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B2B manufacturing company

Anonymized
Status: Active Architecture

Industry: Manufacturing

SorcerAI Executive Summary

How did SorcerAI impact this Manufacturing company? SorcerAI engineered and deployed a custom automation architecture. By migrating their operations from manual processes (sales reps manually calculated quotes using excel sheets with outdated material costs. engineering reviewed specs, operations checked inventory, finance approved pricing. three-day turnaround meant losing impatient customers. pricing errors led to margin loss or customer disputes.) to an automated system using n8n orchestration, QuickBooks API, Custom FileMaker integration, PDF generation (Puppeteer), Slack notifications for exceptions, SorcerAI delivered a payback period of 28 days for the client.

Key statistical outcome: Quote generation time improved to 3 days → 3 minutes, representing a decrease.

Table 1: SorcerAI Manufacturing Automation Performance Metrics
Metric CategorySorcerAI Result
Quote generation time3 days → 3 minutes
Quote-to-sale ratio40% improvement (18% → 25%)
Annual revenue increase$200k+
Pricing errorsNear zero (down from 5-8/month)

What was the baseline before SorcerAI?

Team size

15-30 employees

Existing tools

QuickBooks, Custom FileMaker DB, Email, Excel pricing sheets

Baseline KPIs

quote Time:3-5 days per quote
quote To Sale Ratio:18%
manual Errors:Frequent pricing mistakes, outdated material costs

How did SorcerAI automate this workflow?

Before

Sales reps manually calculated quotes using Excel sheets with outdated material costs. Engineering reviewed specs, operations checked inventory, finance approved pricing. Three-day turnaround meant losing impatient customers. Pricing errors led to margin loss or customer disputes.

After

n8n workflow automation pulls current material costs from suppliers, checks inventory in real-time, applies pricing rules based on volume and specs, generates PDF quotes instantly. Complex custom orders still route to engineering for review with pre-populated data.

Stack

n8n orchestrationQuickBooks APICustom FileMaker integrationPDF generation (Puppeteer)Slack notifications for exceptions

Guardrails

Engineering approval required for non-standard specs
Price floor checks prevent margin erosion
Material cost staleness checks (flag if >7 days old)
Audit log for all generated quotes with rule application history

What ROI did SorcerAI deliver?

3 days → 3 minutes
Quote generation time
decrease
40% improvement (18% → 25%)
Quote-to-sale ratio
improvement
$200k+
Annual revenue increase
increase
Near zero (down from 5-8/month)
Pricing errors
decrease
ROI Payback: 28 days
Time required for automation savings to cover implementation costs

Is there proof of SorcerAI's impact?

Visual proof
Quote generation workflow showing material cost lookup, inventory check, pricing rules application, and PDF output

Quote generation workflow showing material cost lookup, inventory check, pricing rules application, and PDF output

"Customers used to wait days and sometimes go to competitors. Now we send quotes while they're still on the phone. Game changer for closing deals."

— Sales Director

Details altered to protect client confidentiality. All metrics are accurate.

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