Technology

How Continuous Identity Confidence works.

MindVault learns each person's interaction patterns on the desktop and in the browser, scores the session continuously, and sends the Human Confidence Signal to the security tools your team already runs.

Coverage
One lightweight sensor (desktop + browser)
Scoring
Continuous, throughout the session
Output
High · Medium · Low · Insufficient
Delivery
Your SIEM, SOAR, and ticketing tools
Four brushed-steel plates in a row, each notched with a chevron, as a beam of light passes through them and turns from blue to green

Architecture

How MindVault works.

Four stages. One signal. Built to fit the stack you already run.

  1. 01

    Covers the session, not just the tab

    One lightweight sensor covers the desktop and the browser. Same signal, same baseline, one score.

    Desktop + web
  2. 02

    A baseline for every person

    MindVault learns the way each person works: typing rhythm, key timing, pauses, and mouse movement. Everyone is measured against their own history.

    Personal baseline
  3. 03

    A confidence verdict, all session long

    Activity is scored continuously against the baseline as High, Medium, or Low. When activity is too light to judge, the verdict is Insufficient.

    Four clear levels
  4. 04

    Delivered to your stack

    Any SIEM, SOAR, or ticketing system that accepts a webhook can receive a MindVault verdict. You control the routing, the policy, and the response.

    Plugs into your stack

Deployment

One lightweight sensor. Deployed the way you already deploy software.

MindVault installs as a single lightweight sensor on each Windows device. Your IT team or managed service provider pushes it through the mobile device management (MDM) or software deployment tools you already use, with simple command-line switches. No hardware, no user clicks, and no change to how people work.

  1. 01

    Plan

    Pick the first group, usually high-risk teams like finance, admins, and help desk. Your organization handles employee notice, and we help with the language.

  2. 02

    Deploy

    Push the sensor through your MDM or software deployment tool, or let your MSP roll it out. Simple command-line switches install it silently.

  3. 03

    Learn

    Each device registers on its own and starts learning each user's interaction patterns in the background.

  4. 04

    Connect

    Send verdicts to your SIEM, SOAR, or ticketing tool. Your policy decides what happens next.

  • Single lightweight sensor
  • Desktop and browser
  • Silent install
  • Managed centrally

Operator Continuity

Is this still the person who logged in?

We call this Operator Continuity. MindVault measures it by comparing each moment of activity to the enrolled person's normal pattern. When a remote operator, an unattended desktop, or a shared login puts someone else at the controls, the Human Confidence Signal shows the change so your team can act on it.

Behavioral drift

Interaction patterns that stop matching the enrolled user.

Remote vs. local

Signs that the session is being driven remotely instead of by the person at the desk.

Session handoffs

The moment a different person takes over a signed-in session.

Bots and AI agents

Telling a human apart from software acting with that human's access.

In active development
  • High: matches baseline
  • Medium: worth watching
  • Low: review recommended
  • Insufficient: not enough activity to judge

Identifying the operators behind valid credentials

The attacks that survive a perfect login.

Each one starts with a completely valid credential. Checking the credential again will not catch them. Continuous behavioral visibility is the first step to exposing them.

Select a scenario

Illustrative exampleCredential valid

01 · The attack

An attacker talks an employee into installing a remote-access tool, or plants one quietly. The session stays valid. Someone else is driving it.

02 · What MindVault sees

Enrolled userDifferent pattern

Remote operation and an interaction pattern that no longer matches the enrolled user.

03 · What your SOC gets

A Low confidence verdict to your SOC.

What we're building

Built to grow with your stack.

The threats inside the session keep changing. So does MindVault.

In active development

Bot and AI agent signals

Separating people from automation and AI agents operating inside a valid session.

In active development

Native identity actions

Step-up verification through your identity provider, triggered straight from a verdict.

In active development

Packaged SIEM and SOAR connectors

One-click connectors for the platforms security teams use most.

In active development

macOS coverage

The same signal on the second major desktop platform.

Pilot framework

Three phases. No leap of faith.

Nothing touches your sessions until your team has seen the results. Design partners also help shape where MindVault goes next.

  1. 01

    Observe

    2 weeks

    Silent baseline collection. No impact on users.

  2. 02

    Validate

    30 days

    Your SOC reviews the confidence results with our team. MindVault uses one fixed, provisional alert rule today. Per-company thresholds are not available.

  3. 03

    Integrate

    Ongoing

    Verdicts flow into your response tools. Your policy decides the action.

Start an enterprise pilotQuestions first? Read the FAQ

Desktop and web · Plugs into your stack · Scoped with your team

Questions

How does MindVault help a SOC that uses AI agents?

AI-driven SOCs move fastest when they can trust their inputs. When an alert fires, one of the first questions is whether the real user is still at the keyboard. MindVault answers that question with a continuous confidence signal, so automated playbooks and AI agents have one more piece of evidence before they act.