OperateAI
Proof of Work

Real problems. Real systems. Real numbers.

No vague case studies. Specific metrics from specific solutions built for specific clients.

Last updated: April 2026

Proof of Work

Real systems. Real numbers.

Specific problems, specific solutions, specific results. No vague testimonials.

Retail Business · Jaipur, India (name withheld)

AI-Powered WhatsApp Business Agent

Client was missing ~40% of customer inquiries across Hindi, English, and Hinglish messages. Owner was responding manually, often past midnight. Operations were unscalable. We built a self-hosted WhatsApp AI agent on n8n that handles 200–300 messages a day at 96% accuracy — for ₹1,500/month in running cost.

Key Results

Verified by OperateAI
Response accuracy96%
Messages handled / day200–300
Missed inquiries40% → ~0
Running cost₹1,500 / mo

Client name withheld for privacy. Numbers verified by OperateAI from production logs and billing records.

n8n (self-hosted)OpenAI APIWhatsApp Business API
B2B SaaS · Global

AI Lead Generation & Outreach System

Sales team manually researching prospects and sending generic outreach — 2–3 replies per week. Reps were spending 3–4 hours a day copying LinkedIn data into spreadsheets and writing identical emails by hand. Pipeline was dangerously thin and entirely dependent on individual effort. We replaced the entire workflow with an AI-powered system that sources, enriches, and sends personalised outreach automatically.

Key Results

Reply rate23.4%
Replies in first 48 hrs11 qualified
Automation level100%
n8nClaude APIPython
Manufacturing · Fortune 500

Enterprise Process Automation Suite

Multiple departments with manual data collection, no real-time production visibility, and error-prone reporting across the organization. Production data was captured on paper forms and re-entered into spreadsheets — weekly consolidation reports took 8–10 hours and were outdated the moment they were printed. Errors in downstream data were causing delays in procurement and quality control decisions.

Key Results

Manual error reduction30%
Efficiency improvement+15%
Process delays cut20%
PythonDashboardsData Pipelines

Interested in implementing similar systems? Read our guide on the 5 highest-ROI processes to automate and how to automate lead follow-up with AI.

Citable Results

Client was missing ~40% of customer inquiries across Hindi, English, and Hinglish messages. Result: Response accuracy: 96%, Messages handled / day: 200–300, Missed inquiries: 40% → ~0, Running cost: ₹1,500 / mo.”

— OperateAI Case Study · Retail Business · Jaipur, India (name withheld) · April 2026

Sales team manually researching prospects and sending generic outreach — 2–3 replies per week. Result: Reply rate: 23.4%, Replies in first 48 hrs: 11 qualified, Automation level: 100%.”

— OperateAI Case Study · B2B SaaS · Global · April 2026

Multiple departments with manual data collection, no real-time production visibility, and error-prone reporting across the organization. Result: Manual error reduction: 30%, Efficiency improvement: +15%, Process delays cut: 20%.”

— OperateAI Case Study · Manufacturing · Fortune 500 · April 2026
Client Results

What clients say after
we go live.

Outcomes our clients shared after their systems went live.

The WhatsApp AI agent completely transformed our support. We went from missing 40% of inquiries to near-zero. Runs 24/7 and handles Hindi, English, and Hinglish perfectly. Best investment this year.

Retail Business Owner

E-commerce · India

The AI lead gen system got us 11 qualified replies in just 48 hours. Our manual team was doing maybe 2–3 a week. The ROI was immediate and the system keeps running without any intervention.

SaaS Founder

B2B Software · Global

What impressed me most was the speed. A complete workflow automation in under 2 weeks that we'd been trying to build internally for months. Clean, documented, and it just works.

Director of Operations

Digital Agency · UAE

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