Root cause in minutes.
Not hours. Not days.

Neuwave Infra Operations is your AI SRE — it connects to all your observability tools, fetches the right metrics, logs, and traces automatically, and hands you an actionable root-cause analysis with remediation steps. No manual data hunting.

See how it works
Incident Console AI SRE: ON
RCAs DELIVERED: 0 AVG TIME-TO-RCA: MANUAL DATA HUNTS: 0
Infra Operations

Resolve Incidents Faster
with AI-led RCA.

The Problem We Solve

Engineering teams firefight —
instead of building

Alert fatigue, tool sprawl, and siloed signals turn every incident into hours of manual investigation by your most senior people.

Alert Fatigue

Thousands of daily alerts from Datadog, Grafana, PagerDuty and more — most lacking context or priority, burying real issues in noise.

Tool Sprawl

Teams juggle multiple disconnected monitoring tools; constant context switching makes correlation manual and slow.

Siloed Observability

Metrics, logs, and traces live in separate systems with no single view — nobody sees the full picture during an incident.

High MTTR

Manual RCA stretches to 4–8 hours, even days. Delayed insight directly prolongs downtime and recovery.

Expert Bottleneck

Only senior SREs can navigate complex incidents and tooling — creating bottlenecks, burnout, and limits on team scale.

Manual RCA: 4–8 hours, expert-bound.

Neuwave AI SRE: minutes, autonomous, every engineer empowered.

Alert to Root Cause — End-to-End

Real-time, automated, end-to-end —
from alert to root cause in minutes

The AI engine orchestrates everything: ingestion, data fetching, correlation, and reporting. Click a stage to see what happens.

01 · Observability Layer

Your existing tools stay exactly where they are

Datadog, Cisco AppDynamics, and other observability platforms keep monitoring your stack as they do today — Neuwave sits on top, no rip-and-replace, no re-instrumentation.

Datadog Cisco AppDynamics Grafana Prometheus New Relic Dynatrace
Real-World Use Case

Production API latency spike:
from alert to RCA in minutes

An actual incident pattern — a cart service's P95 latency crosses 5 seconds — traced minute by minute.

0m
AppDynamics

Alert fires

"Cart Service High P95 Latency > 5s on /cart/* endpoint"

1m
AI SRE

Alert captured

Neuwave Infra Operations picks up the alert and opens an incident context automatically.

6m
LLM Engine · MCP Tools

Relevant data fetched and correlated

The engine intelligently pulls AppDynamics and Datadog APM traces plus Datadog logs for the cart service — and correlates the latency spike with DB lock-contention logs introduced at the time of the alert.

8m
RCA Report

Root cause detected: DB lock contention

Probable root causes ranked by likelihood, with immediate actions, resolution strategies, and prevention measures — handed to the on-call engineer.

23m
Resolved

SRE applies the fix

The engineer acts on the recommendation and closes the incident — without ever opening a dashboard to hunt for data.

ROOT CAUSE IN < 10 MINUTES vs ~30 minutes manual average for this issue — MTTR reduced by ~20 minutes on a single incident.
Why Neuwave Infra Operations

One platform, limitless observability insights

AI-Powered RCA in Minutes

The LLM engine analyzes all signals and pinpoints the most probable root causes automatically — no manual effort needed.

AUTOMATED · NO MANUAL EFFORT

Universal MCP Integrations

Connects to Datadog, Cisco AppDynamics, and more via plug-and-play MCP tool connectors.

DATADOG · APPDYNAMICS · PLUG-AND-PLAY

Unified Observability View

Aggregates metrics, logs, traces, and alerts from every tool into a single, correlated incident context.

METRICS · LOGS · TRACES · ALERTS

Contextual LLM Intelligence

The LLM understands your stack, your services, and your topology — delivering expert-grade analysis on every incident.

STACK-AWARE · EXPERT-GRADE ANALYSIS

Proactive Detection

Pattern recognition across incident history helps prevent future incidents before they escalate.

PATTERN RECOGNITION · PREVENT ESCALATION

Empowers Every SRE

Junior engineers resolve complex incidents with AI guidance — removing the senior-expert bottleneck from your on-call rotation.

NO SENIOR BOTTLENECK · FULL TEAM SCALE
Measured Outcomes

What changes when AI runs the investigation

0% Reduction in MTTR Root cause in minutes instead of 4–8 hours
0% Lower Incident Response Cost Less engineering toil from day one of deployment
Zero Manual Data Hunting The LLM orchestrates all data fetching across your tools
Getting Started

Connect today.
See your first AI-RCA tomorrow.

STEP 01

Connect Your Tools

Plug in Datadog, AppDynamics, or any observability tool in just a few steps.

⏱ ~15 MIN
STEP 02

See Unified Data

All alerts appear in one correlated view across your entire stack.

⏱ ~30 MIN
STEP 03

AI Learns Your Stack

The LLM ingests your topology, services, and incident history — understanding your environment instantly.

⏱ AUTOMATIC
STEP 04

First RCA Delivered

When an alert fires, the AI fetches all relevant data and hands you a complete, actionable root-cause report.

⏱ < 5 MIN
Supported Platforms

Connected to your
observability ecosystem

Datadog Cisco AppDynamics Grafana PagerDuty AWS CloudWatch New Relic
[ Placeholder — Full Supported-Platform List ] Confirm with engineering the complete set of supported observability sources and MCP connectors before launch. The chips above show only the tools named in the master deck.

Ready to give every engineer an AI SRE?

Connect your observability tools today and see your first AI-led root-cause analysis on a real alert — in minutes, not hours.