NetOps AI

Private NetOps AI that finds
root cause in seconds.

ManykOps runs fully inside your environment, correlates multi-vendor telemetry, and gives engineers grounded answers without sending infrastructure data to the cloud.

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0% MTTR reduction target

0.0% Senior Ask judge avg score

0% Private AI runtime

ManykOps topology and operations dashboard preview

Grounded AI answer Spine-02 outage detected

Incident on 5s-clos-spine-02 is impacting its super-spine and leaf links. Start with spine-02 reachability, interface state, and BGP sessions before changing policy.

Demo

See it in action

Watch NetOps AI analyze live telemetry, detect anomalies across your platform, and explain the root cause with precise, actionable answers in seconds.

Demo summary: ManykOps collects live telemetry, correlates topology and anomalies, then produces a grounded root-cause explanation for the operator.

Create a free account on the live platform and explore real topology, telemetry, and AI answers.

Verified Performance

Benchmarked on real scenarios.
Measured, not promised.

We test NetOps AI against a live promotion gate: golden live-context cases, held-out adversarial prompts, Ask NetOps smoke checks, and senior sysadmin/network-engineer scenarios covering BGP triage, interface counters, rollout/rollback discipline, Linux, Windows, MQTT, unsupported-protocol questions, and no-evidence live-state prompts.

97.0%

Answer Quality

Average score on the current senior Ask NetOps judge, including evidence discipline, platform-specific commands, BGP depth, interface-counter interpretation, and rollback posture.

1.4s

Avg. Live Smoke Time

Average response time across the latest Ask NetOps live smoke gate. Deterministic answers return in milliseconds; LLM/RAG cases run locally on dedicated inference.

68/68

Live Gate Coverage

Latest GB10 promotion gate passed golden live cases, held-out adversarial prompts, live Ask smoke checks, and senior infrastructure troubleshooting scenarios.

100%

On-Premise Inference

Zero API calls. Zero token metering. Zero data egress. The entire AI pipeline — embedding, retrieval, generation — runs inside your perimeter.

Example grounded response

"5s-clos-spine-02 is down and affecting connected super-spine and leaf paths. Confirm reachability, interface state, and BGP sessions before changing policy."

A working platform — not a pitch deck. See the live demo.

Anomalies Auto-Detected. Root Cause Auto-Diagnosed

Expert triage answers in seconds

100% On-Premise. Zero Data Leaves.

OpenAPI-First + Integration-Ready

Business Impact

Reduce MTTR.
Lower alert fatigue.
Prove compliance.

Your infrastructure is mission-critical. Your monitoring should be too. ManykOps turns noise into signal — so your team acts on what matters, not what's loud.

80%

Faster Mean Time to Resolution

From hours of digging through logs and dashboards to a single deterministic answer. Your engineers spend less time troubleshooting and more time building.

Less

Alert Fatigue

Severity-ranked, anomaly-filtered, topology-correlated. ManykOps groups noisy signals so your team can focus on the warnings that matter most.

100%

Audit-Ready by Default

Factual live-state analysis is deterministic, traceable, and reproducible. LLM-assisted troubleshooting stays grounded with evidence and guardrails.

Capabilities

A platform that thinks
like your best engineer

From real-time telemetry to grounded root-cause analysis — ManykOps surfaces the signal in the noise, so your team can act before users feel the impact.

Any Vendor, Any Protocol

SNMPv3 with authPriv, gNMI with TLS, Linux SSH, WinRM, and MQTT telemetry collectors. Cisco, Juniper, Nokia, Dell, Arista, Extreme, Windows, Linux, and IoT estates — if it speaks standard protocols, ManykOps speaks back.

Adaptive Anomaly Detection

Dynamic baselines that adapt to your fleet's behavior. Catches high CPU, memory pressure, interface errors, and BGP failures — with severity-ranked alerts that actually matter.

Ask Your Infrastructure Anything

"What is the overall status?" "What problems exist?" Get instant, data-backed answers — powered by a private LLM that understands your infrastructure, with deterministic analytics guarding factual live-state claims.

