Juniper Mist AI & Marvis
AI-native AIOps for the full network: Marvis resolves issues before your team sees the ticket.
Overview
Juniper Mist AI is the AI-native networking platform behind HPE Juniper Networking, and Marvis is the AI engine and virtual network assistant that runs on top of it. This page covers the platform and Marvis capabilities, not access point hardware. It is built for IT and NetOps teams who need one AIOps cloud that ingests telemetry from wireless, wired, SD-WAN, data center, and WAN devices and turns it into automated troubleshooting, proactive remediation, and plain-language answers.
Mist is not AI bolted onto an existing NMS after the fact. Juniper engineered the platform on a microservices cloud with more than a decade of data science behind it, using client-to-cloud telemetry to drive every layer of operations: Marvis Actions for self-driving remediation, Marvis Minis for continuous digital-twin testing, a Conversational Assistant with natural language understanding, and the Marvis Query Language (MQL) for structured troubleshooting queries. Juniper Mist Government Cloud, which includes the Marvis Virtual Network Assistant, network access control, indoor location services, and premium analytics, is FedRAMP Moderate authorized and was sponsored by the Department of Veterans Affairs, giving federal, defense, and SLED buyers a compliance-cleared path to AIOps.
For Uniqcli customers, that means TAA-compliant Mist AI and Marvis subscriptions available through GSA MAS (application in progress) and SAP and FAR-based buying pathss, managed inside the HPE GreenLake platform experience alongside compute, storage, and the rest of the HPE Juniper Networking full stack.
Why Juniper Mist AI & Marvis
Federal, SLED, healthcare, and enterprise networks are graded on uptime and IT staff are not growing to match rising network complexity. Marvis exists to close that gap: it identifies root cause, scopes impact, and takes action, often before a help desk ticket is filed. ServiceNow's own network transformation with Mist AI produced a 90% drop in wireless-related issues and 50% faster full-stack deployment across 30 sites. Dartmouth reported a 90% reduction in IT support tickets, and Gap Inc. cut technician visits to 3,350 retail stores by 85% while running the network on Mist AI. FedRAMP Moderate authorization for Mist Government Cloud means agencies do not have to choose between AI-native operations and compliance; term-based licensing with 0% financing on HPE Networking software keeps the modernization case predictable for budget cycles.
AI-native, not AI-added
Mist was engineered from the ground up around AI, drawing on more than 10 years of data science, rather than layering machine learning onto a legacy network management system.
Marvis Actions: self-driving remediation
Automatically identifies root cause across wired, wireless, and WAN and either resolves the issue in self-driving mode or recommends a fix in driver-assist mode, covering misconfigured ports, MTU mismatches, VLAN gaps, firmware compliance, and WAN link outages.
Marvis Minis: digital experience twins
Continuously simulate real user connections client-to-cloud, on every HPE Juniper Networking full-stack device, to catch problems at 2 a.m. before they surface at 9 a.m., with no extra hardware or manual configuration.
Conversational Assistant and Marvis Query Language
Ask Marvis plain-language questions or run structured MQL queries (COUNT, LIST, RANK, LOCATE, TROUBLESHOOT) against Mist-defined objects like AP events and client events instead of parsing CLI output and log files.
Large Experience Model for collaboration apps
A purpose-built AI model analyzes billions of data points from real-time collaboration traffic such as Zoom and Microsoft Teams to pinpoint WAN latency or misconfigured gateways behind bad call quality, and predicts future degradation before users notice.
FedRAMP Moderate authorized for government
Juniper Mist Government Cloud, including the Marvis Virtual Network Assistant, achieved FedRAMP Moderate authorization sponsored by the VA, clearing the compliance bar for federal, defense, and state and local agencies.
What it does
Streaming telemetry as the data foundation
Ingests traffic patterns, device metrics, security logs, and wireless client states in real time, correlating down to the individual user and session rather than aggregate site health.
SLE-driven proactive RRM
Compares live conditions against the Wireless Capacity SLE and, when it drops below threshold, adjusts channel selection, transmit power, channel width, and band steering, typically holding back changes once a site's Capacity SLE is 90% or above.
Self-driving and driver-assist remediation
Marvis Actions flags an issue as Marvis Self Driven, applies the fix, and marks it AI Validated once resolution is confirmed; if the problem resurfaces it reopens automatically for full IT oversight.
Digital experience twins around the clock
Marvis Minis simulate end-user traffic client-to-cloud even when no real client is connected, testing services and applications continuously and extending into WAN, cloud, and data center domains.
