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Best AI Contract Review for Investment Fund Documents

Best AI Contract Review for Investment Fund Documents

How to review LPAs and side letters with AI: the LPA provisions LPs negotiate, how MFN elections work, an MFN tracker you can copy, and the 2026 regulatory context.

By the team at Gavel
Published:  
Oct 26, 2026
|  Last updated:  
Oct 26, 2026
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Fund formation has a rhythm. There are weeks of negotiating the limited partnership agreement, then a final close, then a wave of side letters, each one a small negotiation with its own exceptions and carve-outs. By the time the most-favored-nation compendium goes out, the hardest question on the deal team is remembering exactly what was promised to whom.

Fund documents work as a system. The LPA sets the baseline, each side letter changes it for one investor, and the MFN clause decides how far each change spreads.

The short answer: The best AI tool for reviewing investment fund documents applies your positions on economics, governance, and investor protections to the limited partnership agreement (LPA), lets you ask questions about a side letter alongside the LPA and related side letters, and returns redlines in Word. In Gavel Exec, you open the document you are negotiating, attach the related documents to the chat, run a fund documents playbook, and get tracked-change redlines with the reasoning for each change.

The core fund documents

  • The LPA sets the fund's economics, governance, and the rights of the general partner (GP) and the limited partners (LPs).
  • Side letters give individual investors additional rights, such as fee discounts, reporting, or excuse rights.
  • Subscription agreements contain each investor's commitment and representations.
  • The private placement memorandum describes strategy, terms, and risks.

Many investors measure LPA terms against guidance from the Institutional Limited Partners Association (ILPA), including ILPA Principles 3.0 (2019) and the ILPA Model LPA, released in 2019 and revised in 2020.

The LPA provisions that matter most

LP positions are shown below. Managers usually negotiate toward more flexibility on each.

ProvisionWhat LPs checkCommon issue
Management feeRate, basis after the investment period, and fee offsetsFees on committed capital after the investment period, or offsets below 100%
Distribution waterfallWhole-of-fund or deal-by-deal, preferred return, catch-up, carryDeal-by-deal carry with a weak clawback
ClawbackNet or gross of taxes, and how it is securedNet of taxes with no guarantee from carry recipients
Key personNamed individuals, time commitment, and consequencesNo automatic suspension of the investment period
GP removalThresholds with and without causeNo-fault removal requiring a very high vote, or none at all
Fund expensesCosts borne by the fund versus the managerBroad definitions that shift manager overhead to the fund
ConflictsAllocation, cross-fund deals, and advisory committee (LPAC) reviewGP discretion over conflicts without LPAC review
ExculpationStandard of conduct for the GPExculpation covering gross negligence

Waterfall, key person, and removal in brief

A typical waterfall returns contributed capital, pays a preferred return commonly around 8 percent, gives the GP a catch-up, and then splits remaining profits, such as 80/20 (Ropes & Gray). ILPA favors a whole-of-fund waterfall (Torys). A key person event usually suspends the investment period until LPs vote to lift it, and ILPA recommends the suspension become permanent within 180 days unless a supermajority reinstates it (Goodwin). No-fault removal of the GP commonly requires 66⅔ to 80 percent of unaffiliated LP commitments, and removal for cause more often requires a majority.

How MFN elections work

Most side letters include an MFN clause that lets the investor elect terms granted to other investors (CMS). After closing, the manager circulates a compendium of terms. Investors elect within a set window. Rights are often tiered by commitment size, so an investor can elect only terms granted to investors with the same or smaller commitments. Common carve-outs exclude terms tied to an investor's legal, tax, or regulatory status, LPAC seats, and fee discounts reserved for large or early investors.

An MFN tracker you can copy

The fastest way to keep side letters consistent is to log each term as it is granted. The tracker below uses illustrative entries for a fund with three MFN tiers. A row that reads "Electable" is a term every investor in that tier or above may claim.

Term grantedInvestor and tierSide letter sectionMFN statusInteracts with
Quarterly reporting in the ILPA templatePublic pension, Tier 1 ($100M+)§ 4.1Electable by Tier 1LPA § 9.2 reporting
Excuse right for fossil fuel investmentsEndowment, Tier 2 ($25M to $100M)§ 3.2Carved out (investor policy)LPA § 6.4 excuse procedure
LPAC seatPublic pension, Tier 1§ 2.1Carved out (LPAC seats)LPA § 11.1 LPAC composition
Management fee discount of 25 bpsFirst-close investor, Tier 1§ 5.1Carved out (first-close discount)LPA § 8.1 fees
Notice of key person event within 5 business daysInsurer, Tier 2§ 4.3Electable by Tier 1 and Tier 2LPA § 7.3 key person
Regulatory capital reportingInsurer, Tier 2§ 4.4Carved out (regulatory status)None

Columns worth adding for a live deal: the date each term was granted, whether the investor elected it, and the partner who approved it.

