Agree the target contract
Before anything is built, we pin down what has to arrive: the fields, the shape, the acceptance criteria, and what counts as a complete load.
Customer integrations consume delivery capacity and become separately maintained services. Beetl builds and runs them as versioned integrations.
Getting the first records out of a customer's system takes a capable engineer an afternoon. The cost comes in the months after: credentials expire, a schema changes without notice, an incremental load quietly stops picking up deletions.
Each integration becomes a small application with its own deployment, logging and failure modes, and usually one person who understands it. Ship a dozen and maintenance, not build cost, caps how many customers you can onboard.
We keep the customer-specific part explicit: how the source is accessed, the field and value mappings, the rules for that account. Credentials, scheduling, raw data retention, incremental state, validation, deployment and versioning come from the platform, the same for every integration we run.
Start with one source, one destination and one integration. You judge a real production result before committing to anything larger.
Integration requests wait behind roadmap work, and each one costs a sprint.
Every connector deploys, logs and fails in its own way, so only the person who built it can support it.
A customer reports missing records, and nobody knows which integration to check first.
The genuinely custom part stays yours to approve. The operating layer around it is the same for every connector we run.
Before anything is built, we pin down what has to arrive: the fields, the shape, the acceptance criteria, and what counts as a complete load.
Source access, incremental behaviour, and field and value mappings become explicit definitions you can read and review rather than logic inside a service.
Scheduling, retries, replay and versioning come from Beetl rather than from connector-specific code. The next integration reuses the same layer.
The engagement ends with something running in production, not a document describing what should be built.
Tell us the source system, the target contract, and what has to arrive. We will scope the smallest production data flow and tell you honestly if it is not a fit.
Talk to us