Behavioral drift
Interaction patterns that stop matching the enrolled user.
Technology
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.

Architecture
Four stages. One signal. Built to fit the stack you already run.
One lightweight sensor covers the desktop and the browser. Same signal, same baseline, one score.
Desktop + webMindVault learns the way each person works: typing rhythm, key timing, pauses, and mouse movement. Everyone is measured against their own history.
Personal baselineActivity is scored continuously against the baseline as High, Medium, or Low. When activity is too light to judge, the verdict is Insufficient.
Four clear levelsAny 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 stackDeployment
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.
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.
Push the sensor through your MDM or software deployment tool, or let your MSP roll it out. Simple command-line switches install it silently.
Each device registers on its own and starts learning each user's interaction patterns in the background.
Send verdicts to your SIEM, SOAR, or ticketing tool. Your policy decides what happens next.
Operator Continuity
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.
Interaction patterns that stop matching the enrolled user.
Signs that the session is being driven remotely instead of by the person at the desk.
The moment a different person takes over a signed-in session.
Telling a human apart from software acting with that human's access.
In active developmentIdentifying the operators behind valid credentials
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
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
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.
01 · The attack
Someone steps away from a signed-in workstation. Someone else sits down.
02 · What MindVault sees
A new typing and movement pattern on the same account.
03 · What your SOC gets
A verdict your team can act on before a sensitive action completes.
What we're building
The threats inside the session keep changing. So does MindVault.
Separating people from automation and AI agents operating inside a valid session.
Step-up verification through your identity provider, triggered straight from a verdict.
One-click connectors for the platforms security teams use most.
The same signal on the second major desktop platform.
Pilot framework
Nothing touches your sessions until your team has seen the results. Design partners also help shape where MindVault goes next.
Silent baseline collection. No impact on users.
Your SOC reviews the confidence results with our team. MindVault uses one fixed, provisional alert rule today. Per-company thresholds are not available.
Verdicts flow into your response tools. Your policy decides the action.
Desktop and web · Plugs into your stack · Scoped with your team
Questions
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.