Platform Architecture

The Unified Agentic AI
Observability Platform

One platform to collect every signal, correlate every failure, and autonomously resolve incidents across your entire production environment.

How TigerOps Works

A fully integrated data pipeline — from raw telemetry to autonomous action.

01
Instrumentation
  • Agents
  • OTel SDKs
  • eBPF probes
  • Browser RUM
02
Ingestion
  • Metrics
  • Traces
  • Logs
  • Events
03
AI Processing
  • Correlation
  • Anomaly Detection
  • Root Cause AI
  • Forecasting
04
Insights
  • Dashboards
  • Alerts
  • SLO Tracking
  • Topology
05
Action
  • Auto-remediation
  • Runbooks
  • Notifications
  • Rollbacks

Three Pillars of Agentic Observability

Every capability in TigerOps is designed around one goal: keeping your production systems healthy without human intervention.

Collect

450+ Integrations

Instrument once, observe everything. Native agents, OpenTelemetry support, and 450+ pre-built integrations span every layer of your stack — from infrastructure to frontend.

450+
Integrations
<1ms
Agent overhead
100%
OTel compatible
  • Auto-instrumentation for 30+ frameworks
  • eBPF-based infrastructure telemetry
  • Real user monitoring & synthetic checks
  • OpenTelemetry-native ingestion pipeline
Analyze

AI-Powered Correlation

Our AI engine ingests every metric, trace, log, and event — correlating signals across services and time to surface root causes in seconds, not hours.

10TB+
Daily ingestion
3 sec
Anomaly detection
94%
Root cause accuracy
  • Cross-signal causal graph inference
  • Dynamic baseline and seasonality modeling
  • Distributed trace topology mapping
  • Predictive failure forecasting
Act

Autonomous Remediation

Go beyond alerts. The AI SRE Agent executes runbooks, scales infrastructure, rolls back deployments, and notifies the right people — all without waking anyone at 3am.

80%
Auto-resolved incidents
12min
Avg MTTR reduction
0
False wakeups
  • Runbook automation with AI reasoning
  • Safe auto-remediation with rollback
  • PagerDuty, Slack, Jira integrations
  • Audit trail for every autonomous action

Built for Planet-Scale

TigerOps ingests, stores, and queries telemetry data at a scale that keeps pace with the fastest-growing engineering teams in the world.

10TB+
Data ingested daily
across all customers
1M+
Events per second
peak ingestion capacity
18 months
Hot retention
queryable in milliseconds
99.995%
Platform uptime
SLA guaranteed
<50ms
Query p99 latency
even at petabyte scale
40+
Global PoPs
for data residency
Security & Compliance

Enterprise-Grade Security,
Out of the Box

TigerOps is built with a security-first mindset. Every data path is encrypted, every access is audited, and compliance certifications are maintained continuously — not just at audit time.

  • TLS 1.3 encryption in transit, AES-256 at rest
  • Role-based access control with SSO/SAML/OIDC
  • Data residency options across US, EU, APAC
  • Immutable audit logs for all platform actions
  • Customer-managed encryption keys (CMEK)
  • Penetration testing results available on request
SOC 2 Type II

Annual third-party audit of security, availability, and confidentiality controls.

GDPR

EU data processing agreements, right-to-erasure, and data residency options in the EU.

HIPAA

BAA available. TigerOps supports HIPAA-eligible workloads with appropriate configurations.

ISO 27001

Certified information security management system covering all production infrastructure.

Works With Your Entire Stack

From cloud providers to databases, TigerOps integrates with every tool your team already relies on.

Ready to See It in Action?

Join hundreds of engineering teams who have eliminated alert fatigue and cut their MTTR by 80% with TigerOps.