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Home/Capabilities/Event Driven
Capability #18 · Architecture

Event-Driven Architecture

Kafka and Event Hubs integration, real-time triggers, streaming workflows and autonomous event response.

Stream triggersWebhooksBackpressureExactly-once
#18
Capability
Architecture
Category
Live
In production
Day 1
Available
Architecture

Event-Driven Architecture

Kafka and Event Hubs integration, real-time triggers, streaming workflows and autonomous event response.

  • Kafka, Event Hubs, EventBridge, Pub/Sub
  • Real-time triggers
  • Streaming workflows with backpressure
  • Autonomous response to enterprise events
  • Exactly-once semantics where supported
GOAL Q3 close PLAN 4 tasks EXECUTE + replan OUT COME
How it works

Six pillars of Event-Driven Architecture.

Each pillar can be enabled, configured and audited independently.

Stream triggers

Kafka, Event Hubs, EventBridge.

Webhooks

From SaaS, CDC and custom apps.

Backpressure

Built-in flow control and DLQ.

Exactly-once

Where upstream supports.

Per-event audit

Policy-bound event handling.

Correlation

Aggregate signals across streams.

How it works

From signal to action in milliseconds.

When something happens — a stream event, a system alert, an inbound message — agents respond in real time, not on tomorrow's batch.

1

Subscribe

Agents subscribe to Kafka, Event Hubs, Kinesis, SNS, Pub/Sub, webhooks and database CDC streams.

2

Filter & correlate

Event filters and correlation rules turn a firehose into actionable triggers.

3

Decide

The reasoning engine evaluates each trigger, fetches context, and decides whether to act, escalate, or ignore.

4

Act

Tool calls execute within milliseconds — open a ticket, freeze an account, dispatch a technician, notify a customer.

5

Close the loop

Outcomes feed back into the stream so downstream consumers see the action and its result.

Outcomes

What customers measurably ship with this capability.

Real numbers from production deployments — across banking, healthcare, telco, manufacturing and the public sector.

< 1s
Trigger latency
Kafka
Event Hubs · Kinesis
Streaming
Native
Exactly-once
Semantics where supported
Time-to-value

Real-time response, governed

Sub-second isn't just about speed — it's about catching the issue before it cascades. Every event-driven action carries the same governance as a batch one.

Risk reduction

Built for high cardinality

Telco signal streams, banking trade flows, IoT telemetry — xyner scales to millions of events per second with bounded latency.

Industry use cases

How Event-driven automation shows up in production.

Six concrete patterns from regulated enterprises across financial services, healthcare, telecom, public sector, energy and manufacturing.

Banking

Fraud freeze

On suspicious transaction patterns, agents freeze the account, notify the customer, and open a fraud case in under a second.

Insurance

First-notice triage

On FNOL submission, agents pull policy, validate coverage, and route to the right handler queue instantly.

Healthcare

ICU alerts

On telemetry deviations, agents notify the right specialist, open a chart note, and surface the patient context.

Telecom

Network outage

On NMS events, agents auto-open tickets, post status, dispatch field crews and run remediation playbooks.

Public sector

Critical-event response

Citizen-emergency events route to the right agency with pre-built playbooks.

Manufacturing

Line-stop response

On quality-deviation events, agents alert engineering, escalate to ops, and start root-cause.

Why xyner

Scheduled batches vs. event-driven agents.

If you find out about problems on tomorrow's batch report, the customer already left.

Dimension
Without xyner
With xyner
Latency
Hours to days
Sub-second to seconds
Triggers
Cron
Streams, webhooks, CDC, IoT
Throughput
Constrained by batch window
Scales with stream capacity
Granularity
Aggregated
Per-event
Resilience
Re-run the whole batch
Replay individual events
Operating cost
Burst peaks
Smooth, demand-shaped
Real-time agents on Kafka mean our NOC reacts in seconds, not minutes.
SVP, Network Operations · Telecom Carrier
FAQ

Common questions, straight answers.

How are events delivered?

Native consumers, with at-least-once or exactly-once where supported.

Can I throttle?

Yes — per-topic and per-tenant flow control.

How quickly can we adopt this capability?

Most customers adopt new capabilities in 2-4 weeks through starter packs and onboarding workshops.

Does this require new infrastructure?

No. The capability runs on your existing xyner deployment — cloud, hybrid, on-prem or sovereign.

Do you provide migration help?

Yes — our customer success team and partners deliver guided migrations and pilots.

Get started

Ready to put autonomous agents to work?

See xyner in your environment with a guided executive demo.

Request a demo Contact us
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