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Spiral Scout: Production AI Systems & Software Engineering

We install systems, not headcount. We turn complex, high-stakes workflows into

Their llms.txt

The beginning of the file, from our validated copy saved 2026-10-21T14:29:48.282Z. Cached copy · Source on spiralscout.com

# Spiral Scout: Production AI Systems & Software Engineering

> We install systems, not headcount. We turn complex, high-stakes workflows into
> agent-driven production systems that run reliably and scale. Every system we
> build is owned and operated by the client — no vendor lock-in, no retainer
> dependency.

## Company Overview
Spiral Scout is a San Francisco-based software engineering firm founded in 2010.
We specialize in AI agent systems, durable workflow orchestration with Temporal,
and production-grade custom software. We authored the official Temporal PHP SDK
and built Wippy, an open-source actor-model runtime for deploying multi-agent AI
systems at production scale. We do not build demos or pilots — we build systems
that run in production and that clients own outright.

## Services

### AI & Automation
- [AI Readiness Audit](https://spiralscout.com/services/ai-implementation/ai-readiness-audit): We validate your data infrastructure and architectural constraints before code is written. We identify the gap between "demo-ready" and "production-ready."
- [AI Strategy & Architecture](https://spiralscout.com/services/ai-implementation/ai-consulting-and-software-development): End-to-end engineering for LLM integration. We build RAG pipelines and reasoning loops that respect business logic, latency budgets, and security requirements.
- [Agent Automation](https://spiralscout.com/services/ai-implementation/ai-agent-automation): Autonomous workflows built on the Wippy runtime. We design agents that handle state, retries, and human-in-the-loop interruptions without breaking.
- [Knowledge & Rules Engine](https://spiralscout.com/services/ai-implementation/expertise-automation): We capture tribal knowledge and encode it into specialized AI agents that execute complex cognitive tasks consistently at scale.
- [Workflow Orchestration (Temporal)](https://spiralscout.com/services/ai-implementation/temporal-consulting-development): We authored the official Temporal PHP SDK. We don't just use Temporal — we define the patterns for durable execution in the PHP ecosystem.

### Custom Software & Platforms
- [Custom Software Development](https://spiralscout.com/services/software-development/custom-software-development): Full-stack architecture designed for client ownership and independence from vendor lock-in.
- [Legacy System Modernization](https://spiralscout.com/services/software-development/legacy-modernization): Strangling monoliths without a risky big-bang rewrite. We use event-driven patterns and Temporal to decouple high-risk domains safely.
- [E-commerce Architecture](https://spiralscout.com/services/software-development/ecommerce-development): High-concurrency architecture for complex catalogs. We solve race conditions and inventory state problems that standard platforms ignore.
- [Shopify Development](https://spiralscout.com/services/software-development/shopify-development): Enterprise-grade headless implementation. We treat Shopify as a component in
…

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