It is 11 PM. Signing is scheduled for tomorrow morning. Two associates need to cross-reference a representation clause buried in a 380-page share purchase agreement against three earlier NDAs, a disclosure letter, and a cap table that exists only as a scanned PDF. Someone suggests uploading everything to ChatGPT. The managing partner shuts it down in three words. So the associates search manually, for the next four hours.
This scene plays out in M&A advisory firms and corporate law practices across Italy every week. The document volume involved in a mid-market transaction, dataroom indexes, disclosure schedules, NDAs, shareholder agreements, board minutes, financial models, is enormous. And the tools available to search it are either dangerously cloud-dependent or embarrassingly slow.
The Problem
M&A Due Diligence Is a Document Avalanche, With No Safe Search
A typical mid-market acquisition in Italy generates thousands of pages across multiple document categories: the dataroom alone can run to several hundred indexed files. Add NDAs governing the process, preliminary agreements, shareholder pacts, corporate governance documents, audited financials, and representations and warranties schedules, and you have a document estate that no associate can hold in their head, no matter how experienced.
The traditional answer has been keyword search in shared drives, manual folder navigation, and institutional memory. None of these scale. A question as straightforward as "does any NDA in this transaction restrict the buyer's ability to approach target management post-closing?" requires reading every NDA start to finish to answer with confidence.
So practitioners face a choice. Search manually, slow, exhausting, and error-prone under deal pressure. Or use a cloud AI tool, fast, but immediately disqualified by the documents involved.
Why cloud AI is not an option for M&A
Uploading an NDA, a shareholder agreement, or a due diligence report to ChatGPT, Microsoft Copilot, or any US-hosted cloud service creates immediate exposure on three fronts:
- GDPR violation. Deal documents routinely contain personal data, directors, shareholders, employees, governed by GDPR. Transfer to a non-EU processor without an adequate legal basis creates material regulatory exposure.
- Professional secrecy breach. Italian lawyers and M&A advisors operate under strict segreto professionale obligations. Transmitting confidential client materials to a third-party cloud service is not a grey area.
- Deal security risk. M&A transactions are market-sensitive. Information that identifies a target, a price, or a deal structure has no business residing on a foreign server, ever.
€5.88B
Cumulative GDPR fines across Europe, enforcement is no longer theoretical
2025
Italy enacted Europe's first national AI Law (L.132/2025), tightening data obligations further
100%
Of cloud AI tools process your documents on servers outside your control
The Solution
Noot 8: The Private AI Appliance Built for Document-Intensive Work
Noot 8 is a plug-and-play edge AI appliance, a pre-configured hardware unit that sits on your office network and gives every team member AI-powered search over your entire document library, without a single file leaving the building.
Plug it into your LAN. Within minutes, your team can open a browser on any device in the office, type a natural-language question, and get cited, page-level answers drawn from your own documents. No cloud account. No IT configuration. No per-user licence. One flat monthly subscription at €149, hardware included.
A real M&A query, answered in seconds
"Does any NDA in this transaction contain a standstill clause that would restrict the buyer from approaching target shareholders directly after a failed bid?"
Noot 8 searches every NDA in the dataroom, returns the relevant clauses with exact page references, and flags the documents that contain standstill provisions, in under 30 seconds. On your LAN. With zero data leaving the office.
The Noot 8 Edge
Eye Cortex: The Visual Engine That Reads Deals Like a Lawyer
Most AI search tools are text-only. They fail the moment documents become visual, scanned contracts, cap table spreadsheets, notarised deeds in image format, financial statements with embedded tables, or corporate structure charts. In M&A work, the most important document is often the hardest one to parse with conventional tools.
Noot 8's proprietary Eye Cortex visual engine changes this completely. Powered by a 4-billion-parameter computer vision model (ColPali), Eye Cortex reads every document page as an image, understanding not just the text, but the layout, the tables, the embedded charts, and the structure of complex legal formats. Scanned PDFs. Notarial deeds. Cap tables. Shareholder registers. They are all fully searchable.
What Eye Cortex handles that text-only tools cannot:
Scanned contracts & deeds
NDAs and shareholder agreements signed and scanned are fully indexed and searchable, not skipped.
Cap tables & ownership charts
Embedded tables in financial models and corporate structure diagrams are understood as structured data.
Mixed-format datarooms
PDFs, Word, Excel, PowerPoint, and image files ingested together in a single unified knowledge base.
Financial statements
Audited accounts with complex layouts, footnotes, and embedded schedules, fully readable and citable.
Privacy Guarantee
This Is Not a Privacy Policy. It Is the Architecture.
The privacy guarantee that Noot 8 offers is not a contractual promise or a compliance checkbox. It is structural. Your documents never move. They are embedded, indexed, stored, and retrieved entirely on the device sitting in your office. The architecture makes a data leak physically impossible, because the files never leave the building.
For the AI reasoning layer, when you ask a complex multi-step question, Noot 8 sends only the most relevant retrieved text excerpts to Google Gemini via Vertex AI. That processing happens within the EU, under Google's enterprise Data Processing Agreement, with no storage and no model training on your content. Your original documents stay on-device, always.
The Noot 8 Privacy Architecture, in plain terms
Document indexing, 100% local
Every NDA, shareholder agreement, and dataroom file is embedded and indexed on the Noot 8 device on your LAN. No cloud, no transfer, no exposure.
Retrieval, local, instant, unlimited
When your team searches, the vector search and hybrid retrieval run entirely on-device. Your documents never travel anywhere to answer a query.
Reasoning, EU-only, no retention
For complex questions only, small retrieved text excerpts go to Gemini via Vertex AI, processed in the EU, under an enterprise DPA, never stored, never used for training. Your original files never move.
For a law firm or M&A advisory practice operating under segreto professionale, this architecture is the only credible answer. Not a cloud vendor's DPA. Not a policy document. The documents stay where you put them.
Performance
From Dataroom to Answer in Under 30 Seconds
Speed matters as much as privacy when you are working against a signing deadline. Noot 8 is designed to be fast where it counts, and the numbers speak for themselves.
<30s
End-to-end answer latency for complex multi-document queries
1M+
Document pages searchable per unit, your entire deal archive, fully indexed
30+
Supported file formats, PDF, Word, Excel, PowerPoint, scanned images, and more
Typical M&A queries your team can run, privately, instantly
- "Which NDAs in this transaction have a term longer than 24 months, and do any of them cover post-closing obligations?"
- "Summarise all representations about environmental liability across the disclosure schedules."
- "Does the shareholder agreement contain a drag-along right, and what is the threshold?"
- "Find all change-of-control clauses in the dataroom that require counterparty consent."
Pricing
One Price. No Setup. No Per-User Fees.
Noot 8 costs €149 per month, hardware included, unlimited users on the LAN, no setup fee, 30-day money-back guarantee. Your entire team works from the same unit. No per-seat licensing that penalises you for onboarding a junior associate.
An annual prepaid plan at €1,490 offers two months free. Cancel anytime on monthly. The hardware stays at your office until you say otherwise.
See It With Your Own Documents
Book a Live Demo, We'll Search Your Deal Documents in Real Time
Bring a sample NDA, a redacted shareholder agreement, or a representative dataroom excerpt. We will show you Noot 8 answering your actual questions, on your documents, with no file leaving the demo environment. 30 minutes. No commitment.
Book Your Live Demo at noot8.com€149/month · Hardware included · 30-day money-back guarantee · Zero IT required