Expert Temporal Consulting & Development for Agentic AI Systems
Launch working AI agents with confidence. No internal AI team needed.
As Temporal engineering partners with 3+ years of experience building agentic AI systems on top of Temporal, we help teams bring the OpenAI Agents SDK + Temporal integration from proof of concept to production-ready. Our team contributed to Temporal PHP SDK, spoke at Replay about building agents, and built Wippy.ai – a production-ready runtime for creating agent workflows durably. Whether you have no internal AI team, wanting to deploy LLM-powered tools, or looking for a reliable Temporal solution partner for OpenAI Agents, Spiral Scout helps you build fault-tolerant, observable, and scalable agentic 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 to Temporal Cloud
AI Implementation Dev Pods
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
Our pre-trained AI engineers integrate, test, and help your team migrate from demo agents to production-ready systems in weeks, not quarters. From PoC acceleration to full deployment, we make sure your agents are reliable, scalable, and easy to deploy.
Our Temporal consulting tech stack
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Temporal SDKs
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Golang
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Java
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.NET
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PHP
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Node.js
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Python
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Ruby
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JavaScript
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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 and 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 Analytics
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Metabase
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Tableau
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Grafana
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AI and 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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Llama.cpp
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DeepSeek
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Free Cheat Sheet: When to Call Spiral Scout for Agentic AI with Temporal
Download the guide to learn exactly when it’s time to call in an AI Implementation pod and how we can help you scale durable AI agents with confidence.
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.
We can help your team deploy scalable, fault-tolerant AI agents with Temporal without starting from scratch.
OUR AGENCY Certifications & AWARDS
GET A 30-min agent readiness assessment

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 agentic workflows, we will use our experience and AI implementation pods to get the job done quickly and with quality.
We start with a consultation (led by the engineers who wrote one of Temporal’s SDKs), map your use case, help you design abstraction layers, map existing approval patterns, design workflow decompositions, write custom DSLs, or design agent distribution strategies (just to start) – 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.
Absolutely. This is where the rubber hits the road and where other teams fall off. We specialize in taking early agent prototypes and moving them to durable production systems using Temporal, OpenAI’s Agent SDK and Wippy. We’ll examine carefully and re-architect workflows so we build you the observability and controls you need to be production ready at scale.
Less time writing glue code or maintaining your own workflow enginer. More confidence in system reliability. Faster speed going 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.
We provide Temporal consulting and development with Wippy, our Temporal-based runtime, to take agentic AI from demo to production. That includes:
OpenAI Agents SDK + Temporal integration for durable execution and replay-safe runs
Embedding agents into existing product workflows, not side demos
Human-in-the-loop approvals mapped to Temporal activities (Slack, email, ticketing)
Incremental migration of one workflow step at a time, no rip and replace
Domain DSLs and MCP-ready abstraction layers so agents call your business logic through clean commands
Distributed processing and multi-tenant isolation with the right task queues and namespaces
Compliance-grade audit trails of agent decisions and data access
Fault-tolerant error handling, retries, fallbacks to humans, and versioned rollbacks
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