated)
City of Swift Current 2024 Annual Financial Statements
City of Swift Current · city-swift-current-afs-2024
approvedmaterialized
Access
reviewed-manual-access
Cadence
Annual manual review following publication
Providers
economy
Releases
1
Governance and lineage
Approved use: Retain a reviewed set of bare consolidated statement totals, the audit-opinion type, any material audit-matter boundary and direct source link as municipality-specific fiscal context.
Excluded: Do not mirror the report, reproduce notes or personal information, omit the qualified-opinion boundary, treat municipal finances as GDP, or compare these totals across municipalities without harmonized accounting review.
Coverage: City of Swift Current, Saskatchewan
Licence: Official municipal publication; bounded factual-reference use (no general redistribution licence stated)
City of Swift Current published business directory
City of Swift Current · city-swift-current-business-directory-candidate
pendinggovernance-gated
Access
source-link-only
Cadence
Permission-gated; review after the City confirms a licensed extract or written reuse terms
Providers
Not served
Releases
0
Governance and lineage
Approved use: Retain the direct source link as evidence that the City publishes a categorised business listing, and pursue either an explicitly licensed business-licence extract or written reuse permission from Planning and Growth Development, which administers the licence.
Excluded: Do not scrape, bulk ingest, crawl or mirror the directory, and do not materialize named Swift Current businesses from it. The site returns 403 to automated requests and states site-wide all-rights-reserved copyright with no reuse grant, so no bulk permission can be inferred. Do not describe a category listing as a business-licence register or as complete: it carries no coverage, currency or field metadata. Named Swift Current businesses reach the platform only through oex-field-intake under per-business consent, or through a licensed municipal extract once one exists.
Coverage: City of Swift Current; candidate source only
Licence: All rights reserved (site-wide municipal copyright); no open-data or reuse licence stated
Agriculture and Agri-Food Canada · 7ed13bbe-fbac-417c-a942-ea2b3add1748
approvedmaterialized
Access
reviewed-manual-access
Cadence
As published
Providers
geography
Releases
1
Governance and lineage
Approved use: Materialize attributed community-level soil and agricultural-capability classifications from the federally published Detailed Soil Survey resources.
Excluded: Do not imply parcel accuracy, treat a modal community sample as a property assessment, or use the derived class as an agronomic recommendation.
Only the evidence group supports factual claims. Preview, planned, first-party and derived contracts remain discoverable without being presented as upstream evidence.
Evidence19Claim-eligible
Preview0Synthetic fixtures
Planned1No served records
First-party0Consent governed
Derived1Inherits inputs
Unknown freshness0Evidence providers
Empty evidence04 total blockers
Some runtime providers are empty
64 upstream datasets are registered; 58 are approved for defined uses. 21 runtime providers: 19 runtime providers serve published evidence: Advertised job demand, Community business counts, Community GDP engine, Cost of living, Education and apprenticeship pipeline, Geography, Hiring employers, Housing value and supply evidence, Job postings, Market Basket Measure costs, Municipal business licences, National occupational projection context, Occupational skills and requirements, Open-source economic signals, Rents, Trade, Training catalogue, Training pathways and crosswalks, Wages & vacancies. No runtime provider serves preview evidence. 2 runtime providers are empty. Do not use preview figures for employment, investment, or policy decisions; check each record's provenance and /about/data. Derived results inherit their weakest input.
Market Basket Measure costs
Upstream: Statistics Canada tables 11-10-0066-01 and 11-10-0104-01
evidenceCurated real dataOperational
Registry alignment · linked
Every declared upstream in this provider is connected to governed source entries. Source IDs: statcan-mbm-11100066, statcan-mbm-11100104.
Serving readiness
Real 2025 MBM components and published family-size totals are materialized for all five Saskatchewan MBM regions.
Weakest record tier
Tier A
Freshness
Fresh
Validation
passed
Source kind
statistics-canada
Cadence
Annual.
Promotion
Reviewed before publication
Licence
Statistics Canada Open Licence
Last refresh
2026-08-11, 3:27:45 p.m.
