DLP monitoring for AI adoption — in development.
Watch Dog is an early product concept exploring visibility and policy controls for how sensitive data moves through enterprise AI workflows. It is not generally available. Libra has not published production integrations, certifications or performance claims.
Unmanaged use can create gaps in visibility and control. Blanket blocking may also push useful work into less visible channels. Watch Dog explores what a proportionate middle path would need to be, technically.
Engagement
There is no trial, demonstration environment or purchase path. What we can do is talk about the governance outcome you need and the constraints you work within.
Discuss an early design partnershipIntended flow
The intended shape of the system. Each step is a design intention, not a shipped capability.
01
Interaction signal
An observed interaction with an AI tool or workflow.
02
Policy evaluation
The interaction is assessed against organisational policy.
03
Outcome
User guidance, redaction, escalation or blocking, where technically supported.
What Watch Dog is intended to do
Visibility
A view of how AI tools and workflows handle sensitive data, at a level agreed with privacy and security stakeholders.
Policy evaluation
Organisational policy expressed as rules that can be evaluated against an interaction signal.
Guidance and intervention
Guidance to the user, redaction, escalation or blocking, where the channel technically supports it.
Audit record
A record of policy decisions that governance functions can review.
Open questions
These are unresolved. We will not describe any of them as decided until they are.
- Enforcement point
- Supported channels
- Data handling
- Storage and retention
- Policy actions
- False-positive management
- Latency and availability
- Administration
- Tenancy
- Audit
Questions
- Can we buy or trial Watch Dog today?
- No. It is exploratory research and development. There is no generally available product, trial or demonstration environment.
- Which tools and channels does it support?
- Supported channels are under evaluation. We will not publish an integration list before it is real.
- What certifications does it hold?
- None. Watch Dog holds no certifications or accreditations, and we will not imply otherwise.
- How would employee privacy be handled?
- Purpose, collection scope, retention and transparency would be agreed with your privacy and security stakeholders before anything is deployed. These decisions are part of what is under evaluation.
- What is an early design partnership?
- A working conversation about the governance outcome you need and the constraints in your environment. It informs the design; it is not a commitment to a product or a delivery date.
Discuss an early design partnership
Tell us the governance outcome you are trying to achieve. This informs the design; it is not a commitment to a product or a date.