Checkable AI decisions · Autonomy under human approval

A claim should arrive
with its evidence,
or not arrive as fact.

Metis Foundry makes two products. The Metis platform checks the facts in AI- and machine-generated reports against the organizations that issue them, and returns a decision with evidence anyone can re-run. Metis Fleet brings unmanned aircraft and ground robots from different vendors into one console, and a person approves each plan before it runs.

A decision, never a scoreHuman approval before actionTamper-evident records

The Metis platform

It asks the source,
not another model.

The Metis platform checks the facts in AI- and machine-generated reports against the organizations that issue them. Each check returns settled true, settled false, not decidable or unreachable, with the exact query and a fingerprint of the answer so anyone can re-run it. Claims that no source can settle go to a named person.

Try it free: check the references in a document →

Checked at the source

Each fact is put to the organization that issues it. Not to another model, and not to a copy of a copy.

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A decision, not a score

Settled true, settled false, not decidable or unreachable. There is no confidence number to argue over, and a settled false is evidence in its own right.

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Evidence anyone can re-run

Every check keeps the exact question it asked and a fingerprint of the answer, so a reviewer who was not in the room can repeat it.

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Silence is not evidence

When a source does not answer, the check says unreachable. A missing answer is never counted for a claim or against it.

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A named person for the hard cases

Whatever no source can settle goes to a named person. Their decision is recorded under their name, not averaged into a score.

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Tamper-evident records

Every check and every decision is written to a tamper-evident log, so an alteration is detectable rather than deniable.

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How a check works

Five steps. None of them is a guess.

The usual safeguard for AI output is another model’s confidence score, which leaves nothing a reviewer can re-check. Metis returns a decision, keeps what it was based on, and says so plainly when it cannot decide.

01

Claim

A fact from an AI- or machine-generated report, taken exactly as it was written.

02

Ask the source

Metis puts the question to the organization that issues that fact, not to another model.

03

Decide

Settled true or settled false when the source answers. Unreachable when it does not, and that never counts as evidence.

04 — Human

Escalate

Not decidable goes to a named person, who makes the call. Their name and decision are written into the record.

05

Keep the evidence

The exact question and a fingerprint of the answer are kept, so anyone can re-run the check and compare.


Evidence

Every answer carries what a reviewer will ask for.

Where did this fact come from, who confirmed it, and can I check it myself? A Metis check answers all three in the record itself, not in an email thread.

  • The exact question asked, and when it was asked
  • The organization that answered, or a record that none did
  • A fingerprint of the answer, so a later re-run can be compared with it
  • The decision: settled true, settled false, not decidable or unreachable
  • For anything a person decided, who decided it and when
  • A tamper-evident log, so an alteration is detectable rather than deniable

Where it applies

Anywhere a machine-written fact is about to be acted on.

AI now drafts the summaries, reports and data feeds people act on. A model can state a fact fluently and wrongly, and a poisoned input can make it do so on purpose. Metis sits between the draft and the decision.

Reports that feed decisions

The facts inside AI-drafted summaries and staff reports, checked before the report reaches the person who acts on it.

Compliance and due diligence

The facts in a due-diligence file checked against the organizations that issue them, with evidence a reviewer can keep on file.

Insurance

The facts behind a policy or a claim checked against the public record before anyone decides on them.

Research integrity

The facts in generated text checked at the source before they go out under your name.

Data passed between systems

Records handed from one system to the next are checked before they are trusted, and anything unsettled is flagged rather than passed on.

Review and audit

A check can be re-run later by someone who was not there, who gets the same answer or can see that the source has changed since.

Metis does not replace the source. It asks the source, keeps the answer, and tells you plainly when it could not get one.


At the source

Every fact has an issuer.
Metis asks it.

The facts a machine repeats were first issued by someone. Metis puts the question to that issuer and keeps the answer. Drag the globe.

Illustration · drag to rotateMetis · checked at the source

Metis Fleet · Unmanned systems

Metis Fleet — one console for unmanned aircraft and ground robots from different vendors.

Built for degraded and disconnected conditions. Safety limits and command authority are checked at the edge, beside the machines, and a person approves each plan before it runs.

Tested in simulation today. Details are available under NDA, and to Government teams on request.


Metis Fleet · Human approval

Machines plan. People approve.

In Metis Fleet a machine can draft a plan and check it, but only a person can approve it. The same rule runs through the Metis platform: what a source cannot settle goes to a named person.

01

Plan

One mission for aircraft and ground robots from different vendors, planned in one console.

02 — Human

Approve

A commander approves the exact plan. Nothing launches without that approval.

03 — Edge

Enforce

Beside the machines, the approval and the safety limits are checked again, so they still hold if the link drops.

04

Record

Every command and every approval leaves a tamper-evident record.


What else Metis does

Plan for the worst day.
Design the part you need.

Two more capabilities in the Metis application. Each one says what it is based on, and what it is not.

Emergency consequence planning

Model a chemical release, an explosion, an earthquake, a flood or a wildfire on a map of the real place. Metis shows the area likely to be affected and where to stage help, following published response guidance. It is a planning aid for protecting people, not a warning system.

More on emergency planning →

Design-to-print

Describe a part in plain words. Metis designs it to real dimensions and returns a file ready for a 3D printer, with the modeling done in your browser. Metis supplies the design, not the printer or the part.

More on design-to-print →

Metis Aletheia · Free scam check

Metis Aletheia — is this email a scam? Metis asks the source.

Aletheia is Greek for truth. Paste a suspicious email, or forward it to scamcheck@metisfoundry.com, and Metis checks whether the sender's own mail servers really sent it, where its links go, its attachments and any request for money. Athena reads what the email claims. You get a plain verdict, what to do next, and a free one-page report.

Free for everyone. Metis doesn't keep the emails it checks, only the verdict.


Mavis MedBase · Medication safety

Mavis MedBase — ask the bottle. It remembers, and it warns you first.

Talking caps for the pharmacy bottles people already have, with Mavis, a voice you can simply talk to. Ask what a medicine is, what it's for and when you last took it. If two medicines shouldn't be taken close together, the cap warns you first.

Medical Assistance Voice Interactive System. In development: prototype stage, not yet for sale.


Request a briefing

Start with a briefing.

Tell us what your team acts on and where it comes from: reports, records, or a mixed team of unmanned systems. We will show you the Metis platform or Metis Fleet working, and scope a pilot around your own sources.

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Who it is for

Built for the people who have to answer for the decision.

Government & defense

Facts in AI-drafted reports settled before they reach a decision, and unmanned teams where a person approves every plan.

Compliance & risk

Evidence an auditor or a regulator can re-run for themselves, instead of a score they have to take on trust.

Research & publishing

Facts settled at the source before they go out under your name.

Sign in

The platform runs in your browser.

Signing in opens the same application the desktop app runs. There is nothing to install. The desktop build is there if you would rather run it as an app, and both share one account.

  • Checks, decisions and the evidence behind them, for your account
  • The review queue, where a named person decides what no source could settle
  • Access you can revoke, and a record of every sign-in

Platform access

Open the live platform.

Sign in on the application itself. Every workspace on it shares one account.

  • Passwords are never stored in readable form, and every session can be revoked
  • Sessions expire on the server and can be revoked centrally
  • Every sign-in is written to the audit log
Sign in to Metis →

Tell us what you need checked.

Most facts your team acts on already have an issuer. Tell us what you rely on and where it comes from, and we will show you how Metis settles it, or tell you plainly where it cannot.

hello@metisfoundry.comSign in