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
sk-occupational-outlook-2025
2025 Saskatchewan Detailed Occupational Outlook
Government of Saskatchewan · sk-detailed-occupational-outlook-2025
pendinggovernance-gated
Access
source-link-only
Cadence
Annual
Providers
Not served
Releases
0
Governance and lineage
Approved use: Citation and source linking only. The production outlook provider permanently uses separately labelled COPS national context and measured Saskatchewan demand unless written permission is later recorded.
Excluded: Do not scrape, bulk ingest, normalize, reproduce or redistribute the publication before written permission or a published commercial reuse grant is recorded.
Coverage: Saskatchewan
Licence: Government of Saskatchewan website copyright terms; reproduction permission required
All Commercial and Home Based Businesses as of December 31, 2025
City of Saskatoon · city-saskatoon-commercial-home-business-licences-2025-12-31
approvedmaterialized
Access
reviewed-manual-access
Cadence
Annual manual review of the City publication
Providers
business-directory
Releases
1
Governance and lineage
Approved use: Retain attributed, source-scoped licence snapshot rows with published business name, licence type, NAICS subsector and commercial address. Home-based addresses, contacts and owner fields remain excluded.
Excluded: Do not present the snapshot as a provincial legal-entity register, current after 2025-12-31, complete for non-resident or excluded licence categories, or evidence of ownership, employment, size, hiring, chamber membership or operating health.
Coverage: City of Saskatoon commercial and home-based business licences; excludes non-resident and other omitted licence categories
Licence: City of Saskatoon broad licence for published information
Canadian Impact Assessment Registry – Assessment Inventory
Impact Assessment Agency of Canada · f4c51eaa-a6ca-48b9-a1fc-b0651da20509
approvedmaterialized
Access
automated-public-download
Cadence
Daily snapshot of an as-needed upstream service
Providers
open-source-signals
Releases
1
Governance and lineage
Approved use: Ingest the official Assessment Inventory ESRI REST fields on a strict organization/project allowlist as non-actionable signals, retaining direct registry links and published lifecycle state.
Excluded: Do not retain proponents, descriptions, locations, coordinates, geometry, attachments, comments or contacts; do not infer approval, construction, investment, hiring or local impact.
Coverage: Canada; explicit SK province-code filter, published only at Saskatchewan level
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.
Education and apprenticeship pipeline
Upstream: Statistics Canada PSIS and Registered Apprenticeship Information System
evidenceCurated real dataOperational
Registry alignment · linked
Every declared upstream in this provider is connected to governed source entries. Source IDs: statcan-psis-enrolments-37100277, statcan-psis-graduates-37100276, statcan-rais-certifications-37100220, statcan-rais-registrations-37100219.
Serving readiness
969 enrolment, 259 graduate, 25 total-registration, 25 new-registration and 25 trade-certification observations are materialized. Counts are non-actionable aggregates, not seats or available workers.
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, 3:25:12 p.m.
Actionability
non-actionable
Coverage
Saskatchewan totals and 10 published Saskatchewan institutions by CIP 2021, plus province-wide trade certifications.
Upstream: AAFC Soils of Canada · Detailed Soil Survey · Saskatchewan Geological Survey — Mineral Deposit Index (SMDI) · Government of Saskatchewan — Industrial and Mining Facilities · ECCC Canadian Climate Normals 1981–2010
evidenceCurated real dataOperational
Registry alignment · linked
Every declared upstream in this provider is connected to governed source entries. Source IDs: aafc-detailed-soil-survey, aafc-soils-canada-derived, eccc-geomet-climate-normals, sk-industrial-mining-facilities, sk-smdi-mineral-exploration, statcan-census-population-dwellings-98100002, statcan-gaf-92-151-x-2021.
Serving readiness
Real curated data: soil zone and agricultural capability per community, every current mineral operation, the approved provincial industrial-facility roster, and climate normals from the nearest ECCC station. Refreshed by re-running the recipes documented in the reference files.
Weakest record tier
Tier B
Freshness
Fresh
Validation
passed
Source kind
provincial
Cadence
As published · When ECCC publishes a new normals collection · Annual curated verification · Census
Promotion
Reviewed before publication
Licence
Open Government Licence – Canada · Saskatchewan Standard Unrestricted Use Data Licence · Government of Saskatchewan Standard Unrestricted Use Data Licence (Version 2.0) · Statistics Canada Open Licence
Last verification
2026-07-23, 12:00:00 a.m.
