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.
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.
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
evidenceLive modeOperational
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
Current hiring-employer signals are derived only from live public postings. Organizations without a current indexed posting are absent.
Weakest record tier
Tier B
Freshness
Fresh
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, 8:37:39 a.m.
Actionability
mixed
Latest source run · succeeded
Read 10 · stored 10 · skipped 0 · issues 2
7 records served
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
evidenceLive modeOperational
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 hiring evidence is enabled. OEX indexes only homepage-discovered records from robots-allowed detail routes and excludes application instructions and employer contact details.
Weakest record tier
Tier B
Freshness
Fresh
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, 8:37:39 a.m.
Actionability
actionable
Latest source run · succeeded
Read 10 · stored 10 · skipped 0 · issues 2
10 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.