Technical Teams
The AI context platform your team builds on
Metal structures everything your firm knows and serves it to any AI through an open API and native MCP — so your engineers, data, and AI teams build faster on a foundation you control.
Don’t rip and replace your stack. Build on it.
Metal doesn’t replace the AI your team already uses — it makes it know your firm. We sit between your systems of record and the tools your team works in, and we build alongside you: the hard parts of becoming AI-ready are ours.
Extensible by Design
A fully open API and a native MCP server.
Every object in your Context Graph is reachable through a documented API and a native Model Context Protocol server. Wire Metal into Claude, ChatGPT, Copilot, or your own agents — no new platform to learn, just the context your firm already has.
Connect via MCP
Developer Surface
Documented REST API
API
Native MCP server
MCP
Webhooks & event streams
Events
Workflow Engine
Event & schedule triggers
Trigger
Composable steps & agents
Steps
Human-in-the-loop review
Review
Automate the repeatable work, your way.
Compose triggers, steps, and agents into workflows that match how your firm actually operates — stage by stage. Keep humans in the loop where judgment matters, and version every change.
The context platform for everything your firm wants to build.
Metal structures your files and systems of record into a queryable Context Graph — resolved, deduplicated, and permission-aware. Point your own models and experiments at it and ship AI features on a foundation that already knows your firm.
Context Graph
Structured deal objects
Graph
Grounded retrieval
Retrieval
Bring your own model
BYOM
Do the work once — not on every prompt.
When context is structured upfront, every query is a lookup — not a re-derivation. Fewer tool calls, fewer tokens, and consistent answers at the scale your team runs.
Fewer tool calls
Context is resolved before the prompt, so agents stop re-crawling raw files on every chat.
Lower token cost
The hard work is amortized across the firm — not re-paid in every analyst’s conversation.
Consistent & traceable
Every answer lands on the same reconciled source of truth, with provenance back to the document.
Enterprise control, by default.
Metal respects the boundaries your firm already has — and gives your platform team the controls to prove it.
Granular permissioning
Inherits and enforces your existing source-system permissions, so every user and agent only ever sees what they should.
Data controls & isolation
Logically isolated per firm, encrypted in transit and at rest, never trained on, and fully exportable and deletable on exit.
Admin & governance
SSO, role-based access, and audit logs give admins one place to manage access and answer who-saw-what.
A team beside yours, start to finish.
Your effort is small and front-loaded. The hard parts are ours.
We do the heavy lifting
We connect your sources, clean the duplicates and stale records, and structure the mess — so your team doesn’t have to.
You stay in control
Read-only connections, your permissions, your model choices. Metal is infrastructure you configure, not a black box you hand over.
Built alongside your team
From first connection to firm-wide rollout, we partner with your engineers and AI leads — first answers in days, full value in weeks.
SOC 2
+ ISO 27001, independently audited
0
training on your data — ever
MCP
native — works with any AI client
30–60
days to full value
