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TALA Workforce

Workforce dashboards and API access

Use dashboards and scoped integration tokens without bypassing the permission model.

Developer v2026.10 Updated 4 Nov 2026

Dashboards

Workforce dashboards can show registry totals, completeness, distribution, validation, and other configured measures. Always confirm the denominator and filter context before using a chart for staffing decisions.

API integrations

Create dedicated API tokens for integrations instead of sharing a human account. Give each token the minimum scopes required, record its owner and purpose, and rotate or revoke it when the integration changes.

Monitoring

Track failed exchanges, unusual request volumes, stale snapshots, and discrepancies between dashboard totals and source records.

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