Sabiamia | Generative AI & Full-Stack Software

What We Do

Services built around the model

End-to-end delivery on the latest in generative AI - from agent architecture and evals to shipping and scaling full-stack products.

Agentic AI & Multi-Agent Systems

Autonomous, tool-using agents with planning, orchestration, and human-in-the-loop control - built to do real work, not just chat.

MCP & Tool Integration

Connect LLMs to your systems with the Model Context Protocol - custom MCP servers that let agents securely act across your apps, data, and APIs.

Agentic RAG & Context Engineering

Retrieval that reasons - hybrid & vector search, re-ranking, and context engineering that delivers grounded, cited answers over your private knowledge.

Multimodal & Vision AI

Vision and document intelligence - assistants that read, see, and reason over images, PDFs, and complex documents using today's multimodal and reasoning models.

Fine-Tuning, Evals & Guardrails

Model selection across Claude Opus 4.8, GPT-5, Gemini 2.5, and open-weight models - plus fine-tuning, prompt optimization, automated evals, and safety guardrails that make AI reliable enough to trust in production.

Full-Stack & AI Infrastructure

The product around the model - React & TypeScript front ends, C#/.NET, PHP, and Node.js services, and scalable AI infrastructure on AWS.

On the Frontier

The latest in generative AI

We build with the techniques defining 2026 - not last year's chatbots. The field moves fast, and so do we.

Agentic & multi-agent orchestration

Model Context Protocol (MCP)

Reasoning & extended-thinking models

Agentic RAG & context engineering

Multimodal vision & document AI

Prompt caching & efficient inference

Structured outputs & function calling

LLM evals, observability & guardrails

Fine-tuning & open-weight deployment

Semantic & vector search

Our Toolkit

Generative AI tech stack

A GenAI-first stack - frontier models, agent frameworks, and retrieval, with a production-grade full-stack and cloud layer around them.

Frontier Models

Claude Opus 4.8GPT-5 / ChatGPT Gemini 2.5Llama 4 Mistral LargeDeepSeek V3 Grok 4Open-weight & fine-tuned models

Agents & Orchestration

Model Context Protocol (MCP)LangGraph LangChainLlamaIndex CrewAIVercel AI SDK Anthropic & OpenAI SDKs

RAG, Retrieval & Vectors

PineconeWeaviate Qdrantpgvector ChromaEmbeddings Hybrid search & re-ranking

ML & Data Engineering

PyTorchTensorFlow scikit-learnXGBoost Pandas / NumPySpark Snowflake / BigQueryAirflow / dbt MLflowKafka

Inference, Evals & Ops

AWS BedrockHugging Face OllamavLLM Prompt cachingLLM evals Guardrails

Full-Stack & Cloud Layer

TypeScriptReactNext.js Node.jsC# / .NETPHP / Laravel PythonAWSDocker ServerlessPostgreSQL

Selected Work

What we've built

A track record across generative AI, machine learning, data platforms, and full-stack products.

Private knowledge assistant workflow with document panels and grounded answer cards

Generative AI

Domain AI Assistant

A RAG-powered assistant answering from private docs with grounded, cited responses.

Predictive modeling workstation with abstract forecasting charts and evaluation panels

Machine Learning

Predictive ML Models

Forecasting, recommendation, and classification models - trained, evaluated, and deployed into production.

Data platform pipeline workspace with servers, integrations, and abstract flow maps

Data Engineering

Data Platform & Pipelines

ETL/ELT pipelines, warehouses, and streaming - reliable data foundations for analytics and AI.

Full-Stack

E-commerce Platform

High-traffic storefront with payments and a microservices migration for scale.

CRM analytics workflow with abstract customer segments and performance dashboards

Data & Analytics

Sales & Marketing CRM

Real-time reporting over thousands of daily transactions with low-latency dashboards.

AI Agents

Agentic Automation

Tool-using agents automating research and ops with human-in-the-loop review.

Where We Work

Industries we serve

We bring generative AI and full-stack engineering to teams across a wide range of sectors.

Healthcare & Life Sciences

Finance & Banking

Fintech & Payments

Insurance

E-commerce & Retail

Legal & Compliance

Real Estate & PropTech

Logistics & Supply Chain

Sabiamia engineering studio with dark workstations and production software systems

24+

Years of engineering

Who We Are

About Sabiamia

Sabiamia is a software studio pairing decades of engineering experience with the latest in generative AI. Our work spans machine learning, data engineering, full-stack development, and data-driven platforms for enterprises and startups - and today we help teams put AI and ML to work in production, not just in demos.

Fluent in both English and Spanish, we provide global, bilingual support and a commitment to best practices, reliability, and measurable results.

24+

Years engineering

AI-First

GenAI in production

EN / ES

Bilingual support

Generative AI products, engineered to ship.