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

← Opportunity Exchange

Municipal evaluation briefing · pilot preview

Swift Current in a connected Saskatchewan economic system

This is a demonstration briefing for evaluating the platform. It uses published public evidence where available and labels every modelled result. It does not imply City endorsement, procurement, partnership, or a live service launch.

Prepared for discussion
Published evidenceModelled estimatePilot capability

A defensible community briefing starts by separating what is measured from what is modelled.

The figures below are suitable for a product demonstration when their date and evidence state stay attached. Simulated postings, illustrative employers, modelled hiring flags, and preview home prices are intentionally excluded from this briefing.

Swift Current evidence snapshot

Dates travel with every figure
Population, 202116,750Statistics Canada Census
Businesses with employees954Statistics Canada · July 2025 reference, December 2025 release
Average 2-bedroom rent$999CMHC Rental Market Survey · October 2025
Rental vacancy5.5%Published snapshot · October 2025

Community GDP estimate

Modelled · not official GDP

Official Saskatchewan sector GDP is allocated using measured business, dwelling, and resident-income weights. Statistics Canada does not publish municipal GDP.

Inspect the full calculation →
Central, 2022$1.2BIncome/production blend
Model range$1.1B–$1.4BIncome ↔ production measures
Per person$71,078Derived from the model
ConfidenceCCalculation v2.1.0
  1. Real estate and rental and leasing10.1%
  2. Public administration8.8%
  3. Construction8.7%
  4. Educational services8.3%

What the City can evaluate

Community economic profile

A single view connects census identifiers, population, measured employer structure, modelled GDP, sector composition, rent evidence, and provenance.

Open community profile →

Economic model and audit trail

The community estimate exposes its benchmark year, calculation version, range, source weights, confidence tier, and residuals instead of presenting one opaque number.

Review economic model →

Labour-mobility experience

Role matching, pathway comparison, and relocation views demonstrate the intended workflow. Vacancy, training, employer, and housing-market rows remain pilot scenarios until live providers are approved.

Try the decision tool →

Source-aware machine access

The same governed evidence is available to people and software through pages, JSON, markdown, OpenAPI, and MCP, with truth state and provenance attached.

Review agent access →

Announcement boundary

Accurate today

  • VeilPoint has built a Saskatchewan economic-intelligence pilot.
  • The City is evaluating or being briefed on the platform, if the City approves that wording.
  • Published public datasets and versioned models are connected in one interface.
  • Swift Current has a source-aware community profile and a modelled GDP estimate.
  • Outbound SaskJobs discovery is active; applications remain on SaskJobs.

Not accurate yet

  • OEX accepts, tracks, or manages first-party job applications.
  • Illustrative employers, simulated postings, or modelled hiring are current market facts.
  • Community GDP is an official Statistics Canada or City measurement.
  • The City endorses, partners in, funds, or has procured the platform without written approval.

Recommended 20-minute briefing path

  1. Start here: evidence boundary and Swift Current snapshot.
  2. Open the full community economy calculation and sources.
  3. Demonstrate one role or relocation pathway as a pilot scenario.
  4. Close on governance, live-provider requirements, and a scoped pilot decision.
Review every data source →Platform status
Swift Current municipal briefing | VeilPoint Opportunity Exchange