03 / Operational fit
Add AI security workflows without discarding your stack.
Start with the security systems, operating procedures and responsibilities already in place. Define an assistive workflow before connecting it to operational tools.
Discuss your security use caseThe decision to make
Where can AI support the operation without creating uncontrolled response or unclear ownership?
Fit the existing CONOPS.
Map where alerts arrive, how investigations move and who owns decisions. SIEM, EDR, SOAR and case systems are integration discovery topics—not a claim that every connector is available.
Choose a bounded operating mode.
Consider read-only enrichment first, then analyst recommendations or explicitly approved action. Scope the tool allowlist, approval owner, audit events and pause control for each mode.
Do not confuse supplementation with redundancy.
A second workflow may share the same data, model provider or identity system. If redundancy is the goal, map common dependencies and test failure paths before treating it as independent coverage.
Illustrative workflow—not a client deployment.
A bounded path
through the work.
- 01
Enrich
An existing alert triggers retrieval from approved context sources.
- 02
Review
An analyst checks a source-linked summary within the existing procedure.
- 03
Hand off
An authorized decision returns to the existing case workflow.
Scope the engagement
Proposed outputs
Agree the deliverables and acceptance criteria for your use case before work begins.
- Integration boundary map
- Authority matrix and evaluation plan
- Connector, support and operating-handoff requirements
Make readiness testable
Questions to evaluate
- Can an operator stop the workflow without stopping the SOC?
- What prevents an unauthorized tool action?
- Which shared dependency could disable both workflows?
Start a conversation
Start with a bounded use case.
What do you want to protect or improve? Bring the objective, the operating constraints, and the questions your team needs to answer.
Discuss your security use caseKeep the first conversation high level and nonsensitive.