Actionability
non-actionable
Coverage
Five Saskatchewan MBM regions, components and family sizes 1–10.
Reference period
2025 current dollars, 2023-base MBM
Dataset ID
11-10-0066-01; 11-10-0104-01
Normalization
mbm-cost-baskets-v1
80 records served
Municipal business licences
Upstream: City of Saskatoon — All Commercial and Home Based Businesses as of December 31, 2025
evidenceCurated real dataOperational
Registry alignment · linked
Every declared upstream in this provider is connected to governed source entries. Source IDs: city-saskatoon-business-licences-2025, oex-business-participation, oex-field-intake.
Serving readiness
Published from a reviewed City workbook through a checksum-verified offline refresh. The count is the reviewed snapshot size; a deployment that has not run the refresh serves none of it. Saskatoon only; other communities have no reviewed licence workbook. The City publishes once a year and offers no feed, so this source has no scheduled refresh job by design: governance runs through the checked artifact and the named municipal-business-directory review workflow instead. Refresh by regenerating the checked artifact and republishing the graph snapshot.
Weakest record tier
Tier A
Freshness
Fresh
Validation
passed
Source kind
municipal
Cadence
Annual manual review of the City publication.
Promotion
Reviewed before publication
Licence
City of Saskatoon broad licence for published information. Attributed, source-scoped snapshot rows only; home-based addresses, contacts and owner fields are excluded.
Last refresh
2025-12-31, 12:00:00 a.m.
Actionability
non-actionable
13,120 records served
Municipal economics protocol
Upstream: OEX Statistics Canada-backed community GDP engine
derivedCurated real dataOperational
Registry alignment · internal-derived
GeoLayer is a serving/derivation layer; authoritative inputs are registered at their originating sources.
Serving readiness
The synthetic GeoLayer projection is disabled. Community economy pages use governed published inputs and clearly labelled allocation models instead.
Weakest record tier
Tier C
Freshness
Not applicable
Validation
passed
Source kind
statistics-canada
Cadence
With the community GDP evidence artifacts.
Promotion
Reviewed before publication
Licence
Statistics Canada Open Licence.
Actionability
non-actionable
0 records served
National occupational projection context
Upstream: Employment and Social Development Canada COPS 2024–2033
evidenceCurated real dataOperational
Registry alignment · linked
Every declared upstream in this provider is connected to governed source entries. Source IDs: cops-2024-2033.
Serving readiness
Published Canada-wide projections are materialized by NOC 2021. They are context only and are never labelled as Saskatchewan forecasts.
Weakest record tier
Tier B
Freshness
Fresh
Validation
passed
Source kind
esdc
Cadence
Biennial, following a COPS projection release.
Promotion
Reviewed before publication
Licence
Open Government Licence – Canada
Last refresh
2026-08-11, 3:25:12 p.m.
Actionability
non-actionable
Coverage
Canada-wide COPS projections by NOC 2021 unit group; not Saskatchewan-specific.
Reference period
COPS 2024–2033
Dataset ID
e80851b8-de68-43bd-a85c-c72e1b3a3890
Normalization
cops-outlook-v1
516 records served
Occupational skills and requirements
Upstream: ESDC Occupational and Skills Information System (OaSIS) 2025
evidenceCurated real dataOperational
Registry alignment · linked
Every declared upstream in this provider is connected to governed source entries. Source IDs: oasis-2025.
Serving readiness
Real published occupational metadata is materialized for all 27 OEX catalogue NOCs. It is national reference information, not Saskatchewan demand.
Weakest record tier
Tier B
Freshness
Fresh
Validation
passed
Source kind
esdc
Cadence
Annual or when ESDC publishes a corrected OaSIS release.
Promotion
Reviewed before publication
Licence
Open Government Licence – Canada
Last refresh
2026-08-11, 3:25:11 p.m.
Actionability
non-actionable
Coverage
National OaSIS metadata for 27 OEX catalogue NOC 2021 unit groups.