Data products for the agentic era
Forge data products as containers of context.
AI decides at machine speed. It needs context. FLUID Forge compiles your data products — open source, governed, agent-native.
The shape of the problem
Four beats. One conclusion.
FAST.
Decisions in the AI Era happen at machine speed.
CONTEXT.
AI can keep up — if it has context.
PRODUCTS.
Context lives in data products. Self-contained. Governed.
FORGE.
FLUID Forge — the open-source compiler.
The signature tool
Map your
Periodic Table.
Every industry has a finite set of data products it needs. We've mapped them. Five minutes. No login.
How we work
Four phases. One working day to first prototype.
- 01
Before
Walk in with your sector's map.
- 02
Workshop
First prototype in a day.
- 03
Build
Parallel. No big-bang risk.
- 04
Turnkey
Teams own the methodology.
Industries
Same standard. Different products.
Who's behind this
We built the standard.
Founded on one observation: agentic AI would stall — not because the AI wasn't ready, but because the data wasn't.
Founder · Standard architect
Jeff Watson
Practitioner of enterprise data architecture across telco and public sector. Author of FLUID Enterprises. Currently building the standard the agentic era runs on.
- Open standard. No transformation that depends on lock-in.
- Methodology + tech. Architecture without ownership fails.
- Speed without shortcuts. Parallel makes months out of years.
- Diagnostic first. 30 minutes. If we can't help, we say so.
FLUID Command Center Early access
And then, observe everything.
The runtime companion to forge-cli. Where deployed data products live, get discovered, get governed, and get observed.
Marketplace
Install a data product.
Catalog
Find any deployed product.
Governance
Policy as contracts.
Analytics
Cost, freshness, usage.
Now is the moment
The window is open. Not for long.
AI capability is commoditising. Data architecture is the moat.