Generate predictive + real-time heatmaps and AI-suggested AP placements for a new floor.
planning visualization simulation
Plan a 12,000 sq ft enterprise floor for 240 clients on 6 GHz Hospital ward with IoT density, prefer Wi-Fi 6ETop-level overview of sites, fleet health and AI activity.
visualization analytics
Summarize the health of all my sites Which AP has the worst experience score this week?Score every capability of the platform against best-in-class benchmarks.
compliance analytics
Audit my deployment against Cisco DNA best practice What capabilities am I missing for Wi-Fi 7 readiness?Natural-language ops console with tool-calling.
ai copilot automation
Move every IoT camera to vlan-iot-77 Open a PR that disables 2.4GHz on Floor 5Compile plain-English intent into vendor configs.
analytics
Give guests internet but no internal access Block printers from reaching the WANAI: synthesize-design Open Replay RF history at any timestamp.
analytics simulation
Show RF on Floor 3 last Friday at 2pm Diff today vs the same time last weekDetect SLO burn and auto-suggest remediation.
monitoring
Why is my latency SLO burning on site SF-01? Suggest a heal action for the worst offenderIdentify non-Wi-Fi interferers from spectrum captures.
analytics
What's causing 2.4GHz noise on Floor 5? Classify this spectrum captureModel RF + capacity changes before deploying.
planning simulation
What if I add 4 APs on the east wing? Simulate switching the SSID to WPA3 onlySurvey, troubleshoot, spectrum and capacity analyses with AI insights.
analytics
Run survey analysis on Floor 3 Troubleshoot client roaming issuesDetect and visualize drift from the golden config.
monitoring compliance
Show me drift on the Cisco fleet Open a PR to revert AP-204 to goldenReplay a single client's full session timeline.
analytics diagnostics
Replay alice@acme yesterday 9am-11am Why did this MAC roam 14 times in 5 minutes?Live identity ↔ device ↔ flow graph with AI segmentation.
compliance visualization
Suggest micro-segmentation for the IoT printer Quarantine contractor-12 and explain whyPlan APs, channels, and EIRP with AI auto-placement.
planning visualization
Design a hospital floor with IoT-dense 6GHz Re-plan AP layout for 240 clientsVirtual topology with flow + failover overlays.
planning visualization
Show campus topology with App-to-DC flow Simulate WAN circuit failureStreaming chat assistant for any wireless question.
ai copilot
Compare Cisco 9166 vs Aruba 655 Best practice for stadium 6GHz densityDetect rogue APs, evil twins, and lateral movement.
compliance
Hunt for evil twins of corp-ssid Show lateral movement from IoT VLANPer-client experience score and per-app QoE.
analytics diagnostics
Show worst experience scores in Sales Why is Zoom failing for alice@acme?GitOps for network config with PR review.
analytics
Show open PRs for the Cisco fleet Generate a PR to enable 802.11k everywhereAI: synthesize-design Open 802.1X, MAC auth, captive portal, posture, profiling.
compliance
Add a posture check for unpatched Windows Profile every IoT device on VLAN 30Zero-touch provisioning + staged rollouts.
analytics
Stage rollout to 5% canary first Re-provision AP-101 from ZTPLive experience telemetry + AI root-cause feed.
monitoring diagnostics
What anomalies happened in the last 24h? Explain the DHCP exhaustion alertReference architecture for the platform itself.
analytics
Explain the data flow from AP to dashboard Where do AI insights live?Sites, designs, and saved policies.
analytics
Show all designs for the Acme HQ site Duplicate this policy for the EMEA regionBrowse all tools with tooltips, prompts and help docs.
analytics
Find every AI-powered tool Show me ops tools onlyPlan 6 GHz channels and power classes (AFC, SP, LPI, VLP) per AP and region.
planning
Plan 6 GHz with AFC standard-power for an outdoor courtyard, US region LPI-only indoor plan for a hospital, prefer PSC channelsScore MLO, 320 MHz and 4K-QAM viability per site and per AP.
