Development teams using AI get very different results. The difference is not in the tool: it's in who can evaluate, integrate and govern what AI produces.
Your organization accumulates knowledge every day: documents, procedures, contracts, manuals. That knowledge stays locked in files no one reads. Sophia transforms that knowledge into a conversational assistant that answers precisely, citing sources, using RAG (Retrieval-Augmented Generation) technology with Claude by Anthropic, available on RESTHeart Cloud.
Technologies we work with every day on real production projects
LLM pipeline orchestration, agents and tool calling. We build complex chains that integrate models, retrieval and business logic.
Semantic search and RAG directly inside MongoDB. No extra infrastructure: embeddings, vector indexes and operational data in the same cluster.
Foundation models on AWS infrastructure: Claude, Llama, Titan. Native integration with IAM, VPC and the AWS services already in your stack.
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