Every DocumentEvery SignalConnected

Woven is the AI platform that reads your documents, connects the signals, answers your questions, and runs your workflows — every claim cited back to the page.

See how it works Talk to us

Every clause missed, every claim never made, every change never paid for — it was in your documents the whole time. Woven finds it.

Our first pilot starts August 2026: 2TB of one major contractor's project record.

Woven, a mamot.ai platform.

The answer is never in one document.

A single delay claim can live across a contract, a year of site diaries, a programme, and forty thousand emails — terabytes of it.

Finding the pages that matter is hard. Proving what caused what, from the pages themselves, is harder — and nobody can do it at scale.

Search hands back a few paragraphs and stops. It can't tell you the notice was late because the drawing arrived nine weeks late.

So the claim goes unmade, or it goes to a dispute — where the average fight runs to $60m and takes over a year. The two leading causes: a contract nobody administered properly, and a claim nobody could substantiate. Arcadis, Global Construction Disputes Report, 2025

5.5h
A week, every person, just looking for project information
FMI for Autodesk, Construction Disconnected, 2018
$88bn
Of rework a year, traced back to bad data
Autodesk and FMI, Harnessing the Data Advantage, 2021
130+
Things Woven already knows how to spot
Our count — shipped and working
23
Document types it reads without being taught
Our count — shipped and working

"Read less. Know more."

Woven finds what matters; people decide what's next

Any document. Any industry. One AI platform.

Woven doesn't care what you feed it. The same intelligence reads a construction contract, a discovery bundle, a claim file, an audit trail, a visa application.

Switch on only what you need. Turn more on whenever you're ready. You don't start over.

01 · Capture

Get it all in one place

Every file, organised and locked down — with legal hold, retention rules and an audit trail that stands up in a dispute.

02 · Understand

It reads everything, on arrival

Every upload is read, sorted, stripped of personal data and connected to everything else you hold.

03 · Investigate

Ask, and get proof back

Ask a question, or set Woven loose to build the whole case. Every claim links to the page it came from — one click to check it.

04 · Automate

Then it does the work

A new document or a signal starts the workflow — draft the letter, build the claim, flag the deadline.

Start small. Grow into the rest.

One platform, four plans. Every one of them reads your documents.

The plan you're on decides how much of Woven is switched on. Move up whenever you're ready. You don't start over.

Lite

Ask your documents

Ask anything and get the page behind the answer. Search finds it by meaning.

Starter

See what matters

The signals surface on their own, and Weave works the case without being asked.

Pro

Then it does the work

Workflows, email, legal hold and the API — the findings become finished documents.

Enterprise

Everything, at your scale

Every capability switched on, sized to what you actually hold. Talk to us.

Ask & Weave — the investigation

  • Ask anything of everything you hold. Answers arrive as you type, each claim tied to its source.
  • Weave goes further: it works the case on its own, joins the dots between documents, and tells you what's missing.
  • Search that actually finds it — meaning and wording, ranked together.
  • Six languages, answering in whichever one you asked in.

Workflows — the work itself

  • Build it by dragging, not coding — 23 building blocks on one canvas.
  • Or just describe it. Say what should happen in plain English and Woven builds it.
  • Approve it yourself. Run a workflow by hand and it stops for your sign-off before it goes on.
  • Finished documents out the other end — PDF, Word, Excel — sources attached.

One document in. Every connection out.

It gets into the rooms other AI is banned from.

You're regulated, audited, and sometimes sued. Pasting a contract into a chatbot isn't an option, and you already know it.

So the controls your risk team will ask about weren't bolted on to win a deal — they were there before the first customer was.

Nothing leaks. Nothing leaves.

  • One customer can never see another's files. Access is walled off at every level.
  • Personal data is stripped out before the AI ever sees the page.
  • Eight guards check every AI call — for attacks going in, and leaks coming out.
  • We attack ourselves on purpose: 35+ attack types, 246 malicious payloads, every build.
  • Right to erasure, breach notification, legal hold, and an audit trail of everything.

It argues with itself before it answers you

  • Every finding is challenged by a second system built to tear it down — six different ways.
  • Anything that can't survive being attacked never reaches you.
  • Nothing is asserted without the page it came from; one click and you're looking at it.
  • Low-confidence findings are routed to a person, not quietly published.

Proof behind every claim, private data kept private, every dollar accounted for, and a human with the final word. That combination is the reason a regulated enterprise can sign — and the reason a chatbot never will.

If the answer is buried in documents, it's for you.

Point it at any industry and the engine works the same way.

Wherever the record is scattered across documents, emails and chats — and someone has to prove why — Woven reads it, connects it, and shows its working.

Pick a field to see what that looks like.

Construction — the beachhead

Delay claims, extension-of-time processing, variation assessment, dispute defence. Every finding traced to the clause and the site record it came from.

It's where we start: our first pilot takes 2TB of one major contractor's project record, from August 2026.

The lead compounds.

We start where the documents are worst and the losses are biggest: construction. The hard thing we built is the AI underneath — it reads any document, reasons over the connections, and checks its own work — and it travels to the next industry without being rebuilt.

Then micro-apps on top: one reads a tender, flags the risk, takes the bill of quantities out to your suppliers, raises the purchase order, reconciles the invoices coming back. That slice looks the same in mining, in healthcare, in government — so the app travels too.

The first one is real

A major contractor has handed us 2TB of their project record — contracts, site diaries, programmes, correspondence. The pilot starts August 2026.

Land small, grow into the rest

A customer comes in to ask questions of what they already hold, then switches on the signals, then the workflows. Every step up is a bigger plan, and none of them is a rebuild.

The customer becomes the channel

A customer can put their own name and colours on Woven and hand it to their own clients — so every account we win can carry us into the next.

It sharpens as it's used

Every correction a reviewer makes teaches the system — per industry, per finding. The longer a customer stays, the harder we are to leave.

The economics hold

Every AI call is metered and attributed, each job runs on the cheapest model that can do it, and hard limits stop runaway spend. Margin improves with volume instead of being eaten by it.

The full picture

Architecture, the processing pipeline, unit economics, the trust model and the go-to-market — written for people doing diligence. Ask us for the brief.

investors@mamot.ai

You already have the evidence.
You just can't see it yet.

Point Woven at what you've already got. Tell us what you're trying to prove, and we'll show you what's in there.

Talk to us For investors

hello@mamot.ai  ·  investors@mamot.ai