Dynamic packet capture
Automatically captures packets and streams them to the cloud the moment a major issue is detected, removing the need for a technician to reproduce the problem on-site with a sniffer.
Conversational and structured troubleshooting
Marvis's Conversational Assistant uses NLP and NLU to answer plain-language questions, while the Marvis Query Language gives NetOps a structured COUNT/LIST/RANK/LOCATE/TROUBLESHOOT syntax for repeatable diagnostics.
Explainable, auditable AI
Surfaces the reasoning behind each recommendation and action so operators can trust and audit automated decisions, a requirement in regulated federal and healthcare environments.
Agentic mesh across the full stack
Marvis Actions now extends into Aruba Central and Aruba CX campus switching, and the Marvis AI Assistant for Data Center integrates with Apstra's graph database, moving toward autonomous, cross-domain remediation such as resolving rogue DHCP servers.
The Juniper Mist AI & Marvis lineup
Mist AI Platform
The foundation that ingests telemetry and applies AI across every network domain, managed through HPE GreenLake.
Cloud-delivered, AI-native microservices platform underlying all Marvis capabilities.
Marvis Actions
Fixes misconfigured ports, VLAN gaps, firmware compliance, and link outages with IT oversight preserved.
Self-driving and driver-assist remediation dashboard covering wired, wireless, and WAN root cause detection.
Marvis Minis
Catches problems before users do, extending now into WAN, cloud, and data center domains.
Digital experience twins that continuously simulate client-to-cloud traffic across the full HPE Juniper Networking stack.
Marvis Conversational Assistant
Ask the network a question the way you'd ask a teammate, no CLI or log parsing required.
NLP/NLU-driven natural language interface for real-time troubleshooting and documentation questions.
Marvis Query Language (MQL)
Gives NetOps a repeatable, scriptable way to interrogate network state beyond conversational queries.
Structured query syntax (COUNT, LIST, RANK, LOCATE, TROUBLESHOOT) against Mist-defined objects like AP and client events.
Marvis Large Experience Model
Pinpoints WAN latency and gateway misconfiguration behind bad call quality and predicts future degradation.
Domain-specific model analyzing collaboration-app telemetry (Zoom, Microsoft Teams) alongside network data.
Marvis Client
Shows exactly how a given device sees the wireless environment, including radio and firmware state.
Client software for Android, Windows, and macOS delivering device-level Wi-Fi visibility.
Juniper Mist Government Cloud
VA-sponsored authorization clears Mist AI and Marvis for federal, defense, and SLED deployment.
FedRAMP Moderate authorized cloud instance covering wireless, wired, WAN, Marvis VNA, NAC, and location services.
At a glance
- Platform type
- AI-native, cloud-delivered AIOps platform on a microservices cloud
- AI engine
- Marvis: Actions, Minis (digital experience twins), Conversational Assistant, Marvis Query Language, Marvis Client, Large Experience Model
- Coverage domains
- Wireless, wired, SD-WAN, data center (via Apstra integration), and WAN, from client to cloud
- Assurance metrics
- Service-Level Expectations (SLEs) across wireless (Time to Connect, Capacity, Roam Success Rate), wired (Throughput, Switch Health, Successful Connects), and WAN (WAN Edge Health, WAN Link Health, Application Health)
- Proactive RRM
- Cloud-driven radio resource management adjusts channel, power, width, and band steering nightly against the Wireless Capacity SLE, with real-time local response to radar and acute interference
- Government cloud compliance
- Mist Government Cloud is FedRAMP Moderate authorized, VA-sponsored, covering wireless, wired, WAN, Marvis VNA, NAC, location services, and premium analytics
- Management plane
- HPE GreenLake unified platform experience
- Licensing
- Term-based cloud software subscription; 0% financing available for HPE Networking software including Mist AI
90% drop
Reduction in wireless-related issues after ServiceNow moved to Mist AI(vendor-published figure)
50% faster
Full-stack wired, wireless, and SD-WAN deployment across ServiceNow's 30-site migration to Mist AI(vendor-published figure)
FedRAMP Moderate
Authorization level for Juniper Mist Government Cloud, including the Marvis Virtual Network Assistant, sponsored by the U.S. Department of Veterans Affairs(vendor-published figure)
How to buy Juniper Mist AI & Marvis
Mist AI and Marvis are consumed as term-based cloud software subscriptions rather than a one-time hardware purchase, which changes how federal, SLED, and enterprise buyers should plan the acquisition.
