Analyzes maintenance requests for safety/habitability regulation violations and flags urgent escalation needs using AI.

How it works 8 steps

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

Data fetch

▼ log deal-reader-hubspot

Fetch reader from hubspot

▼

Process (7 steps)

⚠ log_exists guard

Stop if log is empty

■ context_raw pick

Keep only specific fields from

■ hashed_context hash_replace

Anonymize sensitive fields for safe AI processing

skip: config.enable_ai equal false

✦ ai_analysis ai-extract

AI extracts structured fields from data

skip: config.enable_ai equal false

■ log_summary to_summary

Format results as a summary card

■ compliance_checklist to_checklist

Format results as an actionable checklist

skip: step.ai_analysis is_null

■ ai_summary to_summary

Format results as a summary card

skip: step.ai_analysis is_null

▼

Output

summary log_summary

checklist compliance_checklist

summary ai_summary

ai_analysis ai_analysis

Settings 1 configurable

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

enable ai toggle = on