Regulatory context in 2026

The SEC's Private Fund Adviser Rules, including a preferential treatment rule for side letters, were vacated by the Fifth Circuit on June 5, 2024, and the SEC did not seek further review (Paul Hastings). Disclosure of preferential terms remains a market and fiduciary practice issue. ILPA's updated Reporting Template applies beginning with 2026 reporting, and its Performance Template applies to funds that begin operations on or after January 1, 2026 (Paul Hastings). The compliance date for the 2024 Form PF amendments is now July 1, 2027 (Morrison Foerster).

A scenario: the late insurer side letter

Consider a fund formation associate on a manager-side team. The MFN compendium goes to investors on Friday, and an insurer that joined at the final close has just sent its own side letter markup.

She opens the insurer's markup in Word and attaches the LPA and the side letter for the fund's largest pension investor to the chat, since that letter holds the LPAC consent rights. She asks whether anything in the insurer's markup conflicts with the LPA or the pension letter. The answer points to two issues: the insurer's excuse right would let it skip investments that the pension's LPAC consent right assumes every investor joins, and a new quarterly reporting term is drafted broadly enough to become electable by every Tier 2 investor. She adds both rows to the MFN tracker and flags them for the partner with links to the exact clauses.

The partner narrows the reporting term to the insurer's regulatory requirements, which takes it out of the MFN, and resolves the excuse right with a one-sentence carve-out. The compendium goes out on Thursday.

What fund teams want next

A large fund can close with 40 or more side letters, and the MFN compendium depends on every one of them. Fund formation teams increasingly want AI that reads the full set together and answers questions like "which side letters grant excuse rights that interact with the LPAC provisions?" in one pass. Until then, a tracker like the one above, combined with targeted questions about the two or three letters that touch the same provision, catches most conflicts before the compendium goes out.

Reviewing fund documents in Gavel Exec

Open the LPA or side letter in Word, attach the related documents to the chat, and run a fund documents playbook with LP-side or manager-side rules, such as "a key person event automatically suspends the investment period" or "the management fee steps down to invested capital after the investment period." Each finding links to the language it relies on, and each proposed redline shows a priority level and its reasoning. Teams can generate a playbook from their own guidelines, including ILPA-based positions, with AI Playbooks. Gavel Exec is SOC 2 Type II certified, and Gavel has zero data retention agreements with its large language model (LLM) providers.

Related reading: AI contract review for private equity firms and why manual review misses recurring risk across agreements.

A quick checklist before you sign

  • Confirm the management fee steps down after the investment period and offsets match your position
  • Check the waterfall type, preferred return, catch-up, and carry percentage
  • Review clawback terms, including taxes and security
  • Confirm a key person event automatically suspends the investment period
  • Check GP removal thresholds with and without cause
  • Review fund expense definitions for manager overhead
  • Log every side letter term in an MFN tracker as it is granted
  • Check MFN tiers, election windows, and carve-outs before the compendium goes out

Frequently asked questions

What is the best AI tool for reviewing investment fund documents?

For lawyers who negotiate LPAs and side letters in Microsoft Word, a Word-native tool such as Gavel Exec applies a fund documents playbook, answers questions about related documents attached to the chat, and proposes tracked-change redlines. Fund administration platforms suit teams whose priority is managing investor data and capital activity after closing.

What is an MFN clause in a side letter?

An MFN clause lets an investor elect terms granted to other investors, usually within an election period after closing, limited to investors with the same or smaller commitments, and subject to carve-outs for investor-specific regulatory or tax terms.

What is a key person provision in a fund?

A provision naming the investment professionals who must stay involved. If enough of them leave, the investment period is typically suspended until LPs vote to reinstate it.

What is a typical private equity waterfall?

Return of contributed capital, a preferred return commonly around 8 percent, a GP catch-up, and then a split of remaining profits, such as 80 percent to LPs and 20 percent to the GP.

Are the SEC's side letter rules still in effect?

No. The Fifth Circuit vacated the Private Fund Adviser Rules, including the preferential treatment rule, on June 5, 2024, and the SEC did not seek further review.

This article provides general information and is not legal advice.

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