VeilPoint Opportunity Exchange · Pilot preview

From fragmented data to unified economic intelligence

Opportunity Exchange brings disconnected public data together and runs it through a common engine. It goes beyond simply reporting what today's statistics show by connecting labour, skills, housing, businesses, trade, costs, and emerging signals into a clearer picture of Saskatchewan's economy.

This pilot demonstrates the public-data architecture and its human interface. It combines published datasets with clearly identified modelled scenarios and is not yet a public-production launch. Where current job links are available, applications stay with the original source.

59 upstream datasets registered · 54 approved for defined uses · 22 runtime providers: 19 published, 0 preview, 3 empty.

Explore the evidence, the community views, and the source register. Every published, modelled, preview, and unavailable value is identified in context.

Skip to main content
VeilPointOEX
Sign in

← Data sources

Transparency

Derived intelligence model registry

Every published estimate or sensitivity scenario names its material inputs, version, assumptions, validation state and interpretations it cannot support. Registration does not make a model an official measurement.

schema 1.0
JSON registry →Markdown registry →

  1. community-gdp · 2.1.0

    Saskatchewan community GDP allocation

    Saskatchewan census subdivisions and economic regions · GDP model owner

    registered

    Formula

    Allocate the observable share of each official provincial industry benchmark by a declared activity-weight family; blend production- and income-side community measures where both exist; retain all unobservable value as an explicit provincial residual.

    Material inputs

    • 36-10-0711-01 — Official provincial GDP benchmark by industry
    • 33-10-1097-01 — Employer-business activity weights
    • 98-10-0002-01 — Population and occupied-dwelling weights
    • 98-10-0057-01 — Resident household-income weights

    Boundaries

    • Not an official Statistics Canada community or regional GDP measurement.
    • Not a current business valuation, municipal tax base or forecast.
    • Suppressed estimates must not be reconstructed from internal allocations.

    Back-test: pending. No official community GDP series exists for direct back-testing; future municipal accounts and audited local controls may support partial validation.

  2. labour-demand-gdp-sensitivity · labour-demand-gdp-v1

    Labour-demand GDP composition sensitivity

    Saskatchewan province and NAICS sectors · GDP model owner

    registered

    Formula

    Normalize sector openings by midpoint employment, apply the versioned elasticity within the factor cap, tilt sector composition, and reconcile the result back to the unchanged official provincial GDP total.

    Material inputs

    • 36-10-0711-01 — Official fixed provincial GDP total and sector baseline
    • 33-10-1097-01 — Sector employment denominator
    • ea639e28-c0fc-48bf-b5dd-b8899bd43072 — Measured advertised-opening distribution
    • saskjobs-homepage-detail-index — Observed Saskatchewan opening control totals

    Boundaries

    • Advertised openings are not counted as GDP dollars.
    • The scenario is not a GDP forecast or causal impact estimate.
    • Sector tilts do not establish hiring, investment or productivity.

    Back-test: not-applicable. This is a bounded sensitivity analysis, not a predictive model.

  3. discretionary-income · sk-discretionary-income-v1

    Saskatchewan household discretionary-income scenario

    Saskatchewan communities mapped to published rent and MBM regions · Affordability model owner

    registered

    Formula

    Estimate annual statutory deductions with tax model ca-sk-2025-v2, convert scenario earnings to monthly net income, and subtract separately evidenced rent plus household-sized MBM transportation and non-shelter components.

    Material inputs

    • 14-10-0417-01 — Published occupational wage evidence
    • 34-10-0133-01 — Published surveyed rent evidence
    • 11-10-0066-01 — Market Basket Measure components
    • 11-10-0104-01 — Household-size Market Basket Measure totals

    Boundaries

    • Not tax, financial or relocation advice.
    • Not a promise that a wage, rental unit or job is available.
    • A positive remainder is not proof that a household can afford a community.

    Back-test: partial. Tax, CPP and EI parameters are checked against official rates; household outcome back-testing requires consented longitudinal outcomes.

  4. labour-pressure · labour-pressure-v1

    Aggregate labour-pressure indicators

    Saskatchewan province and governed sector/credential cohorts · Labour intelligence model owner

    registered

    Formula

    Compute posting-to-holder or posting-to-candidate ratios only where the governed denominator exists and the cohort meets the suppression floor.

    Material inputs

    • ea639e28-c0fc-48bf-b5dd-b8899bd43072 — Provider-qualified posting and demand evidence

    Boundaries

    • Not proof of a labour shortage, vacancy rate or available worker count.
    • Not suitable for individual ranking or adverse decisions.
    • Preview postings must not be described as current employer demand.

    Back-test: pending. Comparison against later vacancy and employment outcomes is not yet implemented.

Model registry | VeilPoint Opportunity Exchange