Integrate without
the sprawl.
Map required sources and destinations to documented components, validate a bounded job, and record explicit gaps.
Before
After
Catalog
Verify current components
Config
Define the intended job in YAML
Test
Validate delivery and failure semantics
Measure
Record environment-specific outcomes
/ Challenges
Challenges
Integration Sprawl
Every team building custom scripts to move data. Hundreds of brittle pipelines. No one knows what's connected to what.
Transformation Bottlenecks
All transformation happens in central platforms. Data teams drowning in pipeline requests. Weeks to deploy new integrations.
Platform Lock-In
Data stuck in vendor-specific formats. Switching platforms means rewriting everything. Migration nightmares.
No Reusability
Same transformations written 10 different ways. No shared logic. Every integration starts from scratch.
/ What We Do
Documented Component Review
Map required sources, processors, and destinations to the current component catalog.
Verified coverage
Upstream Transformation
Transform data at the source before it hits platforms. Filter, enrich, validate, and format where data is created.
Reduce platform load
Reusable YAML Patterns
Identify reviewable job configuration that can be tested for each target environment.
Repeatable validation
Gap Documentation
Record missing components or unsupported requirements before selecting an implementation path.
Explicit limitations
/ Component Categories to Verify
Databases
PostgreSQL, MySQL, MongoDB, Cassandra, Oracle, SQL Server
Cloud Platforms
AWS S3, Azure Blob, GCP Storage, Snowflake, Databricks, Splunk
APIs & SaaS
Salesforce, ServiceNow, Slack, REST APIs, GraphQL
IoT & Edge
MQTT, OPC-UA, Modbus, BACnet, LoRaWAN, Zigbee
Messaging
Kafka, RabbitMQ, NATS, Pulsar, AWS SQS, Azure Event Hubs
Files & Storage
CSV, JSON, Parquet, Avro, local filesystems, NFS, SMB
/ What You Get
Integration Inventory
Complete integration map with ownershipWe map all your current integrations - sources, destinations, transformations, and who owns them
Connector Gap Analysis
Connector coverage reportIdentify which requirements map to current documented components and which remain gaps
Transformation Optimization
Transformation test planFind opportunities to move transformation upstream and reduce platform load
Migration Plan
Scoped validation roadmapStep-by-step plan to consolidate integrations and deploy upstream transformation
/ Evaluation Scenarios
Source and Destination Inventory
Challenge
A team needs to determine whether its required systems have documented Expanso components.
Solution
Map every required input, processor, and output to the current component catalog and record gaps.
Evidence
Evidence to collect: exact component pages, supported fields, authentication requirements, and limitations.
Transformation Placement Review
Challenge
A team wants to evaluate whether a transformation should run close to the source.
Solution
Build a bounded YAML job using documented processors and compare it with the current workflow.
Evidence
Evidence to collect: correctness, latency, resource use, downstream volume, and failure behavior.
MQTT Telemetry Evaluation
Challenge
A team needs to ingest and aggregate telemetry using a documented pattern.
Solution
Use the documented MQTT input and IoT aggregation pattern with a configured test destination.
Evidence
Evidence to collect: message coverage, schema handling, throughput, outage recovery, and destination receipt.
/ Book your free consultation
Stop stitching ELT?
Pick a time. 30 minutes. No slides — we go straight to your integration sprawl and the places to collapse it with upstream control.
- 30-day assessment with a prioritized consolidation plan
- Free of charge — no commitment beyond the call
- We'll ask hard questions, not try to sell
