Software Development, Architecture, & Design

The AI landscape moved from chatbots to AGENTS: systems that plan, call tools, retrieve from your data, and act. eRacks builds them on open-source foundations you own and control, with no vendor lock-in, running on your hardware or ours.

What we build:

• AI agents and agentic workflows: planning, tool-calling, and multi-step automation with frameworks like LangGraph, CrewAI, and the Model Context Protocol (MCP, the open standard for connecting models to tools and data).
• LLM applications and RAG: retrieval-augmented generation (answering from your own documents) with local or hosted models, vector search, and grounding so answers cite your sources.
• MCP servers and tool integrations: wrap your internal systems, APIs, and databases as tools your agents can use safely.
• Evals, guardrails, and observability: test suites, safety rails, and tracing so agentic systems are measurable and production-ready, not demos.
• Fine-tuning and model adaptation: adapt open-weight models (Llama, Qwen, DeepSeek, Mistral) to your domain and data.
• The software around it: custom APIs, backends, and web apps (Python, Django, Go, Rust, and more) to deliver it all.

Open source first: we favor open-weight models and open frameworks so you are never locked to one vendor's API or pricing. It pairs naturally with an eRacks private-AI server if you want it all running in-house.

Deliverables include:

• A working agent, LLM application, or automation deployed on your infrastructure
• Written architecture and configuration records, in your repository, your IP
• An eval suite and guardrails baseline, so behavior is measurable before and after changes
• Source code, tests, and deployment scripts, with no lock-in
• A live handoff session with your team, plus 30 days of follow-up email questions

Every project starts with a half-day scoping session (default below), credited toward the work if you proceed. Prefer to start smaller? Choose the one-hour discovery call. Ready to go deeper? Pick a full-day, one-week, or one-month engagement, and larger programs are quoted to your scope.

Features & Specifications

For specific requirements and more information, please contact us directly:

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