Back to Solutions
AI/ML & Intelligent Automation
AI/ML & Intelligent Automation
Enterprise AI platforms built for scale, with intelligent orchestration, real-time inference, and comprehensive observability.
Overview
EaseOrigin architects and deploys production language model platforms with model orchestration, knowledge retrieval pipelines, and multi-provider integration. The part most teams underestimate is everything around the model: request routing, caching, rate limiting, streaming, and the observability that tells you what a feature actually costs per user. We build that layer, and we build it on the same landing zones and pipelines we use for everything else.
Key Capabilities
Multi-agent orchestration with LangChain and LangGraph
Retrieval augmented generation pipelines with many-source connectors
Multi-provider model integration with failover across OpenAI and AWS Bedrock
Custom Model Context Protocol servers with tool calling and streaming
Real-time inference with intelligent caching and rate limiting
Model performance, cost, and quality observability
FastAPI services for language model workflow orchestration
Vector search and local retrieval for air-gapped or latency-sensitive use
Technologies
LangChainLangGraphAWS BedrockOpenAIMCPFastMCPFastAPILangfuseFAISSVector DatabasesPython
Related Work
Case Studies
3,000+
Concurrent Users
AI/ML Infrastructure
Enterprise AI Platform at Scale
EnterpriseEnterprise Technology Organization
A production AI platform serving thousands of concurrent users with multi-model orchestration and real-time inference.
Read Case Study95%
Extraction Accuracy
AI/ML Infrastructure
AI-Powered Document Processing Platform
Federal CivilianFederal Civilian Agency
An intelligent document processing platform using LLM orchestration and OCR to automate intake, extraction, and classification of federal forms at scale.
Read Case Study15
Processes Automated
AI/ML Infrastructure
Intelligent Automation & Process Mining
EnterpriseLogistics & Supply Chain Company
An intelligent automation platform combining process mining, RPA, and workflow orchestration across 15 core business processes.
Read Case StudyReady to Get Started?
Let's discuss how EaseOrigin can help your organization with ai/ml & intelligent automation solutions tailored to your mission.