The most expensive answer at a financing diligence table is not “we did not do that”. It is “I will ask the technical team”.

The first is a problem that can be priced. The second makes the other side doubt every answer. What investor counsel assesses is not whether defects exist, but whether statements can be verified. Preparation exists to make verification efficient.

1. The eight-week plan

Preparation is not about finding every document. It is about arranging materials in the order the other side will ask for them. Eight weeks is the usual window, starting before the term sheet is signed.

WeekActionOutput
1Fix the deal position and disclosure boundaryDiligence scope note, confidentiality arrangement
2Inventory compliance matters and identify gapsGap list with owners
3–4Remediate what can be done quicklyChange filings, re-executed DPAs, supplementary labelling
4–5Build the data roomIndex, numbering, evidence references
6Prepare the position table and Q&AOne-page position table, consistent wording
7Cross-checkRecord of consistency across four texts
8Disclosure letter and remediation planDisclosure letter, pre-closing timetable

The order cannot be reversed. Building the data room before identifying gaps wastes time on irrelevant material; remediating before fixing the position produces two accounts of the same fact.

2. How to structure the data room

The value of a data room is the index, not the volume. Organise by the sections of the investor questionnaire, number each file, and cite those numbers in the position table and the disclosure letter.

FolderContentCommon gap
01 Entity and equityLicence, articles, cap table, historical changesHistorical corporate documents missing
02 Licensing and filingAlgorithm filing, LLM filing, ICP/EDI, business scopeNew functions added without change filing
03 Data and personal informationPolicy versions, consent logs, PIA, DPAs, export materialsOnly the current policy survives
04 Intellectual propertyPatents, software copyright, trademarks, open-source inventory, invention assignmentsNo conclusion on open-source licences
05 Content and safetyLabelling scheme, moderation policy, disposition records, minors planInterface notice only
06 ContractsKey customers, suppliers, cloud and compute, channelsDPA missing
07 Employment and incentivesEmployment contracts, non-compete, option pool, holding platformOption grant documents incomplete
08 Disputes and regulatoryLitigation, complaints, enquiries, penalties, remediationOnly closed matters disclosed

Each folder holds two kinds of document: factual (licences, contracts, records) and explanatory (position, conclusion, remediation plan). The first proves something happened; the second explains why it was handled that way. Counsel usually read the second first and then sample the first.

3. How to use the position table

The position table is one page listing the dozen questions most likely to be pressed, each with a single agreed formulation and an evidence number.

Three rules: state only verifiable facts; separate completed, in progress and not started; attach an evidence number to every sentence.

QuestionAgreed formulationEvidence
Algorithm filingCompleted, number X, entity matches the operator02-01
Training dataFour sources, public data X%, purchased portion licensed04-03
User data for trainingOff by default, configurable for enterprise, stated in terms03-05

The table prevents different people giving different answers in different rooms. During diligence, the CEO, CTO, finance and legal usually speak in parallel; without one formulation, divergence is certain.

4. Three categories of defect

How a defect is handled matters more than the defect itself.

Remediable: give a timetable. Change filings, re-executed DPAs and supplementary labelling usually fall here. State the action, the owner, the completion date and the interim measure.

Not remediable: disclose. Set out the facts, the scope of impact, the steps taken and the residual risk. Disclosure brings the uncertainty onto the table for both sides to price.

Material: structure it. Make it a closing condition, a price adjustment or a specific indemnity. The seller buys certainty at a contained cost; the buyer covers residual risk through the price.

The worst course is to describe unstarted work as underway. One inaccurate statement invites a full re-examination at a cost far above honest disclosure.

5. What drives the cost

Part of the work can be done internally. External input usually concentrates on three points: gap assessment, a single position, and the link between the disclosure letter and the transaction documents.

Four drivers: the number of legacy issues; whether filings and licences are complete; whether data and open-source records already exist; and how compressed the timetable is. The tighter the timetable, the more concentrated the external input and the higher the unit cost.

Where a PIA, DPAs and an open-source audit already exist, preparation is mainly assembly and cross-checking, and the timeline can compress to about four weeks. Where none of the four foundational documents exist, eight weeks covers only the main body.

6. Four common mistakes

MistakeConsequenceCorrect approach
Backdating documentsDates contradict facts and invite doubtExplain when and why the work was done
Each team answers separatelyFour accounts of one questionOne position table and one external channel
Only factual documents preparedThe handling logic cannot be explainedPrepare factual and explanatory documents in pairs
Disclosure left to the last momentBuyer finds it before closing and repricesDisclose mid-process and leave room to negotiate

The third is the most common. Licences and contracts prove existence; explanatory documents prove that someone thought it through. The latter is precisely what counsel use to judge compliance maturity.

7. Next steps

If a financing round is planned within three months, four things can be done first: list the eighteen questions an investor is likely to ask and draft an answer to each; cross-check the privacy policy, PIA, DPAs and filing materials; identify three to five gaps that must close before signing; and appoint one external channel and one formulation.

After those four, most questions at the table become quotations rather than improvisation.

Related reading: investor compliance due diligence, the AI product launch compliance document pack, open-source compliance audits, and the financing and equity service page.

Last updated: 27 August 2026.

Frequently Asked Questions

How far ahead should diligence preparation start?

Eight weeks is the usual window, starting before the term sheet is signed. Where a PIA, DPAs and an open-source audit already exist, preparation can compress to about four weeks; where all four foundational documents are missing, eight weeks covers only the main body.

How should the compliance data room be structured?

By the sections of the investor questionnaire, in eight folders: entity and equity, licensing and filing, data and personal information, intellectual property, content and safety, contracts, employment and incentives, disputes and regulatory. Number every file and cite the numbers in the position table.

Must every issue found be remediated?

No. Handle them in three categories: remediable issues get a timetable and interim measures; non-remediable issues go into the disclosure letter with facts and residual risk; material issues are structured as closing conditions, price adjustments or specific indemnities.

What is the position table for?

It is one page listing the questions most likely to be pressed, each with a single agreed formulation and an evidence number. It prevents the CEO, CTO, finance and legal from giving different answers to the same question.

What drives the cost of preparation?

Four variables: the number of legacy issues, whether filings and licences are complete, whether data and open-source records already exist, and how compressed the timetable is. The tighter the timetable, the more concentrated the external input and the higher the unit cost.

Can a company raise financing without a PIA and DPAs?

It can negotiate, but the gap usually becomes a closing condition or a valuation adjustment. Closing the foundational documents before launching the round costs far less than accepting terms under pressure at the table.

Geason Law Offices AI Industry Research Group | Reviewed by Ho Qianggao