Sales & Revenue· Heavy Machinery Manufacturer (110 Staff)
Autonomous Industrial Trade Show Badge Enrichment & Same-Day Outreach
How a Heavy Machinery Manufacturer (110 Staff) leveraged ReplaceAI autonomous agents to eliminate manual friction, achieving 15 mins vs 2 weeks and +160%.
15 mins vs 2 weeks
Lead Contact Speed
+160%
Meeting Conversion
0 hrs
Sales Rep Admin
The Manual Challenge & Bottlenecks
Business cards and badge scans gathered at expos sat in boxes for weeks before reps sent generic emails.
The ReplaceAI Autonomous Architecture
Badge photos uploaded to a Telegram bot are instantly OCR-transcribed, enriched with company metrics, and contacted.
Deployed Agentic Infrastructure:
Multi-Agent Event Ingestion via Telegram BotAutonomous Logic & Verification Gate via Apollo.ioState Synchronization & Ledger Storage via HubSpotContinuous 24/7 Health Monitoring & SLA Guarantee
Manual Clerical Slog
2-week delay in sorting paper business cards
Autonomous AI Execution
Instant 15-minute personalized follow-up with tailored equipment brochure
Measured Business Impact
- Achieved 15 mins vs 2 weeks improvement in core operational responsiveness.
- Eliminated clerical friction, yielding +160%.
- Delivered 0 hrs sustained bottom-line business value.
“Deploying ReplaceAI's autonomous pipeline transformed our operations. We eliminated clerical bottlenecks without adding headcount, and the 15 mins vs 2 weeks impact speaks for itself.”
Reza Mirbagheri
Director of Trade Marketing
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