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AI & Automation

AI & Automation development

Practical AI and automation systems that cut manual work and speed up decisions.

AI & Automation

The work nobody should be doing

We build practical AI and automation systems for growing companies: OpenAI GPT, Claude, ChatGPT integrations, RAG knowledge bases, LLM agents, and workflow automation that remove manual work and shorten the time it takes to decide.

How we build it

Large language models

We put OpenAI GPT, the ChatGPT API, Claude, and Google Gemini into products, internal tools, and customer-facing workflows. Typical builds are AI chatbots, document Q&A, content assistants, and multi-step LLM agents.

Retrieval augmented generation

We connect your docs, CRM, and knowledge base so answers stay grounded in your own data, using LangChain, LlamaIndex, and vector databases where they fit.

Process automation

AI paired with deterministic workflows: APIs, queues, n8n style orchestration, and custom Python services, so routine ops, support triage, and data entry run without constant supervision.

Classical ML when it wins

Forecasting, classification, and computer vision with TensorFlow, PyTorch, Scikit-learn, and OpenCV, chosen whenever a smaller model is faster, cheaper, or more reliable than an LLM.

Scoped to outcomes

Every engagement opens with a clear use case, a data readiness check, and success metrics, so AI spend maps to a business result rather than a demo.

Stack and tools

  • OpenAI GPT
  • ChatGPT API
  • Claude (Anthropic)
  • Google Gemini
  • LLM agents
  • RAG
  • LangChain
  • LlamaIndex
  • Vector databases
  • TensorFlow
  • PyTorch
  • Scikit-learn
  • OpenCV
  • Python
  • n8n
  • APIs and queues
  • Postgres

What it removes

  • 01

    Pick one high-return workflow and ship a production integration on OpenAI, Claude, or Gemini.

  • 02

    Measure the time saved or the lift in conversion before anything else gets built.

  • 03

    Expand from a working prototype into secure, maintainable automation inside your own stack.

Typical automations

Each one ships on its own or as a module inside a larger platform.

  • Document Intake

    Paper in, structured data out.

  • Approval Flows

    Nothing waits in an inbox again.

  • AI Copilot

    Ask your business anything.

  • Billable Time Capture

    Every working minute, captured and billed.

  • Invoice Matching

    High volume transactions, reconciled daily.

  • Daily Bookkeeping Automation

    Books current every morning, not every quarter end.

Ready to scopethis engagement?

Tell us what this part of your operation looks like today. We will come back with a clear next step.