M

Marveri

The machine learning is what the buyer pays for. The product reads an entire data room and produces diligence memos, responses to request lists, disclosure schedules, cap table reconciliations and clause tables. Remove the models and what remains is a file organizer. The company was founded in 2023 around this capability and has no product line without AI.

Grounding is real and documented with links to source, but no accuracy figure can be tested. Every output is stated to link back to its source document. The law firms page lists verification of exact quotes, verified math calculations and references across documents, and exports to Word and Excel carry citations. The vendor positions the product on verifiable results rather than conversational answers. No accuracy figure, test set or evaluation is published, and no hallucination statement was found. Grounding to primary law does not apply to a tool that reads the customer's own documents.

The modes are published and the review surface is the cited output, but the full control structure is not. The product runs structured analysis automatically without prompting, producing cited work product a lawyer verifies and delivers, with role based access control and tracking of document status. The vendor describes results as auditable and ready for review before a first call. Nothing published sets a threshold at which an output is treated as final without review, or a route back after a wrong finding beyond the reviewer checking the citation.

Figures appear without a named customer. The law firms page states that client onboarding time was cut by seventy percent, with no attribution. User quotes reproduced by a third party directory praise the product without naming a firm. The seed round announcement states that a syndicate of early users invested. No named customer with a figure was found on the pages read.

Confidentiality is addressed through general assurance with one specific commitment. The security page states that customer data is never used for training, along with encryption in transit and at rest and SOC 2 Type I and II. The law firms page lists role based access control. No customer agreement is published, so nothing binds the training statement. No retention or deletion commitment was found, the model providers behind the platform are not named, and nothing addresses privilege or work product for a tool that handles deal data rooms. The site's page list shows no terms of service.

No advice line or supervision statement is published. The product is marketed to lawyers and deal teams as producing the cited work product they are responsible for delivering, which positions it as a tool for professionals, but no surface read states that outputs are not legal advice, who should use them, or how the product supports a supervising lawyer's duties; no terms of service exists on the site to carry such a statement and the privacy policy PDF was not opened.

The security page offers assurance language without a governance framework, testing regime or accountable owner. It states that systems are continuously audited by trusted third parties for transparency and security, which is a security assurance. The product cites every output to its source, which is a control on hallucination rather than a governance disclosure. No responsible AI framework, ISO 42001 or equivalent, description of testing before release or statement about uneven output is published.

Some of the ground is covered. Role based access control and encryption in transit and at rest are stated. No retention period or deletion commitment, subprocessor list or practice for notifying incidents was found. The trust center link on the security page leads back to the security page itself. The privacy policy PDF on the application domain was not opened and may say more.

No liability position is published. The site's page inventory, taken from the navigation and footer on 6 September 2026, carries Security, Contact, Solutions and a privacy policy PDF and no terms of service, customer agreement or trust center document; the security page describes controls and makes no warranty, indemnity, cap or insurance statement. This is an absence on the vendor's surfaces rather than a retrieval limit.

Integrations are named without documentation an implementer could use. The law firms page lists Google Drive integration, SharePoint and OneDrive sync and local folder sync, along with Word and Excel export with citations. A third party profile states there is no API. Nothing read describes what syncs, in which direction or what a firm must configure, and no document or matter management system is named.

The product runs as a hosted application, and neither tenancy nor region is stated. It runs at an application subdomain, and the security page states encryption and GDPR compliance. Nothing read names a hosting provider, region, residency option or tenancy model.

Certification is stated on the vendor's own page, without scope, date or a way to get the report. The security page states SOC 2 compliance, Type I and Type II, with a badge, along with GDPR compliance, encryption in transit and at rest, and continuous auditing by trusted third parties. The law firms page repeats that Marveri is SOC 2 Type II certified. No auditor, coverage period or report route is published, and the View Our Trust Center link leads back to the security page itself.

No disclosure of what sits underneath was found on any page read. The vendor describes AI built by machine learning researchers and states that data is never used for training. It names no model, provider or inference location, and makes no commitment to notify customers of changes. The privacy policy PDF was not opened and may say more.

No pricing information is published at any level. The site offers a demo and a login and carries no pricing page, unit of charge, plan or figure. A third party profile states there is no public pricing.

The segment and coverage are described with substance, and the vendor states the boundary. Solutions pages address M&A lawyers, startup and venture lawyers, companies preparing for a deal and companies evaluating targets, naming private equity, investment banks and corporate development. Document coverage spans commercial agreements, IP, board minutes, financing documents and HR materials, with support for more than a hundred languages. The vendor states its focus is M&A and investment diligence only, which is a stated limit. No jurisdiction is named.