WorkflowProduct Development & Fund Governance

Fund Rationalization

Fund rationalization as a standing quarterly review: every subscale fund argued both ways, decided by the chair and signed before the board

Every subscale fund, each quarter: a cited case argued both ways, signed before the board.

See one case, screen by screen ↓
demo240fundsscored against their own breakeven line in one overnight run, from 3,184 sources in five languages
demo31fundsbelow their line on the sample quarter — 11 to merge, 9 to close, 11 to keep with a plan
demo8contestedcases where the devil's advocate holds its case to keep, of 20 merge-or-close proposals
target100%of decisions with the counter-case, a reason code and two signatures before any board sees them
In short

What is Fund Rationalization?

Fund rationalization, also called product rationalization or fund consolidation, is the review in which an asset manager decides, fund by fund, which subscale funds to merge, close or keep, and takes each decision through the board and the filings. Fund Rationalization makes it a standing quarterly review: seven agents score every fund against its breakeven line, build a cited case argued both ways and draft the board memo, while the Product Committee chair