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Go beyond off-the-shelf models. We design and deliver custom foundation model training, domain adaptation, and continuous learning pipelines — with full control over data, architecture, and deployment. From pretraining on proprietary data to efficient fine-tuning and alignment, production-ready models built for your domain.
Capabilities
Built for production teams that need reliability, security, and measurable outcomes.
Pretrain or continue-training foundation models on your proprietary data. Legal, medical, scientific, and industry-specific corpora with full data sovereignty and audit trails.
LoRA, QLoRA, adapter-based, and full fine-tuning for task-specific performance. Optimize for latency, cost, and accuracy with automated hyperparameter search and evaluation.
RLHF, DPO, and constitutional alignment for safety, tone, and compliance. Reduce harmful outputs and align model behavior with enterprise policies and brand voice.
Incremental updates from new data without full retraining. Version models, A/B test, and roll back with MLOps-integrated pipelines and governance.
Quantization, pruning, and distillation for edge and cloud deployment. Export to ONNX, TensorRT, and custom runtimes with performance benchmarks.
Ingest, clean, deduplicate, and label data for training. Support for structured and unstructured data with privacy-preserving and synthetic data options.
Applications
How teams are using AI Foundation Models & Custom Training to drive business outcomes.
Foundation models trained on internal documentation, policies, and domain knowledge for accurate, source-grounded responses.
Legal, medical, or technical language models fine-tuned for terminology, reasoning, and compliance in regulated domains.
Vision-language and audio models adapted for product recognition, document understanding, or voice interfaces in your vertical.
Why AI Foundation Models & Custom Training
Measurable improvements that compound over time.
Talk to our team about how AI Foundation Models & Custom Training fits into your delivery roadmap. We will help you scope priorities and plan a practical rollout.