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AI-Native Products and Solutions

Peregrine Labs is a cloud-native services firm dedicated to advancing America’s general purpose artificial intelligence capabilities

AI Application Development

Build and deploy full stack AI solutions. Give us your requirements and we’ll rapidly get you live, or, work with us to design custom applications from scratch. We specialize in custom model development, fine-tuning, quantization, RAG systems, frontier model integration (Claude, ChatGPT, Gemini, Llama), agent orchestration, real-time or on-demand inference pipelines, and front end design/implementation.

Systems Integration

Build scalable and secure applications in cloud, multi-cloud, hybrid, or on-premise computing environments. Our engineering team has extensive experience integrating first-party cloud services with third-party software, and everything in between, on each of the major cloud providers. Modernize workloads, refactor legacy applications, or migrate to the cloud, from cloud-to-cloud, or to the edge.

What We Do

Performance Tuning

Accelerate application performance through hardware optimization, hyperpameter tuning, and operational efficiencies. Move from GPUs to custom training and inference architectures (TPUs, Trainium, Inferentia), fine-tune large language models with proprietary data to optimize for application specific tasks, or build high-performance computing environments for low-latency high-throughput workloads.

Cost Optimization

Lower cloud costs and increase margins by optimizing your application’s cloud infrastructure. Our strategies vary case-by-case but generally leverage a mix of cost monitoring and controls, rightsizing for optimized utilization, autonomous workload scheduling, serverless functions, event-driven architectures, and cloud commercial frameworks such as reserved instances and committed usage contracts.

Our Niche

Peregrine Labs was launched out of MIT by a team of technologists with decades of experience building across startups and the cloud computing ecosystem (Google & AWS). Our cloud architects, machine learning engineers, and generative AI specialists bring hands on experience building applications that leverage industry leading frontier models including ChatGPT, Claude, Llama, and Gemini, as well as the underlying infrastructure and platforms that power them. If your organization is searching for ways to take advantage of Gen AI or accelerate your cloud computing journey – reach out to our team today to get started.