Preventing workflow deadlocks with conditional human checks – any best practices?

Our automated compliance checks sometimes get stuck waiting for reviews that could’ve been avoided. I want to add smart intervention points where workflows only pause for human input when specific validation thresholds are breached. Has anyone implemented this using low-code solutions? How granular do your condition checks need to be?

Use Latenode’s JS editor to add conditional gates. We set validation rules that only escalate when risk scores exceed 80% confidence. Saves 20+ hours/week in unnecessary reviews. Full audit trail included. https://latenode.com

Key is defining clear exception criteria upfront. We use weighted scoring across multiple data points - only trigger human review when cumulative score crosses threshold. Reduces noise significantly.

we tried zapier filters but theyre too basic. ended up custom coding airtable automations. messy but works