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Atlas team workflows begin in public discovery and end in source-linked work products. A team should be able to find credible actors, inspect the evidence, save a working set, create a brief, track gaps, watch for changes, and export proof without losing the sources behind the record. This guide uses one concrete example: a nonprofit preparing to enter Phoenix wants a source-linked briefing on housing, wage theft, immigrant worker support, and related civic organizations.

Workflow map

Product screen references

Use these screens when checking the team workflow against the product. They are the user-visible anchors for the workflow, so each one should make the next action and the evidence boundary clear. The screenshots below show the briefing room and coverage workspace populated with local-mode demo data. Use them as the visual baseline for this workflow: briefs should preserve source counts and confidence state, while coverage should make gaps, next actions, and linked evidence counts visible. Atlas briefing room showing source-backed Detroit, Phoenix, and Milwaukee briefs. Atlas coverage workspace showing a Phoenix worker-power target with gaps, next actions, linked actors, and reviewed source counts.

Task 1: Build a source-linked briefing for Phoenix

1

Start in public discovery

Search for Phoenix and issue terms such as “housing”, “wage theft”, “tenant”, or “immigrant worker”. Open likely results and inspect their source panels.
2

Save actors into a workspace list

Save organizations, people, initiatives, and campaigns that have enough source evidence to review as a team. Keep the list focused: the first list should be a working set, not every possible result.
3

Create a brief

Open the briefing room and create a brief for the Phoenix entry effort. Add the saved actors, source links, issue context, gaps, and review state.
4

Name the confidence state

Use the brief to distinguish “ready to contact”, “needs source review”, “single-source lead”, “stale evidence”, and “coverage gap”. A useful brief shows uncertainty instead of hiding it.
5

Export the evidence

Export the brief when a field team, funder, editor, or partner needs a portable artifact. The export should preserve the source context, not just actor names.

Task 2: Track coverage for a new place

Coverage targets turn missing knowledge into an explicit workflow. For the Phoenix example, create targets such as: Each target should include geography, issue areas, actor types, source types, review state, gaps, linked discovery runs, and linked entries.

Task 3: Watch actors and coverage targets

Watching is for recurring review. Use it when the team needs to know whether a profile, brief, coverage target, or source-backed issue area has changed. Good watch candidates:
  • A coalition the team may contact.
  • A source-backed profile that needs freshness review.
  • A coverage target with gaps that should be revisited.
  • A brief that supports repeated field work.
Watching should not blur public and private context. Public profiles stay public; private notes, planning context, and renewal proof stay in the workspace.

Task 4: Run Scout locally, sync to Atlas, open the run

Scout is useful when a researcher wants a local or scripted discovery workflow before syncing reviewed results into Atlas. Start with reviewing Scout results when the run already exists, or run local discovery when the team needs a new pass.
1

Run Scout locally

Run a local Scout discovery for the place and issue set. Keep the raw local results so the team can inspect what Scout found before syncing.
2

Review what should become visible

Decide which entries should be public, which should remain workspace-private, and which should be left out until the source evidence is stronger.
3

Sync the run

Use POST /api/discovery-runs/syncs to send the selected Scout result to Atlas. The response includes the remote run id, entry visibility receipts, and links back to the workspace run.
4

Open the Atlas run

Open /discovery?run=<remote_run_id> and review the run in the workspace. Link the run to a brief or coverage target when it supports a team decision.
Atlas discovery screen showing location, state, issue-area selection, and recent discovery runs.

Task 5: Export proof without leaking private context

Proof matters for teams, but proof should stay tied to the right audience.

API handoff for teams

Human workflow and API workflow should describe the same model. Useful endpoints:
  • POST /api/discovery-runs/syncs syncs reviewed Scout results into Atlas.
  • GET /api/orgs/{org_id}/briefs lists workspace briefs.
  • GET /api/orgs/{org_id}/briefs/{brief_id}/export returns a source-linked evidence export.
  • GET /api/orgs/{org_id}/coverage-targets lists coverage targets.
  • GET /api/orgs/{org_id}/coverage-reports returns a coverage report.
  • GET /api/orgs/{org_id}/watches lists watched resources.
  • GET /api/orgs/{org_id}/usage-summary/renewal-packet returns renewal proof.
Read Workspace endpoints and visibility for entry_links, visibility receipts, and safe workspace endpoint usage.

Demo checklist

A strong team demo should feel like one continuous path:
  1. Search Phoenix and one issue in public discovery.
  2. Open a profile and inspect its sources.
  3. Save relevant actors into a workspace list.
  4. Create or open a brief.
  5. Add source-backed actors and gaps.
  6. Link a coverage target.
  7. Watch the actor or coverage target.
  8. Export the brief or coverage report.
  9. Explain which facts are public evidence and which context is private.
If the demo depends on unsupported claims, hidden internals, or private state appearing in the wrong place, the workflow is not ready for that user.

Trust and provenance

Interpret source evidence before putting actors into a brief.

Workspace endpoint safety

Use workspace APIs without leaking private context or misreading visibility.

Discovery API and Scout sync

Run local discovery, sync selected results, and open the workspace run.

Plans and pricing

Review workspace capabilities by plan.