Local-first AI. Private infrastructure. Long-term stewardship. We design and manage governed systems that reduce operational drift and scale responsibly.
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Additional dataset integration Includes Preparation and validation of an additional dataset Alignment testing with the base model Intended for clients requiring multi-domain model behavior.
Deployment optimization Includes Model packaging adjustments Runtime configuration tuning Performance validation Designed for local and controlled environments.
Expanded dataset capacity Includes Support for larger training corpus Resource allocation adjustments Validation pass on extended data Required for datasets exceeding baseline size limits.
Additional model evaluation cycle Includes Extended validation testing Performance review report Adjustment recommendations Recommended for high-precision environments.
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