See llms.txt for all machine-readable content.
This workflow runs weekly to read supplier spend data from Google Sheets, detect overlapping suppliers across departments, estimate potential consolidation savings, and use Groq-hosted LLM analysis to assess risk and produce recommendations that are sent to Slack and emailed via Gmail.
Change weekly timing to daily, monthly or custom intervals.
Replace with:
Modify thresholds in Identify Overlaps & Calculate Savings node.
Customize prompt to include:
Replace Gmail or Slack with:
Detect multiple software vendors across departments and recommend consolidation.
Find duplicate stationery suppliers and reduce fragmented purchasing.
Identify overlapping transport partners across branches.
Analyze agencies used by multiple business units.
Merge duplicate raw material suppliers to gain bulk pricing.
There can be many more similar use cases depending on your business model.
| Issue | Possible Cause | Solution |
|---|---|---|
| Workflow not running | Trigger inactive | Activate workflow |
| Google Sheets error | Credential issue | Reconnect Google Sheets |
| No suppliers returned | Wrong sheet columns | Verify column names |
| AI response parsing failed | Invalid AI output | Improve prompt consistency |
| Slack message failed | Wrong channel or token | Reconnect Slack |
| Email not sent | Gmail auth expired | Reconnect Gmail |
| Wrong savings values | Incorrect spend data | Validate Monthly_Spend column |
| Duplicate suppliers missed | Name mismatch | Improve normalization logic |
Want help setting up this workflow, customizing supplier scoring logic, adding dashboards, integrating ERP systems or building advanced procurement automations?
You can hire n8n developers to help you deploy and customize workflows like this for real business use cases including AI automation, procurement systems, finance workflows and enterprise integrations.
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