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Short walkthroughs.
Real engineering steps.

Short demonstrations of how the work happens: connect data, prepare an AI answer, recover a pipeline and hand it over. For complete business scenarios and sample interfaces, explore solution examples in Reference Designs.

A question becomes
a useful answer.

Follow a customer question through connected order data, a delivery policy and an AI-assisted draft for a person to review.

One question. Three places to look.

A customer asks about a delivery. The answer is scattered across your systems.

Customer inbox New question
JL
Jamie LeeCustomer · sample message

Where is my order?

Hi, has order #1042 shipped? When should I expect it?

Order systemOrder #1042
Delivery policyShipping timeframes

See the path from
your systems to results

Explore practical architectures for the work your business needs to get done

Data replication

Keep operational data in sync

An online retailer needs current order and inventory data in a reporting database

  1. PostgreSQLOrders & inventory
  2. Debezium CDCCapture row changes
  3. Apache KafkaBuffer change events
  4. PostgreSQLReporting copy of orders

Transformation & movement

Turn disconnected inputs into usable data

An enterprise distributor brings SAP orders and inventory into a shared Snowflake warehouse

  1. SAPOrders & inventory
  2. Apache AirflowSchedule & coordinate
  3. Apache SparkClean, join & validate
  4. SnowflakePublish curated tables

Data analytics

Give every team the same business picture

Sales and operations need shared definitions for revenue, fulfillment, and inventory

  1. SnowflakeCurated business data
  2. PythonCalculate revenue & stock KPIs
  3. PostgreSQLStore reporting tables
  4. GrafanaSales & inventory dashboards

What would this look like in your business?

Start with the task or the question. We’ll explore the connections that could make it work.

Let’s talk