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Human guide: work with your agent → Produce a small market sample with explicit inclusion rules. Review duplicate companies, excluded accounts, and unknown fields before expanding it.

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Before you start

Use an authorized workspace and a small file with stable source IDs. Have source access and your team’s acceptance policy available. This guide describes customer-authored logic, not an automatically enabled product policy.

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1. Understand the decision

A target market is a business definition. A provider query returns a population under its own coverage and filters. Test this fictional sample before calling providers:

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2. Inspect supported operations

Inspect a returned ID with deepline describe <returned-id> --json. Compare required identifiers, outputs, access mode, and price. A similar title does not establish that a contract fits.

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3. Implement the bounded workflow

Ask your agent to author tam-enrichment.play.ts using Write Plays. Have it declare the CSV input and preserve source IDs. Reuse existing contracts when they fit the transformation. Implement these rules explicitly:
  1. Define inclusion, exclusion, geography, and the company entity being counted.
  2. Preserve source identifiers and query coverage limits.
  3. Enrich only the fields required by the inclusion rule.
  4. Keep qualified, excluded, and unresolved accounts separate. Missing coverage is not proof of exclusion.
Keep external changes disabled for the first pilot. That control belongs in the authored logic, not a universal Play dry-run flag.

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4. Check and pilot

Prepare pilot.csv using CSV-safe selection. Then check the source:
Resolve authoring errors first. After reviewing source and price, run only the pilot:
Use the ID returned by the pilot. Select a returned dataset path when several exist. Provider-backed execution can incur usage.

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5. Verify the outcome

Reconcile account identities and inclusion evidence. Report source scope alongside counts instead of calling the export the entire market.
Every source ID has a result or explicit exception. The fictional cases follow the stated policy, and actual results retain their evidence.
Ask your agent why a record was accepted, held, or rejected. Correct the rule before expanding input or enabling external writes.

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Continue

Free company search supplies a starting path. Account enrichment covers field proposals.