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AI automation case studies

A closer look at practical AI systems, the workflows they connect, and the controls that keep people involved.

All case studies

Systems built around real work

3 case studies

AI Chatbots Jewelry

AI Support Chatbot for a Shopify Retailer

A stateful customer-support chatbot that connects ecommerce data, knowledge content, evidence collection and human handoffs.

Proof point

One guided workflow connects Shopify order context, Notion guidance, photo uploads and Reamaze escalation.

  • AI Chatbot
  • Shopify
  • Notion
  • Reamaze
  • Gemini
  • FastAPI
View case study

AI Agents / AI Chatbots Management

AI Agent for Strategic Alignment

A conversational AI workflow that structures company strategy, supports roadmap intake, and keeps people in control of review and submission.

Proof point

One guided workflow covers 22 strategic questions, document-assisted input, answer review, and roadmap prioritisation.

  • AI Agent
  • OpenAI
  • Next.js
  • Supabase
  • Airtable
  • Make
Read the case study

Workflow Automation Print-on-demand

From personalized orders to print-ready files

A multichannel workflow that centralizes eligible orders, prepares personalized artwork, and organizes production files for printing.

Proof point

One controlled workflow connects three order sources to SKU-based artwork preparation, production-specific outputs, status tracking, and human reprint controls.

  • Shopify
  • Amazon SP-API
  • Billbee
  • Dropbox
  • PostgreSQL
  • Python
View the workflow

AI & Workflow Automation Sales

Automating Sales Contact Data Preparation

A SaaS backend that coordinates prospect retrieval, email enrichment, AI-assisted data preparation, and delivery to sales workflows.

Proof point

One queued workflow connects six external business services and produces CSV, JSON, campaign, or webhook outputs.

  • Python
  • Flask
  • OpenAI
  • PostgreSQL
  • Sales Automation
View case study

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