---
title: Gorgias Scales AI Support Agents with Temporal Cloud
description: Case study: How Spiral Scout helped Gorgias deploy AI support agents serving 15,000+ e-commerce brands using Temporal Cloud. 60% automation rate, 62% higher conversions, 4 weeks to production.
canonical: https://spiralscout.com/case/ai-agentic-automation-ecommerce-support
---

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# Gorgias: AI Agentic Automation for E-Commerce Support | Spiral Scout Case Study

Spiral Scout helped Gorgias, a customer support platform trusted by over 15,000 e-commerce brands, expand its agentic AI capabilities using Temporal Cloud. When Gorgias began orchestrating thousands of concurrent AI agents while maintaining speed, reliability, and developer productivity, they turned to Spiral Scout—a Temporal-certified consulting partner and early innovator in agentic AI with Temporal.

## Key Results

| Metric | Result |
| :--- | :--- |
| **Support Requests Automated** | Up to 60% |
| **Conversion Rate Increase** | 62% higher |
| **Time to Production** | 4 weeks |
| **DevOps Workload** | Reduced with managed Temporal Cloud |

## About the Project

Gorgias's AI Agent delivers on-brand, personalized conversations that handle support requests and increase sales opportunities. When expanding its agentic AI capabilities, the engineering team wanted to orchestrate thousands of concurrent agents while maintaining reliability. Spiral Scout helped validate the right patterns and accelerate delivery.

**Objectives:**
* Validate Temporal as the orchestration layer for AI agents
* Enable retry logic and distributed transactions across APIs
* Design scalable architecture for parallel, asynchronous workflows
* Reduce DevOps overhead through Temporal Cloud hosting
* Accelerate time-to-production and internal adoption

## Challenges & Solutions

| Challenge | Solution |
| :--- | :--- |
| **Moving from Reactive to Proactive AI** — Expanding beyond basic "Where's my order?" queries to complex order cancellations and upsells required event-driven orchestration. | **Temporal Workflows for Multi-Agent Coordination** — After attending Temporal Replay 2024, Gorgias collaborated with Spiral Scout to design and test a Temporal Cloud workflow system with best practices for Workflows and Activities. |
| **Reliability Across Long-Running Flows** — Maintaining customer context during retries, latency, and asynchronous waits was critical for seamless experience. | **Durable Execution with Saga Patterns** — Implemented Saga patterns, retry strategies, and async step handling. Agents can pause, resume, and continue conversations reliably across channels. |
| **Bridging Multiple Tech Stacks** — AI models developed in Python, orchestration logic built in TypeScript. | **Unified Polyglot Workflows** — Leveraging Temporal's polyglot SDKs, integrated both environments into a single workflow ecosystem. |

## Project Strategy

* **Scoped Spike for Faster Learning:** Began with a focused proof of concept to validate Temporal's fit before scaling.
* **Certified Partnership for Speed and Quality:** As a Temporal-certified partner, Spiral Scout provided production-ready patterns and expert mentoring.
* **Iterative Delivery and Knowledge Transfer:** Short, outcome-focused iterations with testing, validating, and documenting every step.

## Technical Architecture

Each AI Agent runs as an independent Temporal Workflow:

* **Support Agent:** Handles customer inquiries
* **Sales Agent:** Identifies upsell opportunities
* **Manager Agent:** Synthesizes responses and routes to the right channel

**Technologies Used:** Python, TypeScript, Temporal Cloud

**Services:** Agentic AI with Temporal, AI Agent Automation, AI Consulting & Development, Temporal Consulting

**Industries:** Artificial Intelligence, Business Automation, E-Commerce, Retail, Technology

## Key Takeaways

* Temporal workflows enabled reliable, scalable orchestration for agentic AI
* Architecture improvements simplified iteration and cross-team collaboration
* Spiral Scout's Temporal and AI expertise accelerated the path from prototype to production

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## Ready to Scale Your AI Agents?

Looking to orchestrate multi-agent AI systems or bring reliable automation to your workflows? Partner with Spiral Scout—certified experts in Temporal consulting and agentic AI implementation.

Book a consultation: [Schedule with John Griffin](https://meetings.hubspot.com/john-griffin3)

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Spiral Scout | San Francisco, CA | (415) 903-0235 | team@spiralscout.com