Batch pipelines
Scheduled ingestion and transformation across APIs, files, databases, warehouses, and cloud storage.
Custom pipelines and integrations
Data pipelines built for the system you actually operate.
Revenir designs and implements client-owned batch, streaming, API, database, and cloud-storage pipelines with the delivery and recovery controls required in production.
The engineering problem
A pipeline is production software, not a connection between 2 boxes.
Reliable movement of data depends on contracts, failure handling, idempotency, observability, backfills, security, deployment, and ownership. A connector alone does not solve those operating requirements.
Revenir builds the smallest sound pipeline architecture for the workload, implements it directly, and leaves the code, infrastructure, documentation, and operating knowledge with the client team.
Capabilities
A complete delivery system around the technical work.
Streaming systems
Event-driven pipelines with explicit delivery semantics, failure paths, replay, and operational visibility.
Custom integrations
Purpose-built integrations where generic connectors cannot satisfy the data contract or operating model.
Cloud-native delivery
AWS, Azure, and GCP services selected around the workload instead of platform novelty.
Quality and recovery
Validation, reconciliation, alerting, retries, backfills, and runbooks built into the delivery path.
Client ownership
Source-controlled code and infrastructure that the client can operate, extend, and move.
Delivery model
Architecture stays connected to implementation.
Map the contract
Define sources, consumers, volume, latency, quality, security, and failure behavior.
Design the path
Choose the simplest architecture that satisfies the production requirements.
Build and validate
Implement the pipeline, delivery controls, tests, monitoring, and recovery path.
Transfer ownership
Document the system and validate operation with the team taking it forward.
What the engagement creates
- A production pipeline designed around real operating constraints
- Observable delivery with explicit failure and recovery behavior
- Automated quality and reconciliation controls
- Source-controlled code and infrastructure
- A system owned by the client team
Start with the production constraint
Bring the system that needs to change.
We will define the real engineering boundary and determine whether Revenir is the right delivery fit.
Schedule a consultation →