peili

Domain-Specific AI That Outperforms Generic Models

We engineer fine-tuned language models and custom architectures optimized for your industry's unique requirements.
Achieve 3-5x better accuracy on domain-specific tasks compared to general-purpose LLMs.

Enterprise-Grade AI Architecture

Beyond Foundation Models: Precision-Engineered AI

While foundation models offer broad capabilities, our custom-trained neural networks deliver superior performance on your specific use cases through advanced fine-tuning, retrieval-augmented generation (RAG), and proprietary optimization techniques.

Production-Ready AI Infrastructure at Scale

Deploy state-of-the-art transformer models with sub-100ms inference latency. Our optimized pipelines handle millions of requests daily while maintaining 99.99% uptime SLA.

Advanced Neural Architecture Search

Leverage automated machine learning (AutoML) and neural architecture search to discover optimal model configurations. Our proprietary training pipelines reduce development time by 70% while achieving state-of-the-art performance metrics.

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Horizontal Scalability

Distributed training on GPU clusters with automatic load balancing. Scale from prototype to production seamlessly with Kubernetes orchestration.

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Domain Adaptation

Transfer learning and few-shot learning techniques enable rapid customization with minimal training data requirements.

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Data Processing

Real-time ETL pipelines with Apache Spark for processing TB-scale datasets

Model Versioning

Git-based model registry with A/B testing and automatic rollback capabilities.

Edge Deployment

Quantization and model compression for deployment on edge devices with 10x size reduction.

Security & Compliance

SOC 2 Type II certified with end-to-end encryption and GDPR/HIPAA compliance.

Observability

Prometheus metrics, distributed tracing, and real-time model performance monitoring.

API Integration

RESTful and GraphQL APIs with OpenAPI documentation and SDK generation.

Full-Stack AI Implementation

From model architecture to production deployment—we handle the complete AI lifecycle including data pipelines, model training, API development, and frontend integration.

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