Integration evidence
What Each Connected Source Contributes
No single system can explain why a company commitment is at risk. A project tracker may show delay, source control a stalled review, and a revenue system an unchanged customer date. Each source is partial; the value comes from understanding the relationship between them.
- Source contributionEach system answers a different part of the operating question.
- Permission boundaryVisibility depends on the provider and authorized access.
- Evidentiary limitConnected data supports judgment; it does not establish causality.
Give every source a job
An integration is useful when it contributes evidence to a specific decision. Work systems can show ownership and progress. Engineering systems can show review or reliability conditions. Commercial systems can show whether the external commitment changed. None is a complete account on its own.
The current public registry
ShiftLoom’s registry currently represents 16 providers across four operating groups. Provider availability, accessible fields, and supported workflows may differ during the closed pilot.
- People & communication: Slack, Gusto, BambooHR
- Work & knowledge: Notion, Google Docs, Confluence, Jira, ClickUp, Linear, Asana
- Product & engineering: GitHub, Datadog, PostHog
- Finance & revenue: Stripe, QuickBooks, HubSpot
Permission defines visibility
Connections use OAuth where supported and require explicit authorization. The fields available to ShiftLoom depend on the connected provider and the permissions granted during setup. A connection does not turn ShiftLoom into the source of record or remove the need to validate evidence in the original system.
Connection is not conclusion
More connected data does not automatically produce a better decision. Evidence must still be relevant to the same commitment, aligned in time, and interpreted with material uncertainty visible. A relationship between signals can justify review; it does not by itself prove cause or outcome.
Integration availability and accessible fields vary by provider and pilot configuration. Confirm required sources before connecting data. Review the Privacy Policy for current processing details.