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.
Pick one to see an example screen. Each runs on your own documents and connects to software you already pay for.
| REQUEST | STAGE | STATUS |
|---|---|---|
| Quote 2291 | Pricing | Ready |
| Quote 2287 | Proposal draft | In review |
| Quote 2280 | Compliance check | Ready |
The assistant answers from your own documents and sorts inquiries by the criteria your team sets. Anything that needs a person is flagged, and the summary is waiting at 08:00.
Website chat, WhatsApp, email and SMS, all answered from the same knowledge.
Every inquiry is screened against the criteria your team sets.
Each answer points to the document and page it came from.
Your data is used only to run your system, on infrastructure that fits your privacy rules.
Thirty minutes, free. We find where your team loses the most time.
A fixed scope and a fixed price before any work begins.
A working system, tested on your real cases before it goes live.
An optional monthly plan. We watch how it’s used, fix what breaks and add workflows when you need them.
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.
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.wristart.co.il
No. We build on top of the tools you already use and connect them, so your team keeps working the way it does today.
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.
A fixed price per project, agreed before we start, plus an optional monthly plan for support and improvements.
A first working version within 2 weeks of kickoff, tested on your real data.
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.
You’ll leave the call with a clear map of what to automate first, whether or not we work together.