Employee risk monitoring without surveillance

Security and compliance teams have real reasons to care about risky behavior from valid accounts. Most employees also have real reasons not to want their screens recorded. Vedric is built to detect risky behavior and explicitly does not do surveillance.

Currently supports Windows endpoints.

Problems with surveillance-based monitoring

Most "employee monitoring" tools rely on screen recording, keystroke capture, webcam check-ins, and screenshot timelines stored in a vendor cloud. They collect content nobody wants to be responsible for, and they create liability rather than reduce it. They also rarely answer the actual question: is this account's behavior drifting outside its normal pattern?

Drawbacks of surveillance tools

  • Content collection

    Recording screens and keystrokes captures sensitive information you did not ask for and now have to protect. Once that data exists, every breach scenario is worse.

  • Employee trust

    Visible surveillance changes how the organization works. Productive employees see it as a sign of distrust, and risky behavior moves to channels you do not see.

  • Legal exposure

    Many jurisdictions restrict monitoring. Examples include EU works councils, Quebec privacy law, and several U.S. states with biometric-data statutes. Content-level employee monitoring carries real legal exposure.

  • No behavioral signal

    Even where surveillance is permitted, video and keystrokes do not show whether this account is behaving like itself. That is a per-user behavioral question, not a content question.

How Vedric works

Vedric mainly reads endpoint behavioral metadata from process, command, authentication, network, file, and DNS sources. It has no screen, keystroke, microphone, or webcam collectors. When PowerShell Script Block Logging is available, an event can include a best-effort, credential-scrubbed preview of up to 2,048 bytes of script text plus a fixed truncation marker. Vedric discloses this content exception instead of hiding it behind a metadata-only label.

  • Collection-minimized

    Endpoint behavioral data

    The collector records process and command metadata, observed activity windows, security-event cadence, DNS evidence, and host-level network aggregates. It does not claim a per-user destination ledger, and it does not read screens, keystrokes, or file bodies. The bounded PowerShell script preview is the documented content exception.

  • Baseline

    Comparison with the user's own pattern

    Detection compares the user against their own pattern, not a generic threshold. A junior analyst who occasionally works late is not flagged for that alone. It becomes part of a storyline only when it correlates with other off-baseline behavior.

  • Auditable

    Admin visibility and audit trail

    Tenant admins can read the full storyline and audit trail for any primary identity in their tenant. There is no hidden surveillance layer reserved for employees considered especially sensitive.

Example: a finance employee's work pattern changes

There is no malware and no policy breach under traditional rules. A finance team member gradually starts doing their job differently, and that change is the signal.

  1. T+01 - Typical month-end pattern: same systems, same hours, same query types. The baseline builds.
  2. T+12 - First deviation logged: a query against a partner finance system the user has not used in months. Single event, low confidence.
  3. T+15 - Second deviation: a watched sensitive-extension inventory changed outside the user's recent pattern. No file open or read is claimed.
  4. T+18 - Temporal deviation: activity outside the user's historical working hours.
  5. T+19 - Several correlated deviations form a storyline. One alert reaches the analyst with the full chain.
  6. T+20 - The admin reviews it with HR. They work from the storyline, not a screen recording, keystroke log, or webcam image.

Outcome

The behavioral pattern was the signal. The collection inventory, including the bounded PowerShell script-preview exception, is stated explicitly so the customer can assess, disclose, and configure it with its works council, regulator, or workforce.

What it collects and does not collect

What Vedric does

  • Process and command-line metadata across the user's behavioral surfaces
  • Sensitive-extension inventory changes and removable-media write counts and bytes, not file opens, reads, or contents
  • Authentication and access-cadence drift against the user's own baseline
  • Network destination patterns, not packet payloads
  • Per-user, per-peer, and per-endpoint baselines feeding correlated storylines

What Vedric does not do

  • Capture keystrokes
  • Take screenshots or screen recordings
  • Activate webcam or microphone
  • Inspect file contents or private message content
  • Track productivity metrics, idle time, or activity scores

What Vedric does not collect

Employee risk monitoring usually means surveillance. Vedric does behavioral detection at the endpoint instead, and the surveillance collectors are left out of the agent's source code.

Read the full privacy stance
  • No keystrokes
  • No screenshots
  • No webcam
  • No microphone
  • No file contents
  • No private messages

Frequently asked questions

Early access

Early access is for teams that need answers about behavioral risk without taking on the liability of surveillance data.

Request Early AccessRequest a demoResponse within one business day.