Somnium Solutions

SomniumSolutions

AI and generative AI engineering that turns ambitious ideas into systems your business can rely on.

What we build

From a first prototype to a production system, we cover the full lifecycle of AI and generative AI applications.

Generative AI engineering

  • LLM application development

    Custom apps built on large language models like GPT, Claude, Gemini, and Llama, tailored to your workflows.

  • Retrieval-augmented generation (RAG)

    Assistants that search your documents and data to give accurate, sourced answers.

  • AI agents and tool use

    Agents that plan multi-step tasks and take actions across your apps, APIs, and databases.

  • Chatbots and conversational AI

    Customer support and internal help-desk assistants that understand context and hand off to people when needed.

  • Prompt engineering and evaluation

    Tested prompts, benchmark datasets, and automated evals that measure quality before and after launch.

  • Fine-tuning and model customization

    Adapt open and commercial models to your domain, tone, and tasks for better results at lower cost.

  • Content and document generation

    Automated drafting of reports, summaries, proposals, and marketing copy with human review built in.

  • Multimodal AI

    Systems that work with images, audio, and PDFs alongside text, from transcription to document understanding.

AI engineering and operations

  • AI strategy and readiness assessment

    Identify the highest-value use cases, estimate ROI, and map out a practical roadmap.

  • Machine learning models

    Forecasting, classification, recommendation, and anomaly detection built on your data.

  • Data engineering for AI

    Pipelines, vector databases, and data cleaning that give your models reliable inputs.

  • AI integration and workflow automation

    Connect AI to your CRM, ticketing, email, and internal tools to remove manual work.

  • MLOps and LLMOps

    Deployment, versioning, monitoring, and cost tracking for models running in production.

  • AI security and guardrails

    Protection against prompt injection and data leaks, plus access controls and responsible AI policies.

From first idea to running system

A clear path with something you can see and test at every stage.

  1. Discover

    We learn how your team works and pick the problem with the biggest payoff.

  2. Prototype

    A working demo on your real data within weeks, so you can judge it early.

  3. Build

    We harden the prototype, integrate it with your tools, and secure it.

  4. Support

    We monitor, measure, and improve the system as your needs grow.

Practical AI, built to last

Somnium Solutions helps businesses move past AI experiments and into systems that deliver real results, pairing modern generative AI with the engineering discipline it takes to run it safely.

2024
Founded

Have an idea worth building?

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