CalypsoAI vs Microsoft Security Copilot
Compare security AI Tools
CalypsoAI
Enterprise AI security that defends prompts and outputs in real time, red teams LLM applications, and provides centralized policy controls for using AI safely across apps agents and data.
Microsoft Security Copilot
Microsoft Security Copilot is a generative AI assistant for security teams that helps investigate alerts, summarize incidents and guide response using data from Microsoft security products, with capacity based billing in Security Compute Units so organizations can control usage and spend.
Feature Tags Comparison
Only in CalypsoAI
Shared
Only in Microsoft Security Copilot
Key Features
CalypsoAI
- • Real time defense: Inspect prompts and outputs to stop data leakage jailbreaks and harmful content before reaching users
- • Outcome analysis: Explain guardrail decisions to analysts so tuning remains transparent and fast during incidents
- • Red teaming: Continuously exercise models apps and agents to uncover bypasses and prioritize mitigations with evidence
- • Central policy: Apply rules across vendors models and apps with a control plane that integrates to SIEM and SOAR
- • Audit trails: Log prompts responses and actions with metadata to support compliance and forensic investigations
- • Model agnostic: Protect hosted SaaS and self hosted models to future proof guardrails as model portfolios evolve
Microsoft Security Copilot
- • Incident summarization: Generate concise summaries of security incidents and alerts to speed handoffs and reduce triage time.
- • Promptbooks: Use reusable guided prompt sequences for common tasks like investigation and remediation planning and security reporting.
- • Capacity based billing: Size usage with Security Compute Units and manage spend with provisioned capacity and overage limits.
- • Defender integration: Combine Copilot prompts with Microsoft Defender incident context to accelerate investigation workflows.
- • Sentinel workflows: Support SIEM style investigation by querying and summarizing incident data when using Microsoft Sentinel.
- • Role based use cases: Microsoft publishes role and scenario guidance so teams can map prompts to SOC and IT responsibilities.
Use Cases
CalypsoAI
- → LLM guardrails: Enforce policies that prevent PII exfiltration IP leakage and unsafe actions in chat apps and copilots
- → Agent safety: Inspect tool calls and outputs to block risky actions in autonomous or semi autonomous workflows
- → Content safety: Filter toxic or disallowed material for consumer facing experiences and community platforms
- → Regulatory readiness: Produce logs and reports that map to AI safety policies and data protection frameworks
- → Incident response: Route alerts to SIEM or SOAR and provide evidence packages for faster triage and learning
- → Vendor neutrality: Secure multiple model providers under one policy framework to avoid lock in and gaps
Microsoft Security Copilot
- → Alert triage: Ask Copilot to summarize what happened across related alerts so analysts can prioritize incidents faster during busy shifts.
- → Incident investigation: Use promptbooks to gather context and identify affected assets and propose next steps for containment.
- → Executive reporting: Turn incident timelines into readable summaries for leadership and compliance without manual rewriting.
- → Threat hunting support: Query security telemetry in natural language to explore indicators and pivot across related activity.
- → Remediation planning: Generate action checklists and validation steps so responders can coordinate fixes across teams and track closure.
- → Shift handover notes: Create consistent handover briefs so the next analyst can continue investigation without losing context.
Perfect For
CalypsoAI
CISO offices ML platform teams risk leaders and product security groups that need centralized AI guardrails red teaming and auditability to deploy AI safely at scale
Microsoft Security Copilot
SOC analysts, incident responders, threat hunters, security engineers, SIEM administrators, CISOs and security managers, compliance teams needing incident summaries, IT ops teams coordinating fixes
Capabilities
CalypsoAI
Microsoft Security Copilot
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