Subscription tiers by domain
License Wi-Fi Assurance, Wired Assurance, WAN Assurance, and Marvis capabilities per device or per site, scoped to only the domains you are running on Mist AI today, with room to expand as you onboard switches, WAN edges, or data center fabric.
GreenLake-managed procurement
Mist AI subscriptions are managed and consumed inside the HPE GreenLake platform experience, which lines up with organizations already standardizing compute, storage, and networking spend under one GreenLake agreement.
0% financing on HPE Networking software
HPE offers 0% financing for HPE Networking software, including Mist AI, so the subscription cost can be smoothed across a budget cycle instead of hitting as a single line item.
GSA MAS (application in progress) and SAP/FAR channels for federal buyers
Federal agencies can acquire Mist AI and Marvis through GSA MAS (application in progress) and SAP and FAR-based buying pathss with TAA-compliant configurations, and Mist Government Cloud's FedRAMP Moderate authorization clears the compliance step separately from the purchase.
Refresh and consolidation bundles
Organizations replacing a legacy NMS or a competing AIOps tool can bundle Mist AI licensing with an HPE Juniper Networking hardware refresh; Uniqcli can help scope both in a single BOM.
Where it fits
Frequently asked
What is the difference between this page and the Juniper Mist access point page?
This page covers the Mist AI platform and the Marvis AI engine: the AIOps cloud, SLE metrics, proactive RRM, Marvis Actions, Marvis Minis, and the Conversational Assistant. Access point models, radio specs, and antenna details live on the separate Juniper Mist Wi-Fi Access Points product page. Mist AI runs on Juniper Mist access points but also correlates telemetry from switches, routers, firewalls, and SD-WAN edges.
What is Marvis and how does it relate to Mist AI?
Marvis is the AI engine and virtual network assistant that powers Mist's self-driving operations. It comprises Marvis Actions (remediation), Marvis Minis (digital experience twins), the Conversational Assistant, the Marvis Query Language, Marvis Client software, and the Large Experience Model for collaboration-app assurance.
Is Mist AI cleared for federal and defense procurement?
Yes. Juniper Mist Government Cloud, which includes the Marvis Virtual Network Assistant, network access control, indoor location services, and premium analytics, is FedRAMP Moderate authorized, sponsored by the Department of Veterans Affairs. As an authorized HPE Juniper Networking partner, Uniqcli can source TAA-compliant Mist AI and Marvis subscriptions through GSA MAS (application in progress) and SAP and FAR-based buying pathss.
What are SLEs and how does Marvis use them?
Service-Level Expectations are the metrics Mist AI measures continuously: Time to Connect, Capacity, and Roam Success Rate for wireless; Throughput, Switch Health, and Successful Connects for wired; WAN Edge Health, WAN Link Health, and Application Health for WAN. Marvis compares live conditions against SLE thresholds (for example, a 2-second Time to Connect target) to trigger proactive RRM and Marvis Actions before users are affected.
Does Marvis actually fix problems automatically, or just alert on them?
Both, depending on configuration. Marvis Actions runs in self-driving mode for issues where IT grants automatic remediation, applying the fix and marking it AI Validated once confirmed resolved. For everything else it runs in driver-assist mode: identifying root cause and scope, then recommending the fix for a human to approve, keeping full IT oversight.
How is Mist AI licensed, and can financing help?
Mist AI and Marvis are delivered as cloud software under term-based subscription licensing, managed through the HPE GreenLake platform experience. HPE offers 0% financing for HPE Networking software, including Mist AI, so Uniqcli can help structure terms to match your budget cycle rather than requiring a large upfront capital outlay.
What measurable results have Mist AI and Marvis customers reported?
ServiceNow saw a 90% drop in wireless-related issues and 50% faster full-stack deployment across 30 sites migrated to Mist AI. Dartmouth reported a 90% reduction in IT support tickets. Gap Inc. cut technician visits to 3,350 stores by 85% while running Mist AI. Results vary by environment; Uniqcli can help build a sizing and business case grounded in your network.
Where do I get pricing or a quote for Mist AI and Marvis subscriptions?
Request a quote through Uniqcli's /quote page. As an authorized HPE Juniper Networking partner, we can scope the right Mist AI and Marvis subscription tier for your environment, apply TAA-compliant configurations for federal and SLED buyers, and align the purchase with GPC, SAP, FAR, or your existing contract vehicle.
Works with
Mist AI is the assurance and AIOps layer for the rest of HPE Juniper Networking, and it is designed to extend beyond wireless into the switches, routers, firewalls, SD-WAN edges, and data center fabric already in your environment.
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