What is the best AI tool for M&A?

It depends which of the four jobs you need done. For confidential document analysis and deal work, a connected platform with provenance and an audit trail; for drafting and explanation, a general assistant with terms that permit your use; for both, a platform that exposes its data to the assistant you already use.

Is it safe to put a CIM into an AI tool?

Only into one whose storage, access and processing terms you have read and that your NDA permits. A consumer chat tool is usually neither.

Can an AI agent run a deal on its own?

It can do the groundwork on its own — screening, analysis, pricing, chasing, monitoring — within limits a team sets. It should not, and in TrueValue cannot, make an investment decision, submit an offer or contact a counterparty without a person.

How do I know an AI tool is not hallucinating numbers?

Demand that every figure link to its source, that computed figures come from a stated method the model cannot alter, and that an unstated figure is reported as such. Then test it on a document you have already analysed.

Evaluation guide

The Best AI Tools for M&A: Where Each One Fits

AI in M&A is four different things sold under one word: a general assistant you paste text into, a document analyser that reads a memorandum, a copilot connected to your own deal data, and an agent that works the deal on its own initiative. Each is useful for something and dangerous for something else. This page is a map of the four, the tests for each, and a candid account of where TrueValue sits.

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The four kinds of AI tool

General assistants
A chat interface to a large model. Excellent for drafting, rewording, explaining a concept, or thinking through a question. It knows nothing about your deals unless you paste them in — and pasting a confidential memorandum into a consumer chat tool may breach the NDA you signed to receive it. Check the terms before anything confidential goes near one.
Document analysers
Tools that read a CIM, a set of accounts or a contract into structured data. The good ones link every figure to its source and say what the document does not state; the rest produce a summary with the risks of one. See what to demand from CIM analysis software.
Connected copilots
An assistant with tools over your own deal record: it can read the pipeline, the accounts, the diligence list and the inbox, run the engines, and act on what you ask. The value is the connection; the risk is what the copilot may do when asked, and by whom.
Deal agents
Software with initiative: it reads what arrives, runs the analyses, watches for change and proposes or takes the next action without being asked. The most useful kind and the one with the most to get wrong, which is why the tests below are mostly about agents.

The tests, by kind

Any tool that reads a confidential document

Where is the document stored, who can reach it, and is it used to train anything? Read the terms; ask for the DPA.
Does every figure in the output link to where it was read?
Does the tool say "not stated" where the document is silent, or fill the gap?

Any tool that produces a number

Is the number computed by a stated, reproducible method, or generated by the model?
Can the model change a computed figure? The answer must be no.
Are inputs labelled with their provenance — filed, management-stated, projected?

Any tool that acts

Is every action recorded with what it did and why, and can it be undone?
Which actions may it take without asking, and who decides? Is there a ceiling that a setting cannot raise?
Does anything that leaves the workspace — an email, a request, a signature — always wait for a person?
Is text from a counterparty treated as data rather than instructions, so a cleverly worded email cannot steer it?
Is its judgement measured — precision, outcomes — or merely asserted?

What stays with a person

Whatever the tool, investment and transaction decisions are made by people. An AI can screen, extract, score, price, chase, monitor, draft and propose; it cannot own the consequence of an offer or a walk-away, and a tool that blurs that line has misunderstood the job. The right shape is an agent that does the groundwork and a person who decides — and a runtime that enforces the boundary rather than a policy document that describes it.

Where TrueValue sits

TrueValue is the third and fourth kind at once, built on the second. The CIM Analyzer and the accounts extractor read documents into figures with sources. The copilot is connected to the whole workspace and can read, run engines and act on what you ask, under the same permissions and audit trail as a click. The TrueValue Agent works the deal on its own initiative: it screens overnight, prices what it can, chases diligence, watches for drift and files proposals with evidence.

The rules it is held to are the tests above, enforced in code: figures come from deterministic engines or documents and the model cannot alter one; every finding names its evidence; every action leaves a receipt with an undo; twelve classes of action each have an autonomy level with a ceiling a setting cannot raise, and outward actions are always ask; counterparty text is labelled as data; and its judgement is scored on recorded outcomes. It also exposes its tools over the Model Context Protocol, so the general assistant your team already uses can work on your deals with the same permissions.

What it is not: a general-purpose assistant for work outside your deals, and it is not the place to ask legal questions. For drafting a note that has nothing to do with a transaction, use the tool you already have.

On vendor comparisons

This page names no other vendor and makes no claims about any. The category changes monthly. Run the tests above against each candidate's current documentation and, where you can, a live demo on a real document.

Frequently asked questions

What is the best AI tool for M&A?: It depends which of the four jobs you need done. For confidential document analysis and deal work, a connected platform with provenance and an audit trail; for drafting and explanation, a general assistant with terms that permit your use; for both, a platform that exposes its data to the assistant you already use.
Is it safe to put a CIM into an AI tool?: Only into one whose storage, access and processing terms you have read and that your NDA permits. A consumer chat tool is usually neither.
Can an AI agent run a deal on its own?: It can do the groundwork on its own — screening, analysis, pricing, chasing, monitoring — within limits a team sets. It should not, and in TrueValue cannot, make an investment decision, submit an offer or contact a counterparty without a person.
How do I know an AI tool is not hallucinating numbers?: Demand that every figure link to its source, that computed figures come from a stated method the model cannot alter, and that an unstated figure is reported as such. Then test it on a document you have already analysed.

Go deeper

Watch an agent work a deal

The demo workspace is the real product on sample data. Drop a CIM on a deal and read the proposal that comes back.

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