Lists deal contacts with AI-classified roles and confidence scores.

How it works 8 steps

Inspect the data fetches, transforms, gates, and output this recipe runs.

Data fetch

▼ contacts deal-contacts-hubspot

Fetch contacts from hubspot

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Process (7 steps)

⚠ guard_no_contacts guard

Stop if contacts is empty

■ hash_names hash_replace

Anonymize sensitive fields for safe AI processing

■ prepare_ai_data map

Extract from each item

✦ ai_classify_roles ai-classify

AI classifies data into one of the given categories

skip: config.enable_ai equal false

■ restore_names hash_restore

Restore anonymized fields back to real values

■ build_table_rows map

Extract from each item

■ contacts_table to_table

Format results as a data table

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Output

table contacts_table

Settings 1 configurable

Configurable at install. Defaults shown — change them anytime in Recued.

enable ai toggle = on