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TECHNOLOGY / DATA

Real-time data & streaming

Respond to events as the business changes.

ARCHITECTURE GUIDE / 02

HOW THE TECHNOLOGY CONNECTS

REFERENCE DESIGN
01Business events
02Schema validation
03Event broker
04Stateful processing
05Live operational views
CONTROL PLANEIdentity · governance · observability

THE PRACTICAL VIEW

Understand the pattern.
Then choose the tools.

Time-sensitive inventory, telemetry, and operational alerts require fresher signals than a nightly batch.

Event ingestion, stream processing, replay, late-event handling, and operational serving. The right design depends on data characteristics, operating constraints, risk, and the people who will maintain it.

Publish events; validate schemas; process statefully; deliver signals with replay and recovery.

ARCHITECTURE RESPONSIBILITIES

01

Business events

Establish trusted inputs, ownership, and clear access boundaries.

02

Schema validation

Make this responsibility explicit, observable, and independently testable within the overall workflow.

03

Event broker

Make this responsibility explicit, observable, and independently testable within the overall workflow.

04

Stateful processing

Make this responsibility explicit, observable, and independently testable within the overall workflow.

05

Live operational views

Define acceptance checks and ownership of the resulting information or action.

TECHNOLOGY OPTIONS

Architecture first.
Tools with a purpose.

Apache Kafka, Apache Flink, cloud event services

Examples describe architectural options, not Travinto partnerships, certifications, or confirmed integrations.

Fit

Does the pattern solve a specific workflow problem?

Trust

Can access, quality, and source evidence be verified?

Operate

Can the team observe, recover, and manage the system?

Value

Can usefulness and cost be evaluated against a baseline?

Where this pattern
can come into focus.

Retail & commerce

Connect catalog, inventory, and demand information for planning teams.

Explore the blueprint ↗

Manufacturing & energy

Connect asset knowledge, inspection findings, and maintenance planning.

Explore the blueprint ↗

Travel & logistics

Bring movement events and operational exceptions into one review flow.

Explore the blueprint ↗

START WITH YOUR CONTEXT

Make the next step
a practical one.

Explore the opportunity, assess your current landscape, and agree a focused scope with clear success criteria.

Discuss Real-time data & streaming ↗

X2X / PRODUCTS

Modernization and operations.
Designed around the work.

Explore proposed product experiences for code, data, BI modernization, agent-assisted ingestion, and accountable operations.

All offerings are product designs. Final scope, availability, source/target coverage, and integrations require confirmation.