Apica Flow

Pipeline Plane

The Agentic-Ready Telemetry Pipeline

Control Your Telemetry. Control Your Costs.

The intelligent telemetry pipeline that makes enterprises Agentic-Ready by solving AI’s fundamental data challenge: Getting clean, governed, real-time telemetry to AI agents before it becomes an expensive platform problem.

Flow intercepts, enriches, and routes observability data before costly platform ingestion, giving enterprises 100% pipeline control, zero data loss, and the data quality foundation that agentic AI requires. Built on an elastic, Kubernetes-native architecture, Flow is how organizations cut observability spend by up to 40% while simultaneously enabling the AI-scale data pipelines their agents depend on.

Documentation

Datasheet (PDF)

Capabilities

What Flow Does

Never-block, never-drop architecture that processes, enriches, and routes your telemetry data intelligently.

Pipeline Reliability That Agentic Systems Demand

AI agents don’t pause when traffic spikes. Neither does Flow. InstaStore™ infinite buffering absorbs 10x data surges automatically, guaranteeing zero telemetry loss so your agents always have the complete, uninterrupted signal they need to act with confidence, even during incident peaks.

Agentic-Ready Data Quality at the Pipeline Layer

The biggest obstacle to enterprise AI isn’t the model, it’s the data. Siloed, fragmented, ungoverned telemetry is what AI agents actually choke on. Flow resolves this before data ever reaches your platforms: Transform, normalize, enrich, redact, and route telemetry in-stream so AI agents consume clean, governed, contextually complete signals, not raw noise. Process once, deliver many: Security logs to SIEM, traces to APM, metrics to your observability stack, all in real time.

Elastic Scale for Unpredictable Agentic Workloads

A single AI agent in production can generate more telemetry in an hour than an entire application stack produced in a day. Flow’s Kubernetes-native architecture scales horizontally and vertically on demand, no capacity planning, no overprovisioning, no manual intervention. Your pipeline grows with your agentic footprint, not against it.

Open Standards, Zero Lock-In, Full Stack Freedom

As agentic AI reshapes enterprise architecture, the tools you lock into today become the constraints you fight tomorrow. Flow is OpenTelemetry-native with 200+ pre-built connectors for Splunk, Datadog, Elastic, and open-source environments. Route telemetry to any destination, Apica’s data lake or your own, with the flexibility to evolve your stack as AI strategies mature and vendor landscapes shift.

Traditional Telemetry Pipelines Were Built for Applications

Agentic infrastructure demands more. Flow natively collects LLM-specific telemetry, token usage, latency, prompt metadata, and distributed traces, via OpenTelemetry, with advanced filtering and redaction baked in to meet data residency and regulatory requirements from day one. Your pipeline doesn’t just observe AI; it’s built to enable it.

Benefits

Why Flow

From eliminating data loss to slashing observability spend — built for enterprise scale.

Reduce Observability Costs by 40%

100% pipeline control means you choose what to index, route, and store — eliminating the per-byte pricing traps that inflate observability spend.

Guaranteed Zero Data Loss

Infinite buffering with InstaStore™ ensures no telemetry is ever dropped — even during traffic spikes, network partitions, or destination outages.

10x Traffic Spike Handling

Kubernetes-native autoscaling absorbs massive load surges automatically — no manual capacity planning required.

Intelligent Routing & Enrichment

Route data to the right destination at the right time with real-time enrichment, transformation, and business-rule-driven classification.

Works With Your Existing Stack

Integrates with any data source, any destination — Splunk, Elasticsearch, S3, Kafka, and more — without ripping out existing tooling.

Replay & Recover Anytime

Instantly replay historical data to any target for incident investigation, compliance, or destination migrations — without data gaps.

Flexible Indexing Control

Choose when and how to index data based on actual business value — storing everything while only paying full-index cost for what matters.

Open, Vendor-Neutral Architecture

No proprietary lock-in — Flow uses open standards and integrates across your entire observability ecosystem.

FAQ

Frequently Asked Questions

Is Apica Flow available for both on-premises and cloud environments?

Yes, Apica Flow offers flexible deployment options to work with your organization’s existing storage or Apica’s optimized data lake. The elastic Kubernetes-native architecture provides instant throughput on-demand across any environment. Apica also offers a fully managed SaaS option for organizations seeking a turnkey solution.

Can Apica Flow integrate with existing observability systems?

Absolutely, Flow features 200+ pre-built integrations with major observability tools including Splunk, Datadog, Elastic, and open-source environments. Universal integration and compatibility ensure seamless operation with your existing tech stack.

What are the primary benefits of using Apica Flow?

Flow provides 100% pipeline control to maximize data value while offering infinite data buffering with InstaStore™ to prevent data loss. Cost-optimized pipeline management with flexible indexing options allows you to choose when and how to index data based on business value.

How well can Apica Flow scale to meet enterprise demands?

Flow features elastic Kubernetes-native scaling with automatic horizontal and vertical scaling on-demand without manual intervention. Built-in cluster autoscaling seamlessly handles 10x traffic spikes with guaranteed zero data loss.

How does Apica Flow's single-tier storage architecture reduce costs?

Flow uses a “Never Block, Never Drop” architecture with infinite data buffering powered by InstaStore™ technology. This guarantees zero data loss even when targets go offline or sources surge unexpectedly.

Integrations