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See Data Suite in Action
A single workspace for fine-tuning data preparation, multimodal pipelines, on-prem model training, and audit-ready evaluation tracking.
A single workspace for fine-tuning data preparation, multimodal pipelines, on-prem model training, and audit-ready evaluation tracking.
Ingest and normalize training data from databases, APIs, documents, and knowledge bases with transformation and quality controls built in.
Run the complete model fine-tuning pipeline on-premises so sensitive data never has to leave your environment or pass through public cloud tooling.
Evaluate LLMs with automated benchmarks and manual review workflows, all without cloud dependency and with consistent test datasets.
Support text, image, and structured data pipelines so teams can prepare and evaluate multimodal datasets in one controlled environment.
Every evaluation run is logged with prompts, datasets, model versions, reviewer decisions, and results for full traceability and compliance review.
Track lineage from raw source to final training and evaluation set so teams can reproduce runs and understand exactly what data shaped each model outcome.
Collect raw data from databases, APIs, documents, and knowledge bases into a controlled preparation workspace.
Clean, label, and structure text, image, and structured data into multimodal datasets for fine-tuning and evaluation.
Run on-premises fine-tuning plus automated and manual accuracy testing with no cloud dependency in the loop.
Export audit-ready outputs with complete traceability across datasets, runs, reviewers, and model versions.
Prepare fine-tuning corpora from internal systems, APIs, document repositories, and knowledge bases without custom one-off scripts.
Support regulated teams that need model fine-tuning, evaluation, and reporting entirely inside their own infrastructure.
Run automated benchmarks alongside manual review to measure model accuracy before promoting a model into production use.
Give security, legal, and governance teams full traceability for every evaluation run, dataset revision, and reviewer decision.
Bring together fine-tuning data preparation, multimodal pipelines, model accuracy testing, and audit-ready traceability in one controlled environment. Start your free trial or schedule a personalized demo to see how Data Suite fits your model development workflow.