Case Studies

Real Results from AI Automation

Not promises — concrete numbers from real PYROX AI deployments. See how businesses saved time, reduced errors, and scaled operations with custom AI agents.

M
E-commerce / SaaS Platform

How an EU E-commerce Seller Automated Listing Optimization Across 5 Marketplaces with AI

150+

listings optimized

5

marketplaces

4-6h

saved per listing

3 weeks

to full deployment

The Problem

An EU-based e-commerce company selling on Amazon, Allegro, eBay, Kaufland, and AliExpress was spending 4-6 hours per product listing — manually writing titles, bullet points, descriptions, and keywords for each marketplace. Every marketplace has different character limits, SEO rules, and compliance requirements. With 150+ active products and growing, the manual process was unsustainable. They also had no system for monitoring marketplace compliance changes or regulatory updates across the EU.

The PYROX AI Solution

PYROX AI built a full SaaS platform with three integrated modules:

  • AI Listing Optimizer: Paste a product URL or ASIN, and the AI generates marketplace-specific titles, bullet points, descriptions, and backend keywords — optimized for each platform's SEO algorithm. Supports Amazon, Allegro, eBay, Kaufland, AliExpress, and Rozetka with marketplace-specific prompts.
  • Compliance Monitor: Real-time monitoring of product listings against EU marketplace regulations — automated alerts when listings fall out of compliance, with AI-generated remediation suggestions.
  • Knowledge Base & News Aggregator: AI-powered Q&A system trained on marketplace documentation, plus automated news feed tracking regulatory changes across EU e-commerce.

Results

  • Listing creation time reduced from 6 hours to ~30 minutes per product
  • 150+ listings optimized across 5 marketplaces with consistent quality
  • Compliance violations caught before marketplace penalties — zero suspensions since deployment
  • Team can now focus on strategy instead of manual listing work

Tech Stack

FastAPI Next.js 14 Groq LLM Supabase n8n Docker Cloudflare Tunnel Stripe
G
Government / n8n Workflow Automation

16 n8n Workflows Transformed a Government Office — From 30-Minute Crisis Response to 2 Minutes

16

automated workflows

30h

saved per month

2 min

crisis response

$0

ongoing API costs

The Problem

A county government office in Poland managed social media, public communications, and crisis response manually. Staff spent 30+ hours per month on repetitive tasks: monitoring news, creating social media posts, responding to citizen inquiries, compiling newsletters, and managing crisis communications. Crisis response time averaged 30 minutes — an eternity when public safety information needs to reach citizens immediately.

The PYROX AI Solution

PYROX AI deployed 16 interconnected n8n workflows running on a dedicated server:

  • News Radar: Automated monitoring of local, regional, and national news sources — AI filters and categorizes relevant items for the county.
  • Social Media Machine: AI generates social media posts from news items, events, and announcements — maintains consistent tone and branding across platforms.
  • AI Chatbot: WhatsApp/Messenger bot answering citizen questions 24/7 using a knowledge base built from county documents and regulations.
  • Sentiment Monitor: Tracks public sentiment about county decisions and projects in real-time — alerts staff when negative trends emerge.
  • Crisis Publisher: One-click multi-channel crisis communication — pushes alerts to website, social media, WhatsApp, and email simultaneously.
  • Newsletter Generator: Automated weekly newsletter compiled from the week's news, events, and announcements — with AI-written summaries.

Results

  • Crisis response time dropped from 30 minutes to 2 minutes
  • 30 hours/month saved on repetitive communication tasks
  • Social media posting consistency improved — daily posts instead of sporadic updates
  • Zero ongoing API costs — using Gemini (free tier) for AI generation
  • Citizen satisfaction improved with 24/7 chatbot availability

Tech Stack

n8n Gemini AI WhatsApp (WAHA) Docker PostgreSQL Webhook API
C
Compliance / Regulatory AI

AI Compliance Monitoring: How a Marketplace Retailer Automated EU Regulatory Checks

49

API endpoints

24/7

monitoring

0

compliance penalties

< 5 min

alert response

The Problem

An EU marketplace retailer selling on Allegro and eBay faced constant risk of compliance violations — from incorrect product categorization to missing safety certifications and banned ingredient claims. EU regulations change frequently, and manual monitoring of hundreds of active listings was impossible. One missed violation could mean listing suspension or marketplace-wide penalties, directly impacting revenue.

The PYROX AI Solution

PYROX AI built a comprehensive compliance monitoring system with 49 API endpoints:

  • Automated Compliance Scanning: AI continuously scans product listings against EU regulations — checking titles, descriptions, images, categories, and claims for potential violations.
  • Real-time Alert System: Instant notifications when a listing falls out of compliance — with AI-generated explanation of the violation and specific remediation steps.
  • Regulatory News Tracking: Automated monitoring of EU regulatory changes that could affect existing listings — proactive alerts before new rules take effect.
  • AI Expert Q&A: Ask compliance questions in natural language — the AI answers based on actual marketplace documentation and EU regulations, with source citations.

Results

  • Zero compliance penalties since system deployment
  • Compliance issues detected and resolved in under 5 minutes instead of days
  • Team no longer needs to manually track EU regulatory changes — AI monitors 24/7
  • Confidence to expand to new marketplaces knowing compliance is automated

Tech Stack

FastAPI Next.js 14 Groq LLM Supabase n8n RAG (pgvector) Allegro API eBay API

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