AI-Powered Device Diagnostics

One click on any device and the platform delivers a precise diagnosis with actionable solutions. NetOps AI analyzes the full telemetry picture — interfaces, BGP, routes, CPU, memory — and explains exactly what's wrong and what to do.

YAML-Driven, Zero Restart

Edit a single YAML file to add, remove, or reconfigure devices. Collectors pick up changes on the next poll cycle. No pipelines, no CI/CD, no downtime.

Deploy in Minutes, Scale to Thousands

Kubernetes orchestration gets you running in minutes. Stateless collectors scale horizontally. Your fleet grows — ManykOps grows with it, automatically.

Air-Gap Ready

Everything runs on your infrastructure. No data leaves your infrastructure. Full data sovereignty, zero cloud dependency — built for regulated and disconnected environments.

Multi-Source Aggregation

One device, multiple protocols. ManykOps unifies SNMPv3, gNMI, Linux SSH, WinRM, and MQTT telemetry into a single coherent device view. No more correlating data across five different monitoring tools.

Server & Infrastructure Monitoring

Monitor Linux and Windows servers alongside the network. Collect CPU, memory, disk, network, service, and OS health through SSH, node_exporter, or WinRM.

The Difference

From alert storms to one answer

Before ManykOps

45 min Mean time to resolution

200+ Alerts per incident

3 Engineers pulled in

Dashboards flashing, Slack blowing up, war room at 2am. Three engineers digging through five tools trying to figure out what broke first.

With ManykOps

Seconds To first grounded answer

1 Ranked anomaly

1 Engineer, one answer

One notification. One ranked anomaly. One precise answer: "5s-clos-spine-02 is down and affecting connected super-spine and leaf paths. Check reachability, interfaces, and BGP sessions first." Done.

Ready to cut your MTTR by 80%?

See NetOps AI on your infrastructure. No cloud required. No data leaves your network.

Request a Product Walkthrough View Pricing

Our Differentiator

NetOps AI meets
deterministic analytics.

Ask natural-language questions. Get deterministic, auditable answers — powered by a private AI runtime running entirely on your infrastructure. Secure by design, grounded in live telemetry, and improved by your own operational history.

SaaS AI Copilots

Your telemetry data sent to external APIs
LLM hallucinations on critical infrastructure
Vendor lock-in with metered token pricing
Black-box reasoning you cannot audit
Compliance nightmare for regulated industries

ManykOps Hybrid AI

Private AI runtime on your infrastructure, zero telemetry leakage
Deterministic baselines and live topology ground every answer
Self-hosted licensing, no token metering
Fully auditable decision trace, every time
Business-specific learning: resolved incidents improve answers for your exact environment
Designed for GDPR, SOC 2, HIPAA, and ISO 27001 aligned environments

Natural language in. Verified answers out.

NetOps AI interprets questions. Deterministic analytics verify facts. Answers stay grounded in your infrastructure state.

Your data never leaves your network.

Inference runs locally on your infrastructure. Telemetry, questions, and operational memory stay inside your perimeter.

Deterministic facts. Guarded synthesis.

Factual live-state questions use deterministic analytics. The LLM enhances comprehension while guardrails keep answers grounded in evidence.

Architecture

One local pipeline.
Built for real operations.

ManykOps keeps telemetry, operational memory, and AI decision-making inside your environment. The result is a private system that gets more useful as it learns your business.

Collect

SNMPv3, gNMI, Linux, WinRM, MQTT, and custom collectors ingest live infrastructure and IoT state.

Store

Telemetry, incidents, topology state, and business-specific operational memory stay local.

Retrieve

NetOps AI pulls the relevant telemetry, incidents, and prior resolved cases before answering.

Explain

Deterministic analytics and the NetOps AI runtime produce grounded, auditable recommendations.

Grounded in your telemetry. Improved by your operational history. Kept inside your environment.

Use Cases

Built for your industry

ManykOps adapts to the compliance, scale, and operational constraints of regulated and mission-critical environments.

Finance & Trading

Low-latency infrastructure visibility for trading environments. Full audit trails for regulatory workflows. Air-gapped deployment patterns for sensitive market data.

Telco & ISP

BGP, VXLAN/EVPN, interface, route, server, and IoT telemetry for carrier-scale operations. Correlate peering, path, and endpoint symptoms across large fleets. Spot capacity risk before it impacts SLAs.

Government & Defense

Complete data sovereignty with zero external dependencies. Air-gap deployable for regulated environments. Deterministic, auditable outputs for compliance and chain-of-custody workflows.

Manufacturing & OT

Hybrid IT/OT visibility across factory floors and remote sites. Monitor PLCs, SCADA gateways, MQTT IoT sensors, and industrial networks. Secure, low-bandwidth collectors for edge locations.

Ecosystem

Fits your existing stack

ManykOps doesn't replace your tools — it makes them smarter. Integrate with the platforms your team already uses.

REST API

Full OpenAPI spec. Build custom integrations or automate remediation workflows with any tool.

NetOps AI Runtime

Run approved models inside your own infrastructure. Local inference, secure operational learning, and zero telemetry egress from the core analytics path.

Webhooks

Trigger outbound webhooks on anomaly detection, incident creation, or status changes. Plug into any alerting pipeline or automation workflow.

ServiceNow & Zendesk

Auto-create tickets with root cause attached. ServiceNow and Zendesk integrations are on the roadmap. Slack, PagerDuty, and custom webhooks are available now.

Why ManykOps

One platform to replace
five tools and endless alert storms

Capability	Traditional Monitoring	ManykOps
Root cause analysis	Manual log diving across dashboards	One click, AI-powered diagnosis
Multi-vendor support	Separate tools per vendor	SNMPv3 + gNMI + SSH + WinRM + MQTT — one platform
Natural language queries	Proprietary query languages	Ask in plain English, get answers
Data sovereignty	Telemetry sent to vendor cloud	100% on-premise, zero data egress
Alert quality	Hundreds of raw alerts per incident	Severity-ranked, topology-correlated
AI powered	None or cloud-only LLMs	NetOps AI runtime + deterministic analytics
Deployment time	Weeks of professional services	Self-hosted deployment path for fast POCs
Per-device pricing	Costs scale with infrastructure	Self-hosted license, no per-device metering
Self-learning AI	Static rules that never improve	Learns from every resolved incident — gets smarter with your network

Deployment & Licensing

Self-hosted licensing.
No per-device metering.

Deploy on your infrastructure, monitor everything, and keep commercial terms predictable. Self-hosted licensing, no per-device metering, and enterprise POCs available.

Self-Hosted

Your infrastructure. Your control.

Self-Hosted License Predictable commercial terms, no per-device metering

Unlimited devices and protocols
Cloud-native deployment path for fast POCs
Ready for air-gapped environments
No per-device or per-metric fees
Full API access and OpenAPI docs

Get a Quote

Security & Compliance

Your infrastructure data
never leaves your perimeter. Period.

Built for air-gapped environments. Auditable by design. Compliance-supporting architecture. Every design decision in ManykOps prioritizes data sovereignty — telemetry, AI context, and learned operational patterns stay under your control. Optional outbound integrations can be enabled deliberately; the core platform runs fully inside your environment.

Local-by-Default AI

No external AI dependency for the core product path. Your telemetry, topology, incident context, and learned operational patterns stay exactly where they belong — inside your perimeter.

Encrypted End-to-End

SNMPv3 with authPriv (SHA/AES), gNMI over TLS, SSH, WinRM, and MQTT credentials in environment variables — never in code, never in container images. Security isn't an afterthought.

Compliance-Ready Architecture

Designed for GDPR, SOC 2, HIPAA, and ISO 27001 aligned environments. Deterministic outputs, audit trails, and zero telemetry egress from the core product path support your compliance program.

Microservices, Isolated & Auditable

Each service runs in an isolated container. Kubernetes orchestration with built-in health checks. Easy to audit, easy to harden, easy to secure.

Enterprise Ready

Built for enterprise evaluation.
Security-first by design.

ManykOps is built for environments where compliance, security, and reliability are non-negotiable. The platform gives InfoSec, procurement, and operations teams a clearer path to validate deployment fit before production rollout.

Identity Integration Path

Business account access today, with enterprise identity integration available for organizations that need Azure AD, Okta, Keycloak, or SAML-based rollout.

Auditable Operator Workflow

Deterministic answers, YAML-driven inventory, and traceable API actions give teams a clearer audit story than black-box tooling and scattered dashboards.

High Availability

Kubernetes-native with multiple replicas, health probes, and graceful failover patterns for production deployments.

Full Audit Trail

Factual live-state answers are deterministic and traceable, while LLM-assisted troubleshooting stays tied to retrieved evidence and guardrails.

Air-Gap Deployable

No internet required for the core platform path. Pull images once, deploy inside your environment, and keep telemetry plus inference fully local.

SLA & Support Tiers

Enterprise agreements include response-time SLAs, dedicated support channels, and escalation paths to the engineering team.

Review Deployment Architecture

or compare against your current stack

Engineering Partnership

Built for your infrastructure.
By engineers who get it.

Your infrastructure isn't a template. Our platform shouldn't be either. ManykOps is a living platform — our engineering team customizes collectors, tunes anomaly thresholds, and helps NetOps AI learn from your operational patterns, resolved incidents, vendor mix, compliance requirements, and escalation workflows. You don't get a ticket number. You get a partner.

Custom collector integrations for your specific vendor, server, or IoT stack

Topology-aware anomaly detection tuned to your infrastructure's baseline

On-premise deployment that meets your compliance and security requirements

Dedicated engineering partnership — not a support ticket queue

Ongoing AI and platform tuning as your infrastructure evolves

Talk to Sales

Already evaluating? Talk to Sales or Contact Support

Discover

Design

Deploy

Evolve

Enterprise POC

Plan an Enterprise POC

We work directly with enterprise infrastructure teams to validate production fit, tune NetOps AI to their environment, and deliver a practical rollout plan for real NOC operations.

Direct Engineering Channel

Slack/Teams channel with the builders. Not a support queue — a partnership.

Custom Collector Development

Your vendor stack not listed? We'll build the collector as part of the program.

4-Week POC On Your Infrastructure

Deploy on your Kubernetes cluster. See it work on your devices. Zero commitment.

Commercial Planning Support

Work through deployment scope, rollout stages, and enterprise pricing with direct engineering and commercial input.

Request Enterprise POC

Best for enterprise teams evaluating a 4-week POC on their own infrastructure.

Enterprise Evaluation Track

4 Week POC on your infrastructure

1 Dedicated engineering channel

100% Local AI runtime and data control

Enterprise POC workflow

Discover → Deploy → Tune → Production rollout

FAQ

Questions? Answered.

Does the AI send any data to the cloud?

No. The NetOps AI runtime runs entirely on your infrastructure. Telemetry, queries, and learned operational patterns never leave your network. The core analytics path has zero external dependencies.

How long does deployment take?

A standard Kubernetes deployment takes under 10 minutes. Add your device inventory via a single YAML file, and collectors start polling on the next cycle. Most teams see first insights within 30 minutes of install.

What if we have custom or legacy vendor equipment?

ManykOps supports any device that speaks SNMPv3, gNMI, SSH/Linux, WinRM, or MQTT. For proprietary protocols, enterprise POCs can include custom collector discovery and implementation planning.

Is this deterministic? What about LLM hallucinations?

Factual live-state queries run through deterministic analytics. The LLM handles natural-language comprehension and reasoning synthesis, grounded in live telemetry and checked by deterministic guardrails so unsupported facts are refused instead of guessed.

Do you charge per device or per metric?

Neither. ManykOps is positioned around self-hosted licensing with no per-device or per-metric metering. Commercial terms are handled through enterprise POC and deployment scope.

Can this run in an air-gapped environment?

Yes. The core platform — including the AI runtime — can run offline. Pull container images once, deploy inside your perimeter, and operate with zero internet connectivity for regulated and disconnected environments.

Private NetOps AI that finds root cause in seconds.