Khon Kaen · Programming Consulting
When overnight ETL jobs miss the morning window
Service Rivercore helps engineering leads harden data pipelines, reduce brittle hand-offs between extractors and loaders, and restore trust in the numbers the business opens first each day.
Consultations built around real pipeline work
We sit with your warehouse schedules, job graphs, and failure logs — not abstract roadmaps — so recommendations map to the jobs you already run.
ETL Reliability Assessment
A structured review of your batch and streaming loads: failure modes, SLA gaps, and a sequenced remediation plan your team can execute.
Pipeline Architecture Review
A design critique of how extracts, transforms, and loads hand off — ownership boundaries, contracts, and where silent schema drift enters the warehouse.
Incident Recovery Support
Hands-on help when a critical ETL path is failing repeatedly: stabilize the current run, document the cause, and leave operators with a clearer replay path.
From brittle cron to recoverable runs
Many Thai and regional product teams inherit ETL scripts that grew with the product: CSV drops at midnight, fragile API pulls, and silent schema drifts that only surface when finance asks why yesterday’s revenue looks short.
Our programming consulting work focuses on data pipeline engineering practices you can keep after we leave — clear ownership of each stage, measurable SLAs for load completion, and recovery steps that operators can follow without waiting for the original author.
How an engagement unfolds
What clients notice after the assessment
Specific pipeline constraints, not generic praise. Full stories live on the client stories page.
“Rivercore walked our warehouse team through the late-night retail feed that kept failing on Thai holidays. They traced it to a timezone assumption in the extractor and left us a replay checklist we still use.”
Nattapong S. · Analytics lead, regional retail
“The written reliability scorecard was blunt about our lack of row-count checks. We had hoped for a lighter read, but the fixes they sequenced for the first thirty days were practical.”
Mira L. · Engineering manager, logistics SaaSA mild reservation: the first week of remediation still required overtime from our on-call pair.
Bring a failing job graph or a quiet warehouse doubt
Tell us which pipelines matter before 09:00 Bangkok time. We reply within two business days with a suggested consultation shape.
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