Expert Temporal Consulting & Development for Agentic AI Systems
Build durable AI agents. Orchestrate workflows that scale. Go from demo to production with Spiral Scout.
As Temporal engineering partners with 3+ years of experience building agentic AI systems on Temporal, we help teams bring the OpenAI Agents SDK + Temporal integration from proof of concept to production. Our team contributed to Temporal PHP SDK, spoke at Replay, and built Wippy.ai – a production-ready runtime for running agent workflows durably.Whether you’re migrating from legacy infrastructure, deploying LLM-powered tools, or looking for a reliable Temporal solution partner for OpenAI Agents, Spiral Scout helps you build fault-tolerant, observable, and scalable systems – fast.

Key Temporal Consulting Services
From Temporal Workflows to Reliable AI Agents. You’re Not Just Hiring a Vendor – You’re Partnering with Agentic Industry Experts.
Spiral Scout has helped enterprise and AI product teams ship production-ready workflows using Temporal-powered orchestration, and we’ve contributed directly to the Temporal core codebase and SDK. You’re not just getting implementation support, you’re getting engineers who know how to harden systems for scale.
We offer:
Custom Temporal Workflow Architecture
Multi-Service Integration
Migration from Legacy Systems
Temporal Cloud Adoption
Durable orchestration
Agentic AI Workflow Development
Temporal-Based Team Training
Temporal-Based Expert Consulting
Advanced Debugging & Monitoring
Stateful Task Management
PoC audits and production migration plans
Our Proven Temporal Development Process
Workflow & Infrastructure Analysis
We evaluate your existing systems and identify how to add durable execution to your OpenAI Agents SDK setup using Temporal. We define bottlenecks, critical failure paths, and observability gaps, then build a roadmap for integration.
Workflow Design & Optimization
We architect stateful, fault-tolerant workflows tailored to agent behavior, including self-healing retries, tool orchestration, and multi-tenant control. These patterns allow you to build production-ready AI agents with scalable foundations.
Integration & Enablement
We integrate, test, and help your team migrate from demo agents to production-grade systems. From PoC acceleration to full deployment, we ensure your agents are reliable, scalable, and easy to operate.
Our Temporal consulting tech stack
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Programming languages and frameworks
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Java
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Golang
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.NET
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PHP
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Python
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Ruby
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JavaScript
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Node.js
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Angular
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Flutter
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Swift
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DATABASES:
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PostgreSQL
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MySQL
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Mongo DB
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Redis
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ClickHouse
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Infrastructure:
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AWS
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Kubernetes
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Docker
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GitHub
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Gitlab CI/CD
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Jenkins
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Terraform
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Elasticsearch
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Firebase
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Retool
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Cloudflare
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Monitoring u0026 Analytics:
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Datadog
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Sentry
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Prometheus
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Zabbix
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Google u003cbru003eAnalytics
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Metabase
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Tableau
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Grafana
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AI u0026 Machine Learning
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Wippy.ai
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Claude
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Co-pilot
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Midjourney
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ChatGPT
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Semantic Kernel
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CrewAI
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Autogen
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Gemini
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Dify
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Llama.cpp
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DeepSeek
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best practices for building AI agents on Temporal
Download our best practices and solutions for deploying AI agents to your Temporal infrastructure
WHY ENGINEERS & CTOS TRUST SPIRAL SCOUT FOR TEMPORAL HELP
We go beyond basic consulting. We bring reusable agent scaffolding, runtime tooling, and a team that’s built production-ready agent platforms, including our own.
Production-Ready Agent Workflows
We implement durable orchestration for OpenAI Agents using the official Temporal plugin. Our patterns make sure that long-running agents don’t fail silently and recover automatically.
3+ Years Building Agentic Systems on Temporal
We’ve delivered agent workflows across real-world use cases, not just tutorials. From AI QA automation (AQA) to agent copilots in enterprise apps, we’ve seen the scaling challenges firsthand.
Powered by Wippy Agent Runtime
Wippy is our open-source runtime for deploying, monitoring, and scaling OpenAI Agents SDK workflows on Temporal. It adds:
- Multi-tenant isolation
- Self-healing retries
- Versioned rollbacks
- Rich observability out of the box
If you want a temporal-powered AI platform that skips the boilerplate, Wippy gets you there.
Faster Time to Market
We reduce time-to-production by offering prebuilt tooling, ops support, and agent deployment scaffolding – so your team can ship without burning cycles on infrastructure.
Cost Optimization
Avoid wasteful always-on infrastructure. Temporal ensures tasks only consume compute when active.
Built by Core Contributors
We helped build Temporal PHP SDK and continue contributing to open source. We’ve lived through the edge cases, so your team benefits from that experience.
Future-Proof Scalability
Build with the same orchestration engine used by Stripe, Snap, Instacart, and Netflix—ensuring your workflows scale as your business grows.
The Business Impact of Temporal & Spiral Scout
Durability matters. When your AI agents run production tasks – not demos – you need reliability, retries, and visibility. Spiral Scout consulting brings:
– Faster PoC-to-production migrations
– Better failure handling and rollback strategies
– Clear observability into multi-step workflows
– Infrastructure cost reduction via just-in-time execution
– Enterprise-level scalability used by Stripe, Snap, Instacart – and now you
Our Wippy agent runtime helps your team deploy scalable, fault-tolerant AI agents with Temporal – without starting from scratch.
OUR AGENCY Certifications & AWARDS
TALK TO THE GUY WHO WROTE a TEMPORAL SDK

Your questions, answered
The SDK makes it easy to define tools and logic – but not to run agents in production. Temporal adds durable execution, retry logic, state management, and observability – critical for real-world AI workflows.
Because we don’t just know Temporal – we’ve used it to build real platforms. From AI-based quality assurance to custom CPQ tools, we’ve deployed production-grade agents using the OpenAI Agents SDK + Temporal before the integration was public. Our internal runtime, Wippy, cuts months off agent deployment timelines. If you’re serious about building durable AI workflows, we’re the engineering partner you want.
We start with a consultation (led by the engineers who built Temporal’s PHP SDK), map your use case, and scope the right approach – from workshops to full-stack implementation. We can train your team or take your project all the way to deployment. Post-launch, we support scaling and long-term success.
Yes. We specialize in taking early agent prototypes and moving them to durable production systems using Temporal and Wippy. We’ll re-architect workflows and build you the observability and controls you need.
Less time writing glue code. More confidence in system reliability. Faster cycles from PoC to production. We help reduce manual work, improve fault tolerance, and give teams the scaffolding they need to scale durable AI agents across environments.
Wippy is a ready-made runtime layer that handles everything around the plugin:
- Multi-tenancy
- Rollbacks
- Logging & dashboards
- Deployment scaffolding
- It reduces boilerplate and operational complexity, so you ship faster.
Less time writing glue code. More confidence in system reliability. Faster cycles from PoC to prAbsolutely. We’ve built custom toolchains and memory stores for different agent verticals. If you’re extending the SDK, we’ll help you integrate that safely into Temporal-based flows.
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