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.
Government of Saskatchewan · sk-dashboard-economic-indicators
approvedmaterialized
Access
automated-public-download
Cadence
Monthly, with annual series refreshed on publication
Providers
economy
Releases
1
Governance and lineage
Approved use: Download headline economic indicator exports for analysis, communication and reconciliation against each identified Statistics Canada table.
Excluded: Do not omit units, adjustment status, release status or source geography; do not treat adapted Dashboard series as independent primary measures.
Government of Saskatchewan · sk-dashboard-housing-starts
approvedmaterialized
Access
automated-public-download
Cadence
Indicator-specific; monthly for housing starts
Providers
housing-evidence
Releases
1
Governance and lineage
Approved use: Download published indicator exports for analysis, interprovincial comparison, communication materials, and reconciliation against the named upstream source.
Excluded: Do not broaden an indicator beyond its stated source geography, omit page footnotes, present the as-is data as guaranteed, or treat the Dashboard as an independent primary measure when an upstream table is identified.
Coverage: Saskatchewan and comparison geographies stated on each indicator page
Saskatchewan Indian Institute of Technologies public admissions programs
Saskatchewan Indian Institute of Technologies · siit-public-admissions-programs
approvedmaterialized
Access
automated-public-download
Cadence
Weekly verification of the reviewed allowlist
Providers
training
Releases
1
Governance and lineage
Approved use: Index a reviewed allowlist of bare admissions facts needed for training discovery: program name, published campus, duration, exact start date and canonical source URL. Recheck robots.txt and critical page facts on every acquisition.
Excluded: Do not mirror page prose, images or branding; infer credentials, tuition, seats, admission, availability or eligibility; or treat a published intake as proof that seats remain open.
Coverage: SIIT program delivery locations in Saskatchewan
Licence: Official public pages; bounded factual-reference use (no general redistribution licence stated)
Saskatchewan Mineral Deposit Index and Mineral Exploration map service
Government of Saskatchewan · sk-smdi-mineral-exploration-mapserver
approvedmaterialized
Access
reviewed-manual-access
Cadence
Annual curated verification
Providers
geography
Releases
1
Governance and lineage
Approved use: Materialize and redistribute attributed producing-mine and development-project geography with stable SMDI identifiers for lawful analytical and commercial use.
Excluded: Do not imply official status or endorsement, use excluded third-party or personal information, or infer current production, ownership, employment or investment from a mapped deposit status alone.
Coverage: Saskatchewan mineral deposits and operations
Licence: Government of Saskatchewan Standard Unrestricted Use Data Licence (Version 2.0)
Approved use: Index a reviewed allowlist of bare program facts needed for training discovery: program and credential name, published locations and delivery note, duration, recurring start-month label, tuition estimate and academic year, campus-specific availability notice, NOC link and canonical source URL. Recheck robots.txt on every acquisition.
Excluded: Do not mirror page prose, course descriptions, images or branding; infer an exact intake date from a recurring month; convert a full/waitlist notice into a numeric seat count; generalize a campus notice to every campus; or present tuition estimates as guaranteed or campus-invariant.
Coverage: Saskatchewan Polytechnic program delivery locations
Licence: Official public pages; bounded factual-reference use (no general redistribution licence stated)
Government of Saskatchewan · saskjobs-homepage-detail-index
approvedregistered
Access
documented-public-download
Cadence
Background and on-access refresh, no more than every 15 minutes per process; robots policy rechecked daily
Providers
jobs, businesses
Releases
0
Governance and lineage
Approved use: Build an attributed search index from the robots-allowed homepage and homepage-discovered detail routes, retaining factual job metadata, a short non-generative excerpt, and direct SaskJobs links.
Excluded: Do not automate disallowed listing, RSS or mobile routes; do not mirror full descriptions, application instructions or employer contact data; do not train or fine-tune AI models on the content; stop refreshing if robots permission changes.
Coverage: Saskatchewan; only Career Opportunities exposed on the SaskJobs homepage at refresh time
Licence: SaskJobs robots Content-Signal search=yes and Crown Copyright; reference/search use only
Swift Current & District Chamber of Commerce Member Directory
Swift Current & District Chamber of Commerce · swift-current-chamber-member-directory
pendinggovernance-gated
Access
source-link-only
Cadence
Permission-gated; review after chamber authorization
Providers
Not served
Releases
0
Governance and lineage
Approved use: Retain the direct source link and pursue written permission for normalized member-directory facts.
Excluded: Do not scrape, bulk ingest, redistribute or describe chamber membership as a complete municipal business register until written reuse terms and coverage metadata are established.
Coverage: Swift Current & District chamber members only
Licence: Permission for bulk reuse and redistribution not established
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.