Pepulux

AI Development

AI where it removes work — not a chatbot bolted to the corner of the screen.

We build AI into products when it takes a job off someone. Reading a document so a person does not have to type it. Spotting the invoice that does not match. Adapting an interface to how one person actually works. If it cannot be evaluated, we will not ship it.

What the work includes

  • A hard look at whether AI is the right tool for the task at all
  • Document understanding, extraction and classification in real workflows
  • Assistants scoped to one job, with the boundaries written down
  • Personalisation that adapts to a role or a habit, not a marketing gimmick
  • Evaluation: accuracy measured against real examples before anyone relies on it

How it runs

  1. 01

    Find the drudgery

    We look for the repetitive judgement work a person does daily. That is where this pays.

  2. 02

    Prototype against real data

    Your documents, your edge cases, measured — not a demo on clean samples.

  3. 03

    Ship with a fallback

    Every AI path has a human path behind it, because these systems are wrong sometimes and the business cannot stop.

Built with

Claude APIOpenAI APIRetrieval pipelinesEvaluation harnessesTypeScript

Questions

Will our data be used to train models?

Not by us, and we choose providers and settings that do not. We will tell you exactly where your data goes before anything is connected.

What if the AI gets it wrong?

It will, sometimes. We design for that: confidence thresholds, human review on the cases that matter, and an audit trail of what it decided.

Available for new projects

Let’s build aproduct thatlasts.

Whether it’s a first product or an established platform, we bring the research, the design and the engineering.