Cyware's AI Fabric: Practical Wins for Security Operations
Cyware Labs has launched the Cyware Quarterback AI Fabric to streamline threat intelligence and security operations. It blends generative, agentic, and in-product AI to reduce manual work, tighten workflows, and help analysts move faster. The focus is simple: unify threat intel and SecOps so teams can act with less friction and more context. Source: Silicon Angle
What this means for Ops leaders
Think fewer handoffs and fewer tabs. The AI Fabric connects automation and intelligence so your team spends more time resolving issues and less time assembling data. It supports consistent, reusable workflows without asking every analyst to be a coder.
- Faster triage and enrichment with consistent outputs.
- Less swivel-chair work across tools and sources.
- Fewer custom scripts to maintain across the team.
- Clearer playbooks that can be audited and improved over time.
Key capabilities to put to work
- Playbook Builder Agent: Speeds up playbook creation with guided steps and AI suggestions. Useful for standardizing repetitive actions across the SOC.
- Custom Code Generator: Produces the code needed for integrations or actions, reducing dev backlogs. Keep review gates in place so changes stay safe and compliant.
- Playbook Runlog Debugger: Surfaces reasons for failed runs quickly. Cuts the back-and-forth on root cause and shortens time to fix.
- Threat summarization: Condenses reports and intel notes so analysts get to decisions faster. Helpful for shift handoffs and executive updates.
- Advanced Threat Intel Crawler (browser plugin): Enriches indicators in real time while you browse intel sources. Less copy-paste, more signal.
How to roll it out
- Start with a pilot: Pick 2-3 high-volume workflows (phishing, endpoint containment, credential stuffing). Define before/after metrics.
- Set guardrails: Add approval steps for code generation, log every change, and restrict sensitive data from prompts.
- Instrument KPIs: Track MTTD, MTTR, enrichment time per alert, and playbook success rate. Baseline first, then iterate weekly.
- Integrate with what you already use: Tie into SIEM, SOAR, ticketing, and identity providers so actions are end-to-end.
- Enable the team: Run short enablement sessions and build a shared library of approved playbooks. If you need structured upskilling, explore role-based options at Complete AI Training.
Metrics to watch
- Time to build or update a playbook
- Alert enrichment time and coverage
- Rate of failed playbook runs (and mean time to fix)
- False positives reduced per week
- Analyst time reclaimed from summarization and scripting
Bottom line
Cyware's AI Fabric brings automation and intelligence together so security operations move with fewer delays and clearer steps. Start small, measure the lift, and scale the wins across your queue. Source: Silicon Angle
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