Dynamic Playbook Creation & Execution: How AuraXP™ Builds Response Plans on the Fly

Static SOAR playbooks are dead weight — written for yesterday's threats, broken by today's. AuraXP™ generates and executes incident response playbooks dynamically, in real time, for every unique threat.

A dynamic playbook is an incident response plan generated in real time based on the specific context of a detected threat — rather than a pre-written static script. AuraXP™ assembles response workflows by reasoning through threat type, affected assets, environmental context, regulatory obligations, and available tools.

Static SOAR playbooks have fundamental problems: they must be written before the threat exists, require ongoing maintenance, and are brittle — a playbook for one threat variant may fail against a slightly different version.

AuraXP™ creates playbooks through reasoning rather than template retrieval, so it can handle threats it has never seen before. The Cyber LLM reasons from first principles about novel attack techniques.

If an action fails or produces unexpected results, AuraXP reassesses and adapts the remaining playbook. This closed-loop execution model means dynamic playbooks self-correct in real time.

Playbook generation is compliance-aware — the Cyber LLM incorporates knowledge of GDPR, DPDP, HIPAA, ISO 27001, SOC 2, PCI DSS and considers regulatory implications of each response action.

Frequently Asked Questions

What is a dynamic playbook?

An incident response plan generated in real time based on threat context — not a pre-written static script.

How does AuraXP™ create playbooks on the fly?

The Cyber LLM reasons through full incident context — threat type, affected assets, regulatory environment, available tools — and assembles the optimal response sequence.

What is wrong with static SOAR playbooks?

They must be written before the threat exists, require ongoing maintenance, and break against threat variants they weren't designed for.

Can it handle never-seen threats?

Yes — AuraXP generates playbooks through reasoning, not template retrieval, so it handles novel attack techniques from first principles.

What happens if an action fails?

AuraXP monitors outcomes and adapts the remaining playbook in real time — a closed-loop self-correcting model.

Does it ensure compliance?

Yes — playbook generation incorporates GDPR, DPDP, HIPAA, ISO 27001, SOC 2, PCI DSS and considers regulatory implications of each action.

Can playbooks be reviewed before execution?

Yes — configurable autonomy levels let organisations set which categories execute autonomously and which require human review.