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Excluded: Do not infer unpublished business-level trade activity.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.
Evidence17Claim-eligible
Preview0Synthetic fixtures
Planned3No served records
First-party0Consent governed
Derived1Inherits inputs
Unknown freshness0Evidence providers
Empty evidence06 total blockers
Some runtime providers are empty
64 upstream datasets are registered; 58 are approved for defined uses. 21 runtime providers: 17 runtime providers serve published evidence: Advertised job demand, Community business counts, Community GDP engine, Cost of living, Education and apprenticeship pipeline, Geography, Housing value and supply evidence, 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. 4 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.
Advertised job demand
Upstream: ESDC Job Bank monthly open-data archive
evidenceCurated real dataOperational
Registry alignment · linked
Every declared upstream in this provider is connected to governed source entries. Source IDs: job-bank-open-demand.
Serving readiness
Real monthly Saskatchewan advertised-demand evidence is materialized. It does not contain employer identity, application URLs, expiry, or current-active status.
Weakest record tier
Tier B
Freshness
Stale
Validation
passed
Source kind
esdc-job-bank
Cadence
Monthly, following the Job Bank open-data release.
The Advertised job demand snapshot is past its declared freshness window.
Latest source run · succeeded
Read 3,876 · stored 3,876 · skipped 0 · issues 0
Operational alerts
The Advertised job demand snapshot is past its declared freshness window. [error]
3,876 records served
Community business counts
Upstream: Statistics Canada table 33-10-1097-01
evidenceCurated real dataOperational
Registry alignment · linked
Every declared upstream in this provider is connected to governed source entries. Source IDs: statcan-business-counts-33101097.
Serving readiness
Real counts of businesses with employees are materialized for every Saskatchewan CSD and CMA published in the table. These are aggregates, not a business directory.
Weakest record tier
Tier A
Freshness
Fresh
Validation
passed
Source kind
statistics-canada
Cadence
Semi-annual.
Promotion
Reviewed before publication
Licence
Statistics Canada Open Licence
Last refresh
2026-08-11, 3:27:45 p.m.
Actionability
non-actionable
Coverage
417 Saskatchewan CSDs and 2 CMAs published in the July 2025 reference.
Reference period
July 2025 reference, December 2025 release
Dataset ID
33-10-1097-01
Normalization
business-counts-v1
7,145 records served
Community GDP engine
Upstream: Statistics Canada 36-10-0711-01 — GDP at basic prices by industry, Saskatchewan, 2022 current dollars (vintage 2026-05-01) · Statistics Canada 33-10-0661/0662/0663-01 — Canadian Business Counts, December 2022 release (reference 2022-07) · Statistics Canada 98-10-0002-01 — 2021 Census population and dwelling counts · Statistics Canada 98-10-0057-01 — 2021 Census household income (2020 income year) · Statistics Canada 92-151-X — 2021 Geographic Attribute File
evidenceCurated real dataOperational
Registry alignment · linked
Every declared upstream in this provider is connected to governed source entries. Source IDs: city-moose-jaw-afs-2024, city-prince-albert-afs-2024, city-regina-afs-2024, city-saskatoon-afs-2024, city-swift-current-afs-2024, saskatchewan-dashboard-economic-indicators, statcan-building-permits-34100292, statcan-business-counts-33101097, statcan-capital-investment-34100035, statcan-cbc-33100661, statcan-cbc-33100662, statcan-cbc-33100663, statcan-census-dwelling-values-98100257, statcan-census-income-98100057, statcan-census-population-dwellings-98100002, statcan-cpi-18100004, statcan-employment-14100017, statcan-gaf-92-151-x-2021, statcan-gdp-36100711, statcan-manufacturing-sales-16100048, statcan-merchandise-exports-12100175, statcan-unemployment-rate-14100287.
Serving readiness
Real curated inputs: official Statistics Canada provincial GDP, Business Counts, Census dwellings, Census income and geography snapshots. Community figures are modeled allocations, not official measurements; refresh by regenerating the GDP-engine source tables.
Weakest record tier
Tier C
Freshness
Fresh
Validation
passed
Source kind
modeled
Cadence
Refresh when Statistics Canada benchmark, Business Counts, Census or geography inputs are regenerated.
The public profile joins registered CMHC rent observations to registered Statistics Canada MBM components; uncovered fields remain null. Source IDs: statcan-cpi-18100004, statcan-mbm-11100066, statcan-mbm-11100104, statcan-rents-34100133, statcan-vacancy-34100130, statcan-vacancy-34100131, statcan-vacancy-34100132.
Serving readiness
Public-source-only profile: surveyed rents and vacancy rates are joined to published MBM household components. Communities or fields without published evidence remain absent or null.
Upstream: Reviewed public housing-market publications
plannedCurated real dataOperational
Registry alignment · partial
No listing mirror is served. Historical public housing evidence is governed separately, and current market records require a reviewed public publication.
Serving readiness
Public-source-only mode is active. No synthetic prices, listings or velocity figures are served; dated Census housing values remain available through housing evidence.
Weakest record tier
Tier A
Freshness
Not applicable
Validation
passed
Source kind
statistics-canada
Cadence
On reviewed public release.
Promotion
Reviewed before publication
Licence
Statistics Canada Open Licence for the separate historical evidence layer.
Actionability
non-actionable
0 records served
Provider modes
Public-source-only is the default. Placeholder modes require an explicit test/demo selection.
OEX_JOBS_PROVIDER = placeholder | saskjobs | jobbank
OEX_COL_PROVIDER = public | live | placeholder
OEX_GEOLAYER_PROVIDER = public | http | placeholder
OEX_TRAINING_PROVIDER = public | live | placeholder
OEX_TALENT_PROVIDER = placeholder | live
OEX_BUSINESSES_PROVIDER = saskjobs | live | placeholder
OEX_REAL_ESTATE_PROVIDER = public | live | placeholder
Empty and null fields mean the upstream did not publish a reviewed value; they are never filled synthetically.