Actionability
non-actionable
Reference period
Mixed official reference periods: soils and 1981–2010 climate normals; mineral operations verified 2026-07-23.
Upstream: SaskJobs public search-index routes employer fields
plannedLive modeDegraded
Registry alignment · linked
Current hiring-employer signals come from governed SaskJobs posting records; this is intentionally not a complete corporate registry. Source IDs: saskjobs-public-search-index.
Serving readiness
Hiring-employer evidence is withheld; counts are unknown until the source refresh succeeds.
Weakest record tier
Tier B
Freshness
Stale
Validation
warning
Source kind
provincial
Cadence
Background and on-access refresh, no more than once every 15 minutes per process; robots policy rechecked daily.
Promotion
Reviewed before publication
Licence
SaskJobs robots Content-Signal search=yes; search-result links and short excerpts only, subject to Crown Copyright.
Last refresh
2026-11-11, 7:09:05 a.m.
Actionability
non-actionable
Public launch blockers
Provider health is degraded.
Last successful refresh is stale.
The Hiring employers snapshot is past its declared freshness window.
Latest source run · succeeded
Read 10 · stored 10 · skipped 0 · issues 2
Operational alerts
The Hiring employers snapshot is past its declared freshness window. [error]
Housing value and supply evidence
Upstream: Statistics Canada 2021 Census dwelling values; CMHC monthly housing starts via Saskatchewan Dashboard
evidenceCurated real dataOperational
Registry alignment · linked
Every declared upstream in this provider is connected to governed source entries. Source IDs: saskatchewan-dashboard, statcan-census-dwelling-values-98100257, statcan-cmhc-housing-starts-34100151.
Serving readiness
The dated 2021 owner-estimated dwelling-value baseline and monthly housing starts for Saskatchewan urban centres of 50,000+ are materialized. Current sale prices, listings, completions and municipal inventory are not included.
Weakest record tier
Tier A
Freshness
Stale
Validation
passed
Source kind
cmhc
Cadence
Census dwelling-value baseline plus monthly housing-starts releases.
Promotion
Reviewed before publication
Licence
Statistics Canada Open Licence; CMHC Licence Agreement for the Use of Data; Saskatchewan Dashboard Terms of Use
Last refresh
2026-08-11, 3:25:37 p.m.
Actionability
non-actionable
Coverage
17 published Saskatchewan province/CSD Census geographies; housing starts are Aggregate of Saskatchewan urban centres with population 50,000 and over; not all provincial or municipal housing construction.
Reference period
Monthly housing starts plus 2021 Census dwelling-value baseline
Dataset ID
98-10-0257-01|34-10-0151-01
Normalization
housing-evidence-v2
Public launch blockers
Last successful refresh is stale.
The Housing value and supply evidence snapshot is past its declared freshness window.
Operational alerts
The Housing value and supply evidence snapshot is past its declared freshness window. [error]
2,625 records served
Job postings
Upstream: SaskJobs public search-index routes
plannedLive modeDegraded
Registry alignment · linked
Current actionable links and short factual records use the reviewed SaskJobs public search-index boundary. Source IDs: saskjobs-public-search-index.
Serving readiness
SaskJobs observations are withheld until a permitted refresh succeeds. Missing evidence is not evidence of zero hiring.
Weakest record tier
Tier B
Freshness
Stale
Validation
warning
Source kind
provincial
Cadence
Background and on-access refresh, no more than once every 15 minutes per process; robots policy rechecked daily.
Promotion
Reviewed before publication
Licence
SaskJobs robots Content-Signal search=yes; search-result links and short excerpts only, subject to Crown Copyright.
Last refresh
2026-11-11, 7:09:05 a.m.
Actionability
non-actionable
Public launch blockers
Provider health is degraded.
Last successful refresh is stale.
The Job postings snapshot is past its declared freshness window.
Latest source run · succeeded
Read 10 · stored 10 · skipped 0 · issues 2
Operational alerts
The Job postings snapshot is past its declared freshness window. [error]
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.