Expanso example library

Find the shortest path from data to outcome.

Inspect a verified pattern, see its boundary, then adapt the pipeline.

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Three useful entry points

Protect dataRemove PIIDelete, hash, pseudonymize, and generalize selected fields in synthetic records.Analyze edge dataSCADA Energy EdgeTransform adapter-decoded synthetic SCADA telemetry and route selected events.Migrate dataDB2 to BigQueryMap a representative DB2 export into a BigQuery-oriented schema.

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26 examples

• Transform data

  Aggregate Time Windows

  Calculate counts and summary statistics across event-time windows.

  On premises

  Execution

  Architecture only

  Evidence

  Ops not assessed

  Difficulty

  Intermediate

  Interaction

  Transformation

  Open example
• Operate reliably

  Circuit Breaker Patterns

  Route around a failing downstream system without cascading the failure.

  On premisesEdge to cloud

  Execution

  Architecture only

  Evidence

  Ops not assessed

  Difficulty

  Intermediate

  Interaction

  Architecture

  Open example
• Route data

  Content-Based Routing

  Route records by severity, region, event type, and priority.

  On premises

  Execution

  Architecture only

  Evidence

  Ops not assessed

  Difficulty

  Intermediate

  Interaction

  Transformation

  Open example
• Transform data

  Content-Based Splitting

  Split compound messages into independently processable records.

  On premises

  Execution

  Architecture only

  Evidence

  Ops not assessed

  Difficulty

  Intermediate

  Interaction

  Transformation

  Open example
• Protect data

  Cross-Border GDPR

  Minimize and pseudonymize synthetic records before an analytics transfer.

  On premisesCloud account

  Execution

  Architecture only

  Evidence

  Ops not assessed

  Difficulty

  Intermediate

  Interaction

  Transformation

  Open example
• Migrate data

  DB2 to BigQuery

  Map a representative DB2 export into a BigQuery-oriented schema.

  On premisesCloud account

  Execution

  Architecture only

  Evidence

  Ops not assessed

  Difficulty

  Advanced

  Interaction

  Architecture

  Open example
• Transform data

  Deduplicate Events

  Drop repeated events using exact, fingerprint, and identifier-based matching.

  On premises

  Execution

  Architecture only

  Evidence

  Ops not assessed

  Difficulty

  Intermediate

  Interaction

  Transformation

  Open example
• Protect data

  Encrypt Sensitive Data

  Encrypt selected fields while retaining explicitly non-sensitive fields for analysis.

  On premises

  Execution

  Architecture only

  Evidence

  Ops not assessed

  Difficulty

  Intermediate

  Interaction

  Transformation

  Open example
• Protect data

  Encryption Patterns

  Compare field-level encryption patterns across common synthetic record shapes.

  On premises

  Execution

  Architecture only

  Evidence

  Ops not assessed

  Difficulty

  Intermediate

  Interaction

  Transformation

  Open example
• Protect data

  Enforce Schema

  Validate JSON records and route rejected data to a dead-letter path.

  On premises

  Execution

  Architecture only

  Evidence

  Ops not assessed

  Difficulty

  Intermediate

  Interaction

  Transformation

  Open example
• Process logs

  Enrich and Export

  Add lineage metadata, batch logs, and export the result to object storage.

  On premisesCloud account

  Execution

  Architecture only

  Evidence

  Ops not assessed

  Difficulty

  Intermediate

  Interaction

  Architecture

  Open example
• Route data

  Fan-Out Pattern

  Send each record to multiple destinations with independent delivery paths.

  On premisesCloud account

  Execution

  Architecture only

  Evidence

  Ops not assessed

  Difficulty

  Advanced

  Interaction

  Architecture

  Open example
• Process logs

  Filter Severity

  Keep higher-severity log events and route them to local outputs.

  On premises

  Execution

  Architecture only

  Evidence

  Ops not assessed

  Difficulty

  Intermediate

  Interaction

  Transformation

  Open example
• Analyze edge data

  Medical Device Intelligence

  Batch synthetic field reports locally and send a bounded summary to fleet systems.

  Remote siteCloud account

  Execution

  Architecture only

  Evidence

  Ops not assessed

  Difficulty

  Advanced

  Interaction

  Architecture

  Open example
• Analyze edge data

  MotherDuck Retail Analytics

  Prepare synthetic point-of-sale events as partitioned Parquet for cloud analytics.

  Remote siteCloud account

  Execution

  Architecture only

  Evidence

  Ops not assessed

  Difficulty

  Advanced

  Interaction

  Architecture

  Open example
• Migrate data

  Nightly Backup

  Extract database records, add recovery metadata, and route backup objects to storage.

  On premisesCloud account

  Execution

  Architecture only

  Evidence

  Ops not assessed

  Difficulty

  Advanced

  Interaction

  Architecture

  Open example
• Transform data

  Normalize Timestamps

  Parse multiple timestamp representations into a consistent UTC form.

  On premises

  Execution

  Architecture only

  Evidence

  Ops not assessed

  Difficulty

  Intermediate

  Interaction

  Transformation

  Open example
• Analyze edge data

  O-RAN Telemetry

  Normalize synthetic radio telemetry and route selected metrics to example destinations.

  Remote siteCloud account

  Execution

  Architecture only

  Evidence

  Ops not assessed

  Difficulty

  Advanced

  Interaction

  Architecture

  Open example
• Transform data

  Parse Structured Logs

  Turn JSON, CSV, syslog, and access logs into structured records.

  On premises

  Execution

  Architecture only

  Evidence

  Ops not assessed

  Difficulty

  Intermediate

  Interaction

  Transformation

  Open example
• Route data

  Priority Queues

  Classify and route messages into priority-specific queues.

  On premises

  Execution

  Architecture only

  Evidence

  Ops not assessed

  Difficulty

  Intermediate

  Interaction

  Transformation

  Open example
• Process logs

  Production Pipeline

  Parse, enrich, reduce, redact, and fan out synthetic logs in one pipeline.

  On premisesCloud account

  Execution

  Architecture only

  Evidence

  Ops not assessed

  Difficulty

  Advanced

  Interaction

  Architecture

  Open example
• Protect data

  Remove PII

  Delete, hash, pseudonymize, and generalize selected fields in synthetic records.

  On premises

  Execution

  Runs offline

  Evidence

  Ops not assessed

  Difficulty

  Intermediate

  Interaction

  Transformation

  Open example
• Analyze edge data

  SCADA Energy Edge

  Transform adapter-decoded synthetic SCADA telemetry and route selected events.

  Remote siteCloud account

  Execution

  Architecture only

  Evidence

  Ops not assessed

  Difficulty

  Advanced

  Interaction

  Transformation

  Open example
• Operate reliably

  Smart Buffering

  Deliver higher-priority messages first while a backlog drains.

  On premises

  Execution

  Architecture only

  Evidence

  Ops not assessed

  Difficulty

  Intermediate

  Interaction

  Architecture

  Open example
• Process logs

  Splunk Edge Processing

  Prepare, filter, and route synthetic edge events to a Splunk HEC boundary.

  Remote siteCloud account

  Execution

  Architecture only

  Evidence

  Ops not assessed

  Difficulty

  Advanced

  Interaction

  Architecture

  Open example
• Transform data

  Transform Formats

  Convert records between JSON, Avro, and Parquet representations.

  On premises

  Execution

  Architecture only

  Evidence

  Ops not assessed

  Difficulty

  Intermediate

  Interaction

  Transformation

  Open example