Agent observability for data pipelines

Your pipelines, watched.
Every answer, proven.

Varqeni watches change data capture pipelines around the clock, investigates what goes wrong, and explains it in plain language. Every finding is verified against the evidence before you see it.

Watching 24/7Read-only by defaultEvidence on every answer
The console

One view of everything moving

Live pipeline health, the investigations behind every change, and an agent you can ask. Below is an illustrative replay.

Varqeniorders / cdcHealthy
Heartbeat age
1.2s
WAL held by slot
24MB
Investigations, 24 h
3verified

watching

Works with the stack you already run

PostgreSQLDebeziumApache KafkaApicurio RegistryPrometheusKubernetesAmazon BedrockPostgreSQLDebeziumApache KafkaApicurio RegistryPrometheusKubernetesAmazon Bedrock
Two tiers

It watches everything.
It touches nothing without you.

Tier 1 · Observe

Sees, investigates, explains

Always on and strictly read-only. Varqeni reads health signals, collects evidence, and writes up what it finds. It cannot change anything.

  • Heartbeats, replication slots, connector state, lag
  • Investigations opened on real signals, not noise
  • Every claim checked against the evidence
Tier 2 · Act with approval

Fixes only what you approve

A narrow set of pre-approved actions, run only after a person approves the specific incident. Every approval and every action is recorded.

  • Nothing runs on its own
  • Each action is scoped to one known fix
  • A full audit trail from signal to outcome

Mood: Content: all healthy

Meet Pelqi

Ask it anything.
It shows its work.

Pelqi is the agent inside Varqeni. It answers from live evidence, cites what it used, and says so when the evidence is not there. Its expression tells you how things are at a glance.

Why did the orders pipeline slow down this morning?
A connector task restarted after a short broker interruption. It caught up within a minute and no events were skipped.Evidence: connector status, task log, slot position

Meet Pelqi →

How it works

From signal to proven answer

Detect

Watches health signals continuously.

Investigate

Collects the evidence around a signal.

Verify

Checks every finding before it is shown.

Explain

Plain language, with the evidence cited.

Approve

You decide. Only then can it act.

Early access

Put Varqeni on your pipeline

Varqeni is in early access. Tell us about your pipelines and we will set up a trial around them.