analytics
Am I ready for Wi-Fi 7 320 MHz on Floor 5? Score MLO viability across the campusMulti-Vendor Config Translator
ops · /intent
Translate a config block between Cisco, Aruba, Juniper Mist, Ruckus and Extreme.
compliance
Translate this Cisco WLC SSID config to Aruba Central Convert a Juniper Mist WxLAN policy to Cisco MerakiAI: synthesize-design Open Multi-Vendor Fleet Compare
analysis · /analysis
Normalize KPIs and feature support across mixed-vendor fleets.
analytics visualization
Compare Cisco vs Aruba vs Mist on roam success this week Which vendor has the best 6 GHz utilization in my fleet?High-Density Capacity Planner
design · /design
Airtime-budgeted AP/channel plan for stadiums, auditoriums and lecture halls.
planning
Plan a 20,000 seat stadium for 70% concurrency, HD video Auditorium 1,500 seats, conference QoS, prefer 6 GHzOutdoor & Mesh RF Planner
design · /design
Outdoor link budget, Fresnel clearance and mesh hop planning with backhaul math.
planning
Plan a 4-hop mesh from the warehouse roof to the loading dock Outdoor PtP link 1.2 km, 5 GHz, what dish gain do I need?analysis · /file-analyzer
Upload docs, logs, or code and get a structured report of findings, risks and recommendations.
analytics compliance document generation
Triage this controller crash log and rank the top causes Audit this Cisco WLC config for security and RF best-practice gapsai · /tools-advanced/rf-forecaster
Forecast RF interference, client load and roaming pressure 24–72h ahead per AP.
ai copilot simulation
Forecast 6 GHz utilization for Floor 5 over the next 48h Predict roaming storms in the auditorium during tomorrow's all-handsai · /tools-advanced/rf-self-healing-sandbox
Simulate auto-heal policies against replayed RF history before enabling them in prod.
ai copilot simulation
Simulate aggressive DCA against the last 30 days of incidents Compare conservative vs aggressive heal policies on Floor 3security · /tools-advanced/blast-radius
Predict the exact lateral-movement reach of any compromised identity, device or AP.
compliance visualization diagnostics
What's the blast radius if contractor-12 is compromised? Show reach of an evil twin attached to the IoT VLANsecurity · /tools-advanced/ai-threat-hunter
MITRE-mapped wireless + identity threat hunts with adversary-emulation playbooks.
compliance
Hunt for KARMA-style probe-response attacks in the last 7 days Generate an emulation playbook for evil-twin against corp-ssidops · /tools-advanced/rca-causal-graph
True causal RCA — distinguishes cause from correlation across telemetry signals.
simulation diagnostics
Why did latency spike on SF-01 between 14:02 and 14:18? Causal contributors to the DHCP exhaustion alert this morningops · /tools-advanced/slo-budget-economics
Translate SLO burn into business cost and rank fixes by ROI.
monitoring optimization
Cost-rank every active SLO burn this week ROI of fixing the SF-01 latency burn vs the NYC roam burnChange Blast-Radius Analyzer
ops · /tools-advanced/intent-blast-radius
Pre-flight every config PR with a precise blast-radius and rollback plan.
automation diagnostics
Blast-radius for the PR enabling 802.11k everywhere Safest canary order for the SSID rename PRAI: synthesize-design Open design · /tools-advanced/intent-policy-prover
Formally prove that compiled configs satisfy stated intent (or pinpoint the gap).
planning compliance
Prove guests cannot reach internal subnets after the new PR Verify printers are still blocked from WAN under the merged configAI: synthesize-design Open Continuously triangulate rogue and evil-twin APs across the floor and rank by threat.
compliance simulation analytics
Triangulate the strongest rogue on floor 3 List evil-twin SSIDs of our corporate WLAN this weekAI: wireless-healer-ai Open Audit every SSID for WPA3 readiness, PMF posture and downgrade exposure.
compliance
Which SSIDs still allow WPA2-only clients? Audit PMF posture for guest and corp SSIDsScore every BYOD device against your posture policy and quarantine non-compliant ones.
