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

A GPU server tray with cooling ducts, lit by teal status lights.

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

Railway tracks converging into one line at blue hour, signals glowing teal.

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

Two server racks connected by a bridge of bundled network cables.

North American clients, delivered by the OpsBreak team

Database migrations planned around a tested rollback

Production databases moved with a tested rollback path

A data centre power distribution unit with teal indicator lights.

North American clients, delivered by the OpsBreak team

Reducing AWS bills by fixing what drives the spend

Lower AWS bills for the same workloads

Library shelves at night with one aisle lit in teal.

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

Radio telescope dishes in the desert at blue hour.

North American clients, delivered by the OpsBreak team

OpenSearch implementations for search and analytics

OpenSearch running in production for client workloads

An empty network operations room with a wall of monitors at night.

North American clients, delivered by the OpsBreak team

Running self-hosted platforms for clients

Self-hosted platforms kept running, patched and monitored

Get Tajdeed's 12-month calendar of UAE company deadlines.

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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