# Thaumion — AI agents that run inside your cloud.

> Thaumion designs, deploys and operates AI agents inside your own AWS account — secure, observable and production-ready in weeks. Based in Sheffield, UK.

- Website: https://thaumion.com/
- Contact: hello@thaumion.com
- Book a 30-minute call: https://thaumion.com/contact/
- Location: Sheffield, United Kingdom

## Services

### AI Agent Pilot

A four-week, fixed-scope pilot: we pick one workflow, build a working agent and deploy it to your AWS account.

- Discovery workshop
- Working agent on real data
- Deployed with Terraform

### Production Deployment

Take agents from demo to production with infrastructure as code, least-privilege IAM, guardrails and cost controls.

- Amazon Bedrock & Lambda
- Guardrails & evaluation
- Security reviewed

### Agent Operations

Keep agents reliable after launch: monitoring, evaluation runs, model upgrades and monthly cost reports.

- Tracing & alerts
- Quality evaluations
- Spend dashboards

## How we work

01. **Diagnose** (Week 1) — We map your workflows, data and constraints, then choose the one use case with the clearest return.
02. **Pilot** (Weeks 2–4) — We build a working agent on your real data, inside your cloud, and measure it against agreed success criteria.
03. **Launch & run** (Ongoing) — We harden it for production, hand over the code and runbooks, and can operate it for you.

## Why Thaumion

- **Your cloud, your data** — agents run in your AWS account with your IAM, logging and network controls.
- **Infrastructure as code** — every resource is defined in Terraform and handed over.
- **Measured, not guessed** — success criteria are agreed up front and tracked with evaluations and cost reports.
- **Cloud engineering first** — AWS Solutions Architect and AI Practitioner certified.

## Thaumion Labs

- **AI task planner for iOS** (in development) — an agent that turns what you need to get done into a realistic plan for your day.

## FAQ

### Does our data leave our AWS account?

No. Agents run in your own AWS account using Amazon Bedrock and your existing security controls. We work with the access you grant and nothing is copied to third-party services without your approval.

### How long until we have something working?

The AI Agent Pilot delivers a working agent on your real data in four weeks, starting with a one-week discovery phase.

### Do we own the code?

Yes. Everything we build — application code, prompts and Terraform — is delivered into your repositories.

### What kind of workflows suit an AI agent?

Repetitive, text-heavy work with clear rules and a human who can review edge cases: support triage, document processing, internal knowledge search and operations runbooks are common starting points.

### Which models do you use?

We are model-agnostic. We usually start with models available on Amazon Bedrock and choose based on quality, latency and cost for your use case.