Transparency

Where this data comes from

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.

Complete registry:Sources JSON Providers JSON Markdown

One source hierarchy

Upstream datasets → runtime providers → served evidence

Registered64Upstream datasets

Approved58For defined uses

Runtime21Providers

Published17Serving evidence

Preview / empty0 / 4Serving preview / no records

Source register schema 2.0 · reviewed 2026-08-04. Dataset counts describe upstream publications; provider counts describe runtime delivery contracts.

Cross-linked entity graph

Every entity carries its onward references

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.

Source registry · schema 2.0

Publisher → dataset → release → provider → evidence

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
Publisher dataset
city-saskatoon-business-licences-2025
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
reference/data-artifacts/city-saskatoon-business-licences-2025-12-31.json · scheduled · validation
Publisher dataset
statcan-rais-certifications-37100220
Apprenticeship certifications by age, major trade group and sex
Statistics Canada · 37-10-0220-01
approvedmaterialized
Access
automated-public-download
Cadence
Annual
Providers
education-pipeline
Releases
1
Governance and lineage
Approved use: Materialize Saskatchewan apprenticeship certification counts by major trade group.
Excluded: Do not interpret certifications as open apprenticeship placements or named available workers.
Coverage: Canada, provinces and territories
Licence: Statistics Canada Open Licence
statcan-education-pipeline-sk-2024.json · scheduled · checksum + validation
Publisher dataset
statcan-rais-registrations-37100219
Apprenticeship programs by age, major trade group, sex and registration status
Statistics Canada · 37-10-0219-01
approvedmaterialized
Access
automated-public-download
Cadence
Annual
Providers
education-pipeline
Releases
1
Governance and lineage
Approved use: Materialize Saskatchewan total and new apprenticeship registration counts by major trade group.
Excluded: Do not interpret registrations as open placements, available seats, or named available workers.
Coverage: Canada, provinces and territories
Licence: Statistics Canada Open Licence
statcan-education-pipeline-sk-2024.json · scheduled · checksum + validation
Publisher dataset
statcan-rents-34100133
Average rents for areas with a population of 10,000 and over
Statistics Canada · 34-10-0133-01
approvedmaterialized
Access
automated-public-download
Cadence
Annual
Providers
rents, cost-of-living
Releases
1
Governance and lineage
Approved use: Materialize published CMHC Rental Market Survey rent observations.
Excluded: Do not present survey aggregates as current listings.
Coverage: Published Canadian rental-market centres
Licence: Statistics Canada Open Licence
statcan-34100133-rents-2025.json · scheduled · checksum + validation
Publisher dataset
statcan-building-permits-34100292
Building permits, by type of structure and type of work
Statistics Canada · 34-10-0292-01
approvedmaterialized
Access
automated-public-download
Cadence
Monthly
Providers
economy
Releases
1
Governance and lineage
Approved use: Materialize Saskatchewan monthly seasonally-unadjusted building-permit values by published structure aggregate.
Excluded: Do not present permit values as completed construction, investment realized or municipality-level activity.
Coverage: Canada and provinces
Licence: Statistics Canada Open Licence
sk-dashboard-economic-indicators-current.json · scheduled · checksum + validation
Publisher dataset
canadabuys-tender-notices
CanadaBuys Tender Notices
Public Services and Procurement Canada · 6abd20d4-7a1c-4b38-baa2-9525d0bb2fd2
approvedmaterialized
Access
automated-public-download
Cadence
Daily; new-notice resource updates intra-day
Providers
open-source-signals
Releases
1
Governance and lineage
Approved use: Ingest official tender lifecycle records as non-actionable or source-linked procurement signals.
Excluded: Do not infer that a tender guarantees spending, award, construction, hiring, or local economic impact.
Coverage: Federal procurement; filter and map Saskatchewan relevance
Licence: Open Government Licence – Canada
canadabuys-signals-sk-current.json · scheduled · checksum + validation
Publisher dataset
statcan-business-counts-33101097
Canadian Business Counts, with employees
Statistics Canada · 33-10-1097-01
approvedmaterialized
Access
automated-public-download
Cadence
Semi-annual
Providers
business-counts, economy
Releases
1
Governance and lineage
Approved use: Materialize Saskatchewan counts by CSD/CMA, NAICS 2022, and employee-size band.
Excluded: Do not convert aggregate counts into named business-directory records.
Coverage: Canada; materialize Saskatchewan
Licence: Statistics Canada Open Licence
statcan-33101097-business-counts-sk-2025-07.json · scheduled · checksum + validation
Publisher dataset
statcan-cbc-33100663
Canadian Business Counts, with employees, census metropolitan areas and census subdivisions, December 2022
Statistics Canada · 33-10-0663-01
approvedmaterialized
Access
reviewed-manual-access
Cadence
Fixed December 2022 release used by calculation version 1.0.0
Providers
economy
Releases
1
Governance and lineage
Approved use: Use published Saskatchewan CSD/CMA employer-location counts by industry and size band as community activity weights.
Excluded: Do not convert aggregate locations or employment-band midpoints into named businesses or measured community employment.
Coverage: Canadian CMAs and census subdivisions; materialize Saskatchewan
Licence: Statistics Canada Open Licence
packages/gdp-engine/src/registry/generated/sk-business-activity.ts · scheduled · validation
Publisher dataset
statcan-cbc-33100661
Canadian Business Counts, with employees, December 2022
Statistics Canada · 33-10-0661-01
approvedmaterialized
Access
reviewed-manual-access
Cadence
Fixed December 2022 release used by calculation version 1.0.0
Providers
economy
Releases
1
Governance and lineage
Approved use: Use published Saskatchewan employer-location counts by industry and size band as a provincial activity weight.
Excluded: Do not treat statistical locations or employment-band midpoints as named businesses or measured employment.
Coverage: Canada, provinces and territories
Licence: Statistics Canada Open Licence
packages/gdp-engine/src/registry/generated/sk-business-activity.ts · scheduled · validation
Publisher dataset
statcan-cbc-33100662
Canadian Business Counts, without employees, December 2022
Statistics Canada · 33-10-0662-01
approvedmaterialized
Access
reviewed-manual-access
Cadence
Fixed December 2022 release used by calculation version 1.0.0
Providers
economy
Releases
1
Governance and lineage
Approved use: Use published Saskatchewan non-employer business-location counts as a constrained provincial activity weight.
Excluded: Do not interpret the counts as a time series, named businesses, employment or current openings.
Coverage: Canada, provinces and territories
Licence: Statistics Canada Open Licence
packages/gdp-engine/src/registry/generated/sk-business-activity.ts · scheduled · validation
Publisher dataset
iaac-registry
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
Licence: Open Government Licence – Canada
iaac-assessment-signals-sk-current.json · scheduled · checksum + validation
Publisher dataset

Runtime provider contracts

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.

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.
Reference period
OaSIS 2025 Version 1.0
Dataset ID
10ce43bd-fb58-4969-806b-4bffebc87bec
Normalization
oasis-2025-v1
Latest source run · succeeded
Read 10,514 · stored 10,514 · skipped 0 · issues 0
10,514 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.

Where this data comes from

Upstream datasets → runtime providers → served evidence

Every entity carries its onward references

Publisher → dataset → release → provider → evidence

Governed upstream sources

2025 Saskatchewan Detailed Occupational Outlook

All Commercial and Home Based Businesses as of December 31, 2025

Apprenticeship certifications by age, major trade group and sex

Apprenticeship programs by age, major trade group, sex and registration status

Average rents for areas with a population of 10,000 and over

Building permits, by type of structure and type of work

CanadaBuys Tender Notices

Canadian Business Counts, with employees

Canadian Business Counts, with employees, census metropolitan areas and census subdivisions, December 2022

Canadian Business Counts, with employees, December 2022

Canadian Business Counts, without employees, December 2022

Canadian Impact Assessment Registry – Assessment Inventory

Runtime provider contracts

Some runtime providers are empty

Market Basket Measure costs

Municipal business licences

Municipal economics protocol

National occupational projection context

Occupational skills and requirements

Provider modes