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.

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Economy · evidence operations

Municipality evidence coverage

17 cities · 149 towns

This manifest turns confidence into a municipality-by-municipality work queue. It shows which public model inputs are present, which local evidence and validation gates remain, and the next defensible data action. Missing evidence is never treated as zero.

Cities172021 SGC type CY
Towns1492021 SGC type T
Tier C64Public-source estimate
Tier D102Profile only

Evidence-domain coverage

166
Official geographic identity166/166

model-input · 0 missing

Census population and dwellings166/166

model-input · 0 missing

Employer-business activity158/166

model-input · 8 missing

Resident-income measure156/166

model-input · 10 missing

Audited municipal fiscal context5/166

context-only · 161 missing

Model-relevant municipal administrative data0/166

confidence-gate · 166 missing

Direct municipal validation0/166

confidence-gate · 166 missing

City and town manifest

6 shownJSON →
All typesCitiesTownsTier CTier DAll tiers
All regionsNorthern / NordPrince AlbertRegina–Moose MountainSaskatoon–BiggarSwift Current–Moose JawYorkton–Melville
Evidence coverage, confidence gates and next actions for every Saskatchewan city and town.
MunicipalityRegionTierPublic inputsLocal contextA/B gatesNext action
HumboldtcityPrince AlbertC4/4missing0/2Add a governed model-relevant municipal administrative source and a second local corroborating domain for Tier B.
Lloydminster (Part)cityPrince AlbertC4/4missing0/2Add a governed model-relevant municipal administrative source and a second local corroborating domain for Tier B.
Meadow LakecityPrince AlbertC4/4missing0/2Add a governed model-relevant municipal administrative source and a second local corroborating domain for Tier B.
MelfortcityPrince AlbertC4/4missing0/2Add a governed model-relevant municipal administrative source and a second local corroborating domain for Tier B.
North BattlefordcityPrince AlbertC4/4missing0/2Add a governed model-relevant municipal administrative source and a second local corroborating domain for Tier B.
Prince AlbertcityPrince AlbertC4/4available0/2Add a governed model-relevant municipal administrative source and a second local corroborating domain for Tier B.

Tier B requires governed model-relevant municipal administrative evidence plus a second local corroborating domain. Tier A additionally requires direct municipal review, reconciliation, an organizational steward and an agreed refresh cycle.

Municipality evidence coverage | VeilPoint Opportunity Exchange