Govern your AI access. Monetise your data. Inside every tool that consumes it.

Matter AI is the commercial and governance gateway between your data and the AI agents, internal apps, and external subscribers that depend on it.

See what a governed, metered layer over your data could be worth.

Let's talk

Your proprietary data should be powering every AI that touches it. Governed, audited, and paid for on your terms.

AI is already answering your clients' questions. It is drawing on publicly available information, on generic models, on whatever it can access. Your years of proprietary data, your research, your market intelligence, your institutional knowledge: none of it is in the room.

That changes the competitive dynamic permanently. The organisations that get their proprietary data into the AI consuming it, on their terms, will become indispensable. The ones that do not will watch both their value and their control quietly erode.

Matter AI makes that happen.

How We Help

Mapping your data

You have valuable data and AI consumers asking for it. Less clear is how to structure it for governed, metered access at scale.

Connecting it securely

Your data is organised. You need it connected to the AI agents, apps, and subscribers that consume it. MCP-native, with REST and other integrations alongside.

Adding the commercial layer

Connections are in place. You need access controls, audit, metering, and (for external subscribers) billing to turn raw access into a controlled commercial product.

Wherever you start, Matter AI takes you from raw data to a governed commercial product.

How It Works

Simple mechanism.
Serious commercial outcome.

Whether you're validating what your data is worth, preparing it for integration, or adding commercial infrastructure on top of an existing MCP setup, Matter AI takes you from raw data asset to recurring revenue stream.

Connect once, run continuously.

Once live, it runs. AI agents, internal apps, and external subscribers get governed access to the data they need. You get the audit trail, the meters, and (where you're charging for it) the revenue.

You stay in control.

Your data does not move. It does not get copied. You set the access rules and the prices. Matter AI enforces them and meters every call.

Works with what you have.

MCP-native for AI agents, REST for everything else. Connects to your existing systems, including Palantir Foundry, Postgres, Pinecone, and document stores. No rip-and-replace.

Who It Is For

Built for businesses where AI is already touching your data.

You do not need to be a data company. You need data that matters, and AI consumers already touching it. Whether you want to monetise that access, govern it, or both.

Proprietary research, forecasting or sector intelligence.

Your clients are already asking their AI the questions they used to ask you. Matter AI puts your data inside those tools and creates a licence revenue stream alongside your existing model.

Transactional or behavioural data.

Customer interactions, purchasing patterns, workforce movement, audience engagement. Data your clients would pay to have informing their AI decisions if there were a clean, governed way to connect it. There is now.

An editorial or content archive.

A decade of sector coverage, proprietary indices, curated datasets. Significantly more valuable when queryable inside enterprise AI than sitting in a document library.

Multiple AI agents already running internally.

If your teams are already using Claude, Copilot, and a growing list of agents over your data, you need governance and audit before sprawl becomes a liability. Matter AI puts every consumer behind a policy, with full audit on every action.

Who We Are

Enterprise infrastructure. Founder-led. Built to last.

Matter AI is an Amplifi Studio venture. Amplifi has spent over a decade building data and AI infrastructure for enterprise clients, including FTSE 100 organisations.

The founders have built and scaled multiple SaaS ventures, including Shorthand and Holoscribe, both of which reached enterprise clients across media, publishing and the third sector before successful exits.

Amplifi is a Palantir Foundry partner. Matter AI works alongside Foundry, so customers with existing Foundry deployments plug their ontology and pipelines straight in. Customers without Foundry get the same outcome through Matter AI's own connectors.

Your data is a commercial product you have not packaged yet.

You are sitting on years of proprietary data with no clean way to govern, meter, or commercialise it inside AI. That is the problem Matter AI solves.

Make your data matter.