Two ways to work with SEAM.
SEAM Community and SEAM
SEAM Community
Coming soon - register for early access
The framework, methodology and starter materials behind SEAM. Free for individual practitioners and internal organisational use. Author definitions in YAML, run them through the SEAM resolver locally, audit one data source end-to-end.
Available in private preview. We're letting people in as the framework matures.
You're on the list. We'll be in touch as the framework matures.
SEAM
Cloud hosted. Implemented by Measurelab.
Multi-source governance for AI agents in production. Workshop-led discovery, full implementation, ongoing managed runtime. Every agent call resolved through your definitions, with a complete audit trail and the same answer every time.
Built for organisations with AI agents in production or on the roadmap, multiple data sources and an audit obligation that's getting louder.
Thanks. We'll be in touch within one working day.
What's included
| Community | SEAM | |
|---|---|---|
| Sources | Single source | Unlimited |
| Methodology | check | check |
| Multi-source governance | - | check |
| Cross-source entity resolution | - | check |
| AI Act audit trail | - | check |
| Cloud hosted by Measurelab | - | check |
| Implementation engagement | - | check |
| Ongoing support | Community (in preview) | Direct, ongoing |
| Availability | Waitlist | Talk to us |
A discovery call.
We start every conversation the same way. An informal call with someone from our team. We talk through your AI agents, the data sources you're hoping they can reason over, what's working, what isn't. No commitment. We tell you honestly whether SEAM fits and, if it does, what the right shape of engagement looks like from there.
Compliance regimes for AI agents are arriving fast.
The EU AI Act, ISO 42001, GDPR's AI extensions - all of them require what SEAM produces by default:
- check_circle An inventory of agent actions
- check_circle Traceable data flows
- check_circle Behavioural drift detection
- check_circle A complete audit trail
Building this yourself is a multi-quarter project. SEAM ships it on day one of an engagement.
Common questions, honest answers.
When does SEAM Community ship? expand_more
We're letting people in from the waitlist as each component of the framework matures. Register your interest and we'll be in touch when there's something for you to use.
What does an engagement involve? expand_more
It starts with a discovery call. We talk through your AI agents, your data sources, what's working, what isn't. From there we shape the right engagement together.
Can I self-host? expand_more
Not today. SEAM is cloud hosted by Measurelab. Self-hosted is on the roadmap.
How does SEAM compare to Atlan, Collibra or dbt's MCP? expand_more
Data catalogues are for humans browsing. SEAM is the intelligence layer for agents resolving. Use both. dbt MCP exposes your dbt project to agents; SEAM is a layer above, governing how those calls resolve regardless of source.
Are you taking partners? expand_more
Yes. The Get involved page covers three lanes: the founding customer cohort, design partners and a waitlist for consultancy or agency partners delivering SEAM engagements through accreditation.
What's the founding-customer arrangement? expand_more
The first cohort joins under preferential terms - direct line to the SEAM team, priority on roadmap input, named in our public materials, regular feedback sessions. Full details on the Get involved page.