IrelandData Flywheel Operations

Data Flywheel Operations in Dublin

Continuous Model Improvement That Cuts Inference Costs By Up To 98.6%

Standing up the flywheel: telemetry, preference signals, human feedback loops, and automated re-training that can unlock up to 98.6% inference cost reduction without losing accuracy targets.

Why Dublin for Data Flywheel Operations?

European headquarters for Google, Meta, and countless tech giants, Dublin is a gateway to EU markets.

Feedback Collection

Capture user ratings, corrections, and implicit signals to identify model improvement opportunities.

Automated Evaluation

Continuous assessment of model outputs against quality, safety, and performance benchmarks.

Intelligent Routing

Route prompts to optimal models based on complexity, reducing costs without sacrificing accuracy.

Continuous Retraining

Automated pipelines that distill and retrain models based on production feedback data.

Technology Stack

NVIDIA NeMo MicroservicesSynthetic Data PipelinesPromptFlow & TruLensGuardrails & TelemetryModel Router FrameworksA/B Testing Infrastructure

Dublin Industries We Serve

TechFintechPharmaEnterpriseSaaS

Ready for Data Flywheel Operations in Dublin?

Let's discuss how we can help your Dublin business with data flywheel operations.

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