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.
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.
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.