Olee

AI Agents & Assistants

Assistants that know your business.

AI agents that answer from your documents, your website and your live data, in your customers' language, over chat, WhatsApp and the phone. With guardrails you set.

Start a projectSee how we work
  • Claude
  • GPT
  • Gemini
  • Azure OpenAI
  • LangGraph
  • MCP tools
  • pgvector
  • Web chat
  • WhatsApp
  • Phone (Twilio)

Why it matters

A general chatbot guesses. Yours shouldn't. We build assistants that answer from what your business actually knows, say so when they don't, and hand over to a person when they should.

What we build

One assistant, wherever your customers are.

  • Answers from your knowledge

    PDFs, policies and your website turned into a knowledge base the assistant answers from, with sources.

  • Answers from live data

    Agents that look up orders, balances and stock through read-only tools, so answers are current and safe.

  • Every language you serve

    The assistant spots the language and replies in it, tested on real questions in each one.

  • Voice and phone

    Assistants that pick up the phone and talk in real time, and pass the call on when they should.

  • Hand over to people

    When a question needs a person, the conversation moves to your team with everything said so far.

  • Measured, not hoped

    Every answer traced, prompts versioned and quality checked against test sets, so it gets better, not worse.

How we work

One team, from first conversation to launch.

  1. 01

    Discover

    We sit with the people who'll use it and map the work before we design anything.

  2. 02

    Gather

    Your documents, data and past conversations, cleaned and organised for the assistant.

  3. 03

    Build

    The agent, its tools and its guardrails, with a clear line on what it may and may not do.

  4. 04

    Test

    Hundreds of real questions, scored, before a single customer sees it.

  5. 05

    Run

    Monitoring, fixes and new features after launch, from the team that built it.

Built with tools we know inside out.

Models
Claude, GPT, Gemini, Azure OpenAI
Agents
LangGraph, MCP tools, pgvector
Channels
Web chat, WhatsApp, Phone (Twilio)
Quality
Langfuse, MLflow, Evaluation sets

Case study

An AI-native ERP you can simply ask

A complete ERP for finance, procurement, people and operations, with a read-only AI assistant that answers questions from the live books.

Read the case study

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Let's build an assistant worth talking to.

Tell us what your customers or your team ask most. We'll show you what an assistant could answer, and how well.

Talk to our engineersSee our work