compliance
List BYOD devices missing disk encryption Quarantine all jailbroken iOS clientsDetect when device fleet config drifts from the MDM baseline and auto-open tickets.
compliance monitoring
Show all devices that drifted off the WiFi profile this week Which Macs are missing the FileVault policy push?Re-plan 2.4 / 5 / 6 GHz channels to minimize co-channel and adjacent-channel interference.
planning visualization optimization
Re-plan 5 GHz with 40 MHz max width to reduce CCI Optimize 6 GHz channels for the new floor 4 expansionTune 802.11k/v/r and min-RSSI thresholds to eliminate sticky-client and ping-pong roams.
optimization
Find sticky clients on floor 2 this week Recommend min-RSSI for the warehouse handheldsAI: wireless-healer-ai Open Pick the optimal Preferred Scanning Channels for 6 GHz to speed up client discovery.
planning
Pick PSCs that speed up iPhone 6 GHz discovery Compare PSC plans for 80 MHz vs 160 MHz deploymentsPlan resilient mesh backhaul topology with link-budget aware parent selection.
planning visualization
Plan mesh backhaul for the outdoor parking deck Limit mesh hops to 2 in the warehouse extensionLive multi-window burn-rate view with paging thresholds per SLO.
monitoring
Which SLOs are in fast-burn right now? Show 30-day budget remaining per critical SLOCluster the last 24h of anomalies into a digestible incident-style narrative.
monitoring document generation
Summarize last night's anomalies for the standup Group anomalies by site for the weekly NetOps reviewops · /tools-advanced/pcap-triager
Drop in a pcap and get a ranked list of the top 5 issues with timestamps and frames.
diagnostics file processing
Triage this pcap for retransmits and zero-windows Find every deauth/disassoc frame in this captureops · /tools-advanced/change-advisor
Recommend the safest deploy window for a change based on traffic, SLO and risk history.
automation analytics
Best window to deploy the WPA3 migration this week Risk score for merging change #482 on Friday afternoonPaste any vendor config snippet and get a plain-English explanation + risks.
ai copilot diagnostics
Explain this Cisco WLAN config block What does this Aruba role-based ACL actually do?Generate a blameless postmortem from incident timeline, chat logs and metrics.
ai copilot document generation
Write the postmortem for INC-2041 Generate action items from yesterday's voice outageTurn a one-line incident description into a step-by-step runbook with verification checks.
ai copilot compliance automation
Runbook for DHCP scope exhaustion on VLAN 40 Steps to fail over the primary RADIUSAuto-resolve common end-user network tickets with personalized fixes.
ai copilot automation diagnostics
Diagnose 'WiFi is slow' ticket from alice@corp.com Auto-resolve VPN drop tickets from contractors todayMicro-Segmentation Analyzer
security · /tools-advanced/segmentation-analyzer
Cluster observed flows into roles and generate the least-privilege policy that enforces zero-trust.
compliance automation
Cluster IoT cameras into roles and propose the minimum allow-list Find over-privileged contractor segments and generate a NetGitOps PRops · /tools-advanced/multi-vendor-policy-diff
Diff effective policy across vendors or against intent — catches silent regressions text diffs miss.
compliance
Compile guest-isolation intent to Cisco and Aruba and report divergence Diff every active intent statement against live effective policyCross-Domain Anomaly Correlation Timeline
ops · /tools-advanced/anomaly-correlation-timeline
Merge RF, client, identity and NAC anomalies into one incident timeline with ranked causes and next actions.
monitoring diagnostics
Correlate the morning login-storm across RF, IdP and NAC and rank causes Merge anomalies for site SF-01 over the last 4 hours and recommend next actionsNAC Posture Drift Detector
security · /tools-advanced/nac-posture-drift
Diff NAC + IdP + MDM posture vs the last baseline. Flag drifted endpoints and prescribe remediation.
compliance monitoring
Find corporate laptops whose posture degraded vs baseline 7 days ago BYOD devices that lost MDM enrollment in the last week