dwaar use cases By industry

Healthcare

Protect patient data and keep clinical workflows inside their intended role.

Healthcare agents support documentation, scheduling, patient communication, triage, and clinical operations. These workflows combine sensitive health data with decisions that require strict boundaries and human oversight.

By industry Healthcare Selected use case
dForge
Test before launch

Tests unsafe recommendations, missed constraints, PHI leakage, prompt injection in clinical notes, and unauthorized access to patient systems.

dFence
Enforce at runtime

Enforces purpose, role, patient, and tool boundaries while escalating sensitive or high-impact actions.

Intent + context One security model across the agent lifecycle
Healthcare in practice

Test the failure paths. Enforce the intended path.

Healthcare agents support documentation, scheduling, patient communication, triage, and clinical operations. These workflows combine sensitive health data with decisions that require strict boundaries and human oversight.

dForge / Before deployment

Find how the workflow can be manipulated.

Tests unsafe recommendations, missed constraints, PHI leakage, prompt injection in clinical notes, and unauthorized access to patient systems.

dFence / At runtime

Keep live actions aligned with intent.

Enforces purpose, role, patient, and tool boundaries while escalating sensitive or high-impact actions.

Example

A security decision in context.

A scheduling agent is asked to move a patient's appointment. A malicious note instructs it to retrieve the patient's full medical record and send it externally. dFence permits the scheduling change but blocks access to and transmission of the unrelated clinical data.

One security model

The use case changes. The security loop stays the same.

For every agent, dwaar asks four questions: What is the agent supposed to do? Which data and tools should it reach? How could that workflow be manipulated? What should happen when its behavior drifts?

01

Define

Document the happy path, permitted tools, data boundaries, and approval points.

02

Test

dForge attacks the workflow before launch using context-specific prompt, tool-use, and multi-turn tests.

03

Enforce

dFence evaluates runtime intent before sensitive tool and MCP calls, then allows, blocks, constrains, redacts, or requests approval.

04

Improve

Turn verified findings and runtime events into stronger policies and repeatable security tests.

Build with control

Know where your agent can be misused before it goes live.

dwaar combines agent-specific adversarial testing with intent-aware runtime enforcement, helping teams deploy capable agents without relying on static scopes alone.