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
AI agent consultancy · Sheffield, UK
AI agents that run inside your cloud.
We design, deploy and operate AI agents in your own AWS account — secure, observable and in production within weeks, not quarters.
AWS certified · Infrastructure as code · Your data stays in your account
- Amazon Bedrock
- AWS Lambda
- Step Functions
- Terraform
- OpenSearch
- CloudWatch
- Guardrails
- Evaluations
Services
From first pilot to agents you can rely on.
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
Four weeks to a working agent.
01 · Week 1
Diagnose
We map your workflows, data and constraints, then choose the one use case with the clearest return.
02 · Weeks 2–4
Pilot
We build a working agent on your real data, inside your cloud, and measure it against agreed success criteria.
03 · Ongoing
Launch & run
We harden it for production, hand over the code and runbooks, and can operate it for you.
Why Thaumion
Demos are easy. Production is the work.
- 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, so nothing depends on us.
- 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, with day-to-day experience running Kubernetes and Terraform in production.
Thaumion Labs
We build our own AI products too.
Labs is where we test ideas end to end — the same patterns we then bring to client work.
In development
AI task planner for iOS
An agent that turns what you need to get done into a realistic plan for your day.
FAQ
Questions we hear first.
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.
Let's find your first agent.
A 30-minute call to understand your workflows. You'll leave with at least one concrete use case, whether or not we work together.