Apica Observe

Observability Plane

Where Your Telemetry Becomes Intelligence

Correlate Everything. Detect Instantly. Understand Your AI in Real Time.

Flow routes the right data. Lake stores all of it. Observe turns it into answers.

Unlike the legacy platforms, which charge for every byte and lock you into their data model, Observe is purpose-built to work within Apica’s pipeline-first architecture, giving you real-time intelligence at object storage economics.

AI-powered observability that correlates logs, metrics, traces, events, and web performance data in a single view, with automatic anomaly detection, distributed tracing, and out-of-the-box LLM dashboards built for agentic AI environments.

Because Observe is backed by InstaStore™, your entire operational history is always available: no tiering decisions, no data expiry, no gaps in the picture when you need it most.

Documentation

Datasheet (PDF)

Capabilities

What Observe Does

Full-stack observability — from infrastructure to distributed tracing, logs, synthetic monitoring, and AI-driven analytics.

Unified Data Correlation

Correlate logs, metrics, traces, events, and web performance data in one view; pinpoint root causes faster by seeing all telemetry types together, including direct correlation between synthetic monitoring failures and infrastructure issues.

AI/ML-Powered Anomaly Detection

Built-in intelligence automatically identifies issues and performs root cause analysis across your entire infrastructure, no manual threshold tuning required.

High-Cardinality Support at Scale

Purpose-built for cloud-native, microservices, and agentic AI workloads, handling millions of unique time series and high-cardinality data without performance degradation.

Infinite Retention with InstaStore™

Complete observability history always available for investigation, comparison, and replay, backed by infinitely scalable object storage with no tiering complexity.

Real User Monitoring (RUM) with AI-Driven Analysis

Extend full-stack observability from server to endpoint, capturing live performance data from real user devices and sessions, with built-in AI analysis that automatically surfaces anomalies and insights.

Closes the visibility gap between infrastructure and actual user experience, with endpoint-level signals that agentic systems serving real users depend on to operate reliably
AI-driven analysis continuously identifies performance patterns and anomalies in real user metrics, no manual threshold configuration required
Lays the foundation for edge observability as agentic workloads extend further toward the user

Service Level Objective (SLO) Tracking

Define, monitor, and report against service level commitments natively within Observe, giving SRE and enterprise IT teams a single platform for both telemetry visibility and SLO management.

Enables teams to establish and track reliability contracts against the precise service level agreements their business has committed to
Surfaces SLO status alongside correlated logs, metrics, traces, and real user data so reliability gaps are visible in full context, not in isolation
Prepares enterprise teams to set and monitor the reliability standards that AI-integrated and agentic workloads must meet before reaching production

Out-of-the-Box LLM and AI Monitoring

Pre-built dashboards for LLM and AI model observability, with OpenTelemetry and Jaeger integration for distributed tracing across modern agentic workflows.

Benefits

Why Observe

From enhanced data control to real user visibility, reliability management, and compliance, built for the demands of modern enterprise infrastructure.

Data Control & Reduced Vendor Lock-In

Enhance data control across your entire observability stack while reducing dependency on proprietary platforms — keeping your options open.

AI-Powered Anomaly Detection

Built-in AI/ML for automatic anomaly detection, forecasting, and root cause analysis across your entire infrastructure.

First-Mile Data Storage

Store first-mile data and prevent any data loss — ensuring complete observability history is available for incident investigation and compliance.

Cost Savings

Optimize costs with accurate data forwarding — eliminating the waste of sending all data everywhere at full cost.

Compliance

Boost compliance via on-demand data retrieval — meeting regulatory requirements with complete audit trails and sensitive data scanning.

Security

Protect sensitive data and avoid resting cloud exposure — with built-in security features and data governance across all telemetry signals.

Infinite Scalability

Infinitely scalable streaming and indexing to object storage — handles enterprise scale without performance degradation.

Integrates With Any Stack

Works with OpenTelemetry, Jaeger, and your existing infrastructure tools — no rip-and-replace required.

Real User Visibility

Capture live performance data from real devices and sessions, not simulated traffic, so your team always knows how users are actually experiencing your services, not just how your infrastructure looks from the inside.

Reliability and SLO Management

Consolidate service level tracking alongside your full observability stack, giving platform and SRE teams a single source of truth for the reliability commitments that govern AI-integrated workloads in production.

FAQ

Frequently Asked Questions

Is Apica Observe available for both on-premises and cloud monitoring?

Yes, Observe provides comprehensive monitoring capabilities that align with your existing infrastructure across any environment. The platform offers flexible deployment options, including a fully managed SaaS solution, while maintaining complete data ownership and control.

Can Apica Observe integrate with existing monitoring and observability tools?

Absolutely, Observe integrates with any stack and includes OpenTelemetry and Jaeger integration for distributed tracing. The platform works seamlessly with your existing infrastructure capabilities while providing infinitely scalable streaming and indexing.

What are the primary benefits of using Apica Observe?

Observe delivers automatic anomaly detection and root cause analysis across every layer of your infrastructure with real-time insights. It enhances data control, reduces vendor lock-in, and provides cost savings through intelligent observability management.

How well can Apica Observe scale to meet enterprise monitoring demands?

Observe features infinitely scalable streaming and indexing to object storage with intuitive UI capabilities. The platform handles comprehensive infrastructure monitoring including metrics, server monitoring, container monitoring, and Kubernetes autoscaling.

How does Apica Observe's AI-powered anomaly detection work?

Observe uses built-in AI/ML features for automatic anomaly detection, forecasting, and root cause analysis across your entire infrastructure. The platform provides intelligent insights and proactive monitoring capabilities that many traditional observability platforms don’t offer.

Integrations

Works With Your Existing Stack

Observe works with OpenTelemetry, Jaeger, and the full range of observability data sources and destinations.

OpenTelemetry

Jaeger

Vector

Prometheus

rsyslog

Kubernetes

PagerDuty

Splunk

Observe integrates with any APM solution, alerting platform, and data source in your stack.