Flagship service

AI that actually works.

From RAG systems to custom agents, we build AI solutions that plug into how your business already runs. Not demos: production systems.

Start an AI projectWhat we build
Illustration of an AI agent turning source documents into reviewed results
We eat our own cookingAI-assisted delivery on every engagement
  • RAG and knowledge bases
  • Custom agents
  • MCP development
  • n8n automation
  • AI-assisted workflows
RAG and knowledge bases

Your data, AI-accessible.

Retrieval-augmented generation turns your documents, knowledge bases, and internal data into accurate answers grounded in your actual information, with sources you can check.

  • Document ingestion and chunking strategies
  • Vector database setup (pgvector, Pinecone, Weaviate)
  • Embedding model selection and tuning
  • Hybrid search: semantic plus keyword
  • Citation and source tracking
knowledge-base
$ query "What's our refund policy for enterprise clients?"
# Searching knowledge base...
3 relevant documents found

Answer: Based on the Enterprise Agreement v2.3,
refund requests within 30 days are...
  [source: contracts/enterprise-v2.3.pdf, p.4]
Custom agents

Agents that take action.

Beyond chatbots: AI agents that reason, plan, and execute multi-step work across your tools, with guardrails and a human in the loop where it matters.

  • Multi-agent architectures
  • Tool use and function calling
  • Memory and context management
  • Human-in-the-loop approvals
  • Guardrails and safety measures
agent.py
# Agent reasoning loop
while not task.complete:
    observation = agent.observe()
    action = agent.plan(observation)
    if action.needs_approval:
        action = human.review(action)
    result = agent.execute(action)
MCP development

Connect AI to your systems.

The Model Context Protocol is the emerging standard for connecting AI models to tools and data. We build MCP servers that let Claude and other assistants work safely with your internal systems.

  • Custom MCP server development
  • Internal system and API integrations
  • Tool definitions and schema design
  • Authentication and access control
  • Claude Desktop and API integration
mcp-server.ts
// MCP server exposing your internal APIs
const server = new McpServer({ name: "operations" });

tools: [
  "get_customer_record",
  "create_support_ticket",
  "query_inventory"
]
n8n automation

Workflows that connect everything.

n8n is the open-source automation platform that ties your tools, data, and AI together. We design, host, and maintain workflows that run reliably without babysitting.

  • n8n setup and hosting
  • Custom workflow design
  • AI nodes (Claude, OpenAI, and more)
  • Custom node development
  • Error handling and monitoring
Connected in one workflow
  • Slack
  • Google Workspace
  • Microsoft 365
  • Salesforce
  • QuickBooks
  • PostgreSQL
  • Webhooks
  • Claude
AI-assisted workflows

AI embedded in your process.

Not replacing your team: augmenting it. We add AI to the processes you already run to speed up decisions and cut manual work.

Document processing

Extract, classify, and route documents automatically.

Email triage

Prioritize, summarize, and draft responses.

Data entry

Reduce manual entry with AI extraction.

Report generation

Generate recurring reports from your data.

Our approach

We eat our own cooking.

We don't just build AI solutions, we run on them. Our own workflows are AI-assisted, so we know what works and what creates technical debt.

AI-assisted development

We use AI coding assistants every day and know where they speed things up and where they need a human.

Documentation and research

RAG systems power our own knowledge retrieval, so we have already solved the problems you will hit.

Workflow automation

Our operations run on n8n and custom automations. Real experience, not theory.

Let's talk Not hype: practical AI that works. Discuss your workflow

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