Case studies
Work delivered by the OpsBreak team. Client names and details are withheld under confidentiality; the figures shown are the ones we can stand behind.
All case studies

North American client, delivered by the OpsBreak team
Moving a language model workload from paid APIs to self-hosting
About 60% lower model running cost than API pricing

North American client, delivered by the OpsBreak team
Rebuilding a model release pipeline to ship in hours
Model deployments cut from 3 weeks to 4 hours

North American clients, delivered by the OpsBreak team
Database migrations planned around a tested rollback
Production databases moved with a tested rollback path

North American clients, delivered by the OpsBreak team
Reducing AWS bills by fixing what drives the spend
Lower AWS bills for the same workloads

North American clients, delivered by the OpsBreak team
Retrieval-augmented generation pipelines over client documents
Language model answers grounded in the client's own documents

North American clients, delivered by the OpsBreak team
OpenSearch implementations for search and analytics
OpenSearch running in production for client workloads

North American clients, delivered by the OpsBreak team
Running self-hosted platforms for clients
Self-hosted platforms kept running, patched and monitored

OpsBreak's own product
Get Tajdeed: a bilingual compliance calendar on one server
A bilingual SaaS product run on a single low-cost server
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