Apica

Pipeline-first telemetry management for agentic AI. Clean, governed data before platform ingestion. Up to 40% lower TCO. Gartner Visionary.

[Apica @apicaio]

Seven in ten enterprises plan to adopt pipeline-based observability within the next 12 months.

The infrastructure conversation has already moved. This is where the market is headed.

Full research download is linked in the comments.

#TelemetryPipeline #Observability #ApicaFlow

[Apica @apicaio]

50% more likely to handle 6x data growth in 24 months.
That's the pipeline gap.
The rest are about to find out why.

https://t.co/iSwEN5KFaU
#ApicaFlow #TelemetryPipeline #Observability

[Apica @apicaio]

69% of AI projects spend more on observability than compute.

New research from Omdia / Informa TechTarget, 300+ enterprise IT decision-makers, 2026. Full research: https://t.co/iSwEN5KFaU

#TelemetryPipeline #Observability

[Apica @apicaio]

Everyone’s sprinting toward agentic AI.
The data reality isn’t keeping up.
22% haven’t started.
Most aren’t ready.
Even the best only hit 59%.
Cost pressure stays above 80%.
That’s not a phase—it’s baked in.
Read the full report: https://t.co/KYebA61g9A
#AgenticAI #Observability

[Apica @apicaio]

The expensive part of running AI in production isn't the GPUs anymore, it's watching what the GPUs are doing.
In 69% of agentic AI projects, observability now costs more than compute. Omdia/Informa TechTarget research: https://t.co/iSwEN5KFaU

#Observability #AgenticAI

[Apica @apicaio]

300+ enterprise IT decision-makers put a number on the agentic AI telemetry surge: 9.5x average growth in 2 years. The consensus has been underestimating.

Check the new research: https://t.co/KYebA61g9A

#Observability #AgenticAI #DataRevolution

[Apica @apicaio]

If Prometheus is your K8s metrics layer, there's a cardinality ceiling ahead. AI workloads flood label space with unique session IDs at a pace Prometheus wasn't built for. We mapped where it breaks and what to pair it with. https://t.co/s5bgxNVuTA #Prometheus #Observability

[Apica @apicaio]

Most observability conversations stop at panel one or two.
Agentic-Ready ones start at panel four.

https://t.co/OG50RyUu3e
#ApicaFlow #TelemetryPipeline #Observability

[Apica @apicaio]

The fix isn't more ingestion. It's controlling what hits the platform in the first place.

Happy Friday. Go build something Agentic-Ready. 🔧

#Observability #TelemetryPipeline #ApicaFlow #InfrastructureEngineering

[Apica @apicaio]

Up to 40% lower observability TCO. No replacing Datadog or Splunk. Flow works upstream of whatever you've already built.
https://t.co/OG50RyUu3e

[Apica @apicaio]

Your observability contract isn't the problem. The bill gets set in the pipeline before you ever touch a platform setting.
https://t.co/OG50RyUu3e #ApicaFlow #TelemetryPipeline #Observability

[Apica @apicaio]

Pipeline-first means routing decisions happen before ingestion. What reaches your platforms is intentional. What doesn't gets re-routed appropriately on your terms, not the vendor's meter.

[Apica @apicaio]

Built our SI (systems integrator) partner program around one question: what does a partner need to walk into a customer room and actually win?

Now with 10 partners and two practice areas, Flow and Wayfinder, we have a pretty good idea.

Check it out: https://t.co/fdTHqn4fn1

[Apica @apicaio]

Most observability pipelines force a choice: keep your stack or cut costs. Apica Flow does both. OTel-native, 200+ integrations, up to 40% lower TCO. https://t.co/O2yIHaR3oK

#ApicaFlow #Observability

[Apica @apicaio]

Splunk is doing its job. The pipeline feeding it isn't. Apica Flow filters before the indexer. Up to 40% less ingest, no visibility loss. https://t.co/7lMGPIUgSm #ApicaFlow #Observability

[Apica @apicaio]

Agents reason on whatever the pipeline sends them, at machine speed, without the judgment a human brings to a dashboard. What arrives determines what gets decided. The pipeline is the most consequential piece of any agentic architecture. https://t.co/OG50RyUu3e #Observability

[Apica @apicaio]

Collecting everything isn't a good strategy. It's a cost center that gets by on good marketing. Apica Flow filters, routes, compresses, and enriches before data ever touches your platform.

#ApicaFlow #TelemetryPipeline #Observability #InfrastructureEngineering

[Apica @apicaio]

Don't ship every log, metric, and trace into your observability platform. That is how the bill gets out of hand. Decide upstream what's worth keeping. Your platform will thank you, and procurement too.

#ApicaFlow #TelemetryPipeline #Observability #InfrastructureEngineering