SecEng Workbench
SecEng Defend
Defend.
Turn findings into controls, guardrails, detections, approval gates, and release criteria.
SecEng Defend closes the loop from findings to hardening. Capture AI runtime behavior, enforce approval boundaries, build detection logic, validate guardrail coverage, and confirm controls are in place before release.
Capabilities
What Defend instruments do.
Full-stack AI interaction capture
Capture every prompt, response, streaming event, retrieved context, tool call, approval event, model hint, error, and final output — across any AI surface and vendor.
Runtime behavior normalization
Normalize payloads from OpenAI, Anthropic, Gemini, local models, and chatbots into a single AI Security Event schema — one schema across every vendor format.
PII and secret redaction
Automatically detect and redact secrets, PII, credentials, and regulated data before evidence is stored or shared. Built on Presidio for named-entity recognition across AI payloads.
Agent approval boundary verification
Verify every approval boundary in your agent workflows: Enforced, Missing, Bypassed, Optional. Flag where human approval can be skipped through prompt injection or workflow manipulation.
Dangerous composition detection
Detect tool combinations that create real risk: Read CRM Data + Send Email Externally, Retrieve Documents + Update Records, Filesystem Access + External API Call.
Release gate validation
Build eval-to-release gate logic with pass/fail thresholds. Validate guardrail coverage and confirm controls are in place before every AI feature release.
Instruments
Defend instruments.
SecEng Runtime Proxy
Local MITM capture, replay, and evidence reconstruction for prompts, responses, tool calls, and retrieved context.
SecEng Authority Graph
Enforce approval boundaries. Detect dangerous tool compositions and map agent authority before findings reach production.
SecEng Surface Scanner
Keep AI surface inventory current. Detect new vendors, shadow AI, and runtime changes across the product estate.
SecEng RAG Test Harness
Regression tests for retrieval authorization, corpus integrity, and policy enforcement across every corpus update.
Program Blueprint Kit
7 blueprints, 42 sprint-ready security tasks, 113 evidence requirements, and framework-mapped controls — delivered inside Jira and Confluence.