Your team clocks out. Your AI doesn’t.

We build AI systems that work inside the tools your team already uses. They answer inquiries, read the paperwork and do the follow-up. Already in daily use at an insurance-defense law firm and a surgical-device company.

You don’t need another AI tool. You need the work off your desk.

Tried ChatGPTIt writes well, but it doesn’t know your files, your clients or your rules.
Bought a toolAnother login, another subscription, and the work still lands on your team.
What’s missingA system built around your work, not the other way around.
Selected work

Watch the systems at work.

Alon

A RAG screening agent for a wrist-replacement clinical trial. It answers from the trial’s own documents, asks the protocol’s questions one at a time, scores the official questionnaire in code, and passes likely matches to the hospital coordinator, only with the patient’s consent.

Built by Manori for Fibioseq Medical.

Case System

A personal-injury case system. It reads a 1,000-page case file, sorts every document, pulls every figure with the page it came from, evaluates damages and drafts the answer.

Built by Manori for a personal-injury law firm. Recreated with sample data.

Fixed scope · fixed price

From first call to a working system.

  1. 01Discovery call

    Thirty minutes, free. We find where your team loses the most time.

  2. 02Blueprint

    A fixed scope and a fixed price before any work begins.

  3. 03Build

    A working system, tested on your real cases before it goes live.

  4. 04Run & improve

    An optional monthly plan. We watch how it’s used, fix what breaks and add workflows when you need them.

What people ask on the first call.

Do we need to replace our current software?

No. We build on top of the tools you already use and connect them, so your team keeps working the way it does today.

Is our data safe?

Your data is used only to run your system. Where it is stored and which models process it are settled in the blueprint, before any work begins, to fit your privacy and regulatory requirements.

How is pricing structured?

A fixed price per project, agreed before we start, plus an optional monthly plan for support and improvements.

How soon will we see something working?

A first working version within 2 weeks of kickoff, tested on your real data.

Do you work with businesses like ours?

Yes. We work with businesses of every size and industry. The projects shown here are for a law firm and a medical-device company, where accuracy and privacy matter most, and we bring the same care to every build. If your team answers the same questions every day, works through piles of documents or copies data between tools by hand, we can take that work off its plate. Tell us on the call what slows you down.

Free 30-minute call

Give your team its evenings back.

You’ll leave the call with a clear map of what to automate first, whether or not we work together.

Book a 30-min call
Book a 30-min call