Solutions · Google Cloud Platform

Understand every Google Cloud incident in under 60 seconds.

From GKE to Cloud SQL to Pub/Sub, Applicare automatically maps dependencies, identifies root causes, explains customer impact, and recommends remediation before incidents become outages.

Book a Demo → ▶ Watch Incident Investigation

Applicare — GCP Incident Intelligence⬤ Live

GCP Architecture Flow

⚙ GKE

→

📨 Pub/Sub

→

⚡ Functions

→

🗄 Cloud SQL

→

🛒 Checkout

Latency

2,847ms

checkout · p99 ↑ 18×

Cloud SQL Conn

94%

pool near exhaustion

✓ Root Cause Identified — Deploy #4821 introduced N+1 query pattern. Cloud SQL connection pool exhausted (94%). Pub/Sub backlog growing. → Recommended Remediation: Roll back deploy #4821 or apply query cache patch.

<60s

Root cause identification across all GCP services

38%

Average GCP cost reduction after deployment

25+

Google Cloud services monitored natively

99.99%

Application availability for Applicare customers

The Observability Gap

Why native monitoring isn't enough.

Google Cloud Operations surfaces signals. Applicare delivers causality — the difference between knowing something is wrong and knowing exactly what to do about it.

Google Cloud Operations tells you

CPU is high
Errors increased
Latency is rising

You still have to find out why — hours of manual correlation across dashboards, logs, and teams.

Applicare tells you

What changed (deploy, config, traffic shift)
Why it happened (root cause service & query)
Which services are affected and in what order
What should happen next (remediation steps)

Causality, context, and action — in under 60 seconds.

SIGNALS

Metrics · Logs · Traces

→

CONTEXT

Deploys · Changes

→

CAUSALITY

Root Cause · Impact

→

ACTION

Remediation Steps

Incident Investigation

See how Applicare investigates incidents.

10:03 AM

Deployment #4821 released

New checkout service version deployed to GKE prod cluster

10:05 AM

Cloud SQL connections spike

Connection pool utilisation rises from 42% → 94%

10:06 AM

Pub/Sub backlog increases

order-events topic: 12,000 unprocessed messages and growing

10:07 AM

Checkout latency rises

p99 latency: 156ms → 2,847ms · error rate +4.2%

10:08 AM

🧠 ArcIn identifies root cause

N+1 query in deploy #4821 · SQL pool exhausted · 3-service cascade confirmed

10:09 AM

⚡ IntelliTune recommends remediation

Option A: rollback deploy. Option B: apply query cache patch (no downtime)

ArcIn — Causality Analysis⬤ Resolved 10:09

🧠 ArcIn Root Cause:
Deploy #4821 introduced 23 additional SQL queries per checkout transaction (N+1 on cart.getItems()). Under load, Cloud SQL connection pool (limit: 200) reached 188/200. Pub/Sub consumers blocked waiting for SQL. Full cascade took 4 minutes.

⚡ IntelliTune:
Recommended: eager-load cart items with SELECT IN (1 query vs 23). Auto-patch available. Estimated resolution: 4 minutes, zero downtime.

Traditional Monitoring

6–20

minutes to understand

Applicare

<60s

to root cause + remediation

Entity Graph

Every dependency. One graph.

Every deployment, service, database, queue, API, and customer transaction represented in a continuously updated causal relationship graph — auto-discovered in under 12 seconds.

Live Entity Graph — Google Cloud
GKE Cluster (prod-us-central1)Healthy
└─ depends on ─────────────────
Pub/Sub (order-events)Backlog ↑
└─ triggers ─────────────────
Cloud Functions (order-processor)Running
└─ queries ──────────────────
Cloud SQL (orders-db)🔴 Root Cause
└─ impacts ──────────────────
Customer Checkout FlowLatency 2.8s
└─ analysed by ──────────────
ArcIn Causality Engine✓ Root Cause + Fix
Auto-discovered in 11.4s · Updated every 15s · 247 entities mapped

🔗

Cross-service causal topology

Every GCP service, deploy, config change, and user transaction linked in a living graph. Incidents spanning 5 services surface as one root cause, not five alerts.

Auto-discovered · no manual mapping required

⚡

Deploy-correlated intelligence

Every deployment tracked against performance baselines. Regressions detected within seconds — before the on-call pager fires.

Deployment gates · automatic rollback triggers

💡

Customer impact quantification

Each incident correlated with affected user sessions, transactions, and revenue impact — so you prioritise what matters.

Business context on every alert

Native Integrations

Built for modern Google Cloud environments.

Deep native integrations with 25+ Google Cloud services — no custom exporters, no agents to manage.

⚙

GKE

🗄

Cloud SQL

🚀

Cloud Run

📨

Pub/Sub

📊

BigQuery

🗂

Cloud Storage

⚡

Cloud Functions

🔒

IAM

🌐

VPC

☸️

Anthos

🔷

Spanner

📡

Cloud CDN

⚖

Load Balancing

🛡

Cloud Armor

📋

Cloud Logging

Customer Outcomes

Proven results across industries.

Global Retail Enterprise

Challenge: Checkout failures during peak sales events causing revenue loss and customer complaints.

3×

faster incident resolution

99.99%

uptime achieved

65%

fewer customer complaints

Financial Services Platform

Challenge: Cross-region latency issues creating Sev-1 incidents and unpredictable infrastructure spend.

82%

reduction in MTTR

41%

lower infra spend

96%

fewer Sev-1 incidents

Quick Start

Start understanding your cloud in minutes.

Connect your GCP projects

OAuth2 or service account — one click to link all your GCP projects and regions. No agents to deploy.

Applicare maps dependencies

Entity graph auto-discovery runs immediately — GKE, Cloud SQL, Pub/Sub, and Functions all connected in under 12 seconds.

Investigate incidents immediately

ArcIn begins correlating signals. First root cause identification available within your first deployment cycle.

⏱ Average time to first insight: under 30 minutes

Resources

Go deeper on GCP observability.

📐

GCP Monitoring Architecture Guide

Entity graph design patterns for Google Cloud environments

📋

Incident Investigation Playbook

Step-by-step guide to faster GKE and Cloud SQL incident resolution

💰

Cost Optimization Checklist

38 actions to reduce Google Cloud spend without sacrificing reliability

▶

5-Minute Product Tour

Watch Applicare investigate a real GCP incident from alert to remediation

Ready to see causality?

Google Cloud Monitoring shows you signals.
Applicare shows you causality.

Understand what changed, why it happened, how it impacts customers, and what to do next — in under 60 seconds.

Book a Demo → Speak with an Expert

The Platform

What we solve

Understand every Google Cloud incident in under 60 seconds.

Why native monitoring isn't enough.

See how Applicare investigates incidents.

Every dependency. One graph.

Built for modern Google Cloud environments.

Proven results across industries.

Start understanding your cloud in minutes.

Go deeper on GCP observability.

Google Cloud Monitoring shows you signals.
Applicare shows you causality.

The Platform

What we solve

Understand every Google Cloud incident in under 60 seconds.

Why native monitoring isn't enough.

See how Applicare investigates incidents.

Every dependency. One graph.

Built for modern Google Cloud environments.

Proven results across industries.

Start understanding your cloud in minutes.

Go deeper on GCP observability.

Google Cloud Monitoring shows you signals.Applicare shows you causality.

Google Cloud Monitoring shows you signals.
Applicare shows you causality.