概述
Cisco AI Network Analytics is the premier choice for enterprises with significant Cisco infrastructure. The predictive analytics, automated remediation, and wireless optimization are industry-leading. However, the high cost and Cisco-centric nature mean it's not suitable for multi-vendor environments or smaller organizations. If you're a Cisco shop, it's worth the investment.
The platform analyzes data from across your Cisco infrastructure — switches, routers, wireless controllers, and endpoints — to provide predictive insights, detect anomalies before they cause outages, and automate troubleshooting. For organizations running Cisco Catalyst or Meraki infrastructure, it's the natural choice for AI-powered network operations.
What sets Cisco AI apart is its deep integration with Cisco hardware and software. Unlike third-party monitoring tools, Cisco AI understands the specific capabilities of Cisco devices and can take automated remediation actions through DNA Center's policy engine.
Intent-Based Networking
Define your business intent (e.g., "prioritize video conferencing traffic"), and Cisco AI translates it into network configurations across your entire infrastructure automatically.
主要功能
Predictive Analytics
Machine learning models predict network issues before they impact users. Identifies capacity constraints, device failures, and performance degradation trends.
Anomaly Detection
Automatically detects unusual patterns in network behavior. Identifies security threats, misconfigurations, and performance issues in real-time.
Auto Remediation
Automatically fixes common issues without human intervention. Can reboot access points, adjust QoS policies, and reconfigure switches based on detected problems.
Wireless Optimization
AI-driven wireless network optimization. Automatically adjusts channel assignments, power levels, and roaming parameters for optimal client experience.
Client 360
Complete visibility into client behavior and experience. Track individual devices across wired and wireless networks with health scores and issue history.
Assurance Dashboard
Single-pane-of-glass view of network health. Color-coded dashboards show issues at a glance with drill-down capabilities for root cause analysis.
Meraki Integration
Extends AI analytics to Meraki cloud-managed networks. Unified view across Catalyst and Meraki infrastructure with consistent AI insights.
ThousandEyes Integration
Combines internal network insights with internet and SaaS monitoring. End-to-end visibility from user to cloud application.
优缺点
优势
- Deep integration with Cisco infrastructure
- Powerful predictive analytics
- Automated remediation capabilities
- Excellent wireless optimization
- Intent-based networking features
- Comprehensive API for automation
- Strong security analytics
- Meraki and ThousandEyes integration
- Industry-leading support ecosystem
- Regular feature updates
缺点
- Expensive — enterprise pricing only
- Cisco-centric — limited multi-vendor support
- Complex deployment and configuration
- Requires DNA Center infrastructure
- Steep learning curve
- Licensing can be confusing
- On-premise DNA Center needed
- Limited value for non-Cisco shops
定价
Cisco AI Network Analytics is the premier choice for enterprises with significant Cisco infrastructure. The predictive analytics, automated remediation, and wireless optimization are industry-leading. However, the high cost and Cisco-centric nature mean it's not suitable for multi-vendor environments or smaller organizations. If you're a Cisco shop, it's worth the investment.
License Tiers
- DNA Essentials: Basic assurance and automation (~$30-50/device/year)
- DNA Advantage: Full AI analytics and advanced automation (~$60-100/device/year)
- DNA Premier: Everything + Stealthwatch security (~$100-150/device/year)
Actual pricing varies significantly based on volume, existing agreements, and sales negotiations. Contact Cisco or a partner for quotes.
最佳用例
Large Enterprises
1000+ device Cisco deployments
Wireless Networks
High-density Wi-Fi environments
Healthcare
Critical clinical network uptime
Education
Campus-wide network management
Manufacturing
OT/IT network convergence
Financial Services
Compliance and security focus
Recommended Certifications
To maximize the value of Cisco AI Network Analytics and DNA Center, professionals should pursue these industry-recognized certifications. Each certification validates specific skills required for implementing, managing, and optimizing Cisco's AI-powered networking solutions.
CCNA
Network fundamentals, IP connectivity, security, and automation basics for Cisco platforms.
DevNet Associate
Software development, APIs, automation, and programmability for Cisco DNA Center integration.
CCNP Enterprise
SD-Access, SD-WAN, network assurance, wireless, and advanced routing technologies.
Wireless Specialist
FlexConnect, QoS, wireless security, and advanced location services implementation.
Infrastructure Specialist
Advanced routing, Layer 3 VPNs, infrastructure security, and network automation.
CCIE Enterprise
Expert-level mastery in complex enterprise networks, SD-Access, and Catalyst Center.
Certification Path Recommendation
For DNA Center administrators, we recommend starting with CCNA for networking fundamentals, followed by DevNet Associate for automation skills. Network engineers should pursue CCNP Enterprise with wireless or advanced infrastructure concentration exams. For enterprise architects designing large-scale DNA Center deployments, CCIE Enterprise Infrastructure provides the comprehensive expertise needed.
All certifications are available through Pearson VUE testing centers and include digital badges through Credly. Cisco offers official training courses, learning labs, and practice exams through the Cisco Learning Network.
最终评价
Cisco AI Network Analytics is the premier choice for enterprises with significant Cisco infrastructure. The predictive analytics, automated remediation, and wireless optimization are industry-leading. However, the high cost and Cisco-centric nature mean it's not suitable for multi-vendor environments or smaller organizations. If you're a Cisco shop, it's worth the investment.
屏幕截图界面( I)
Explore Cisco DNA Center's Intent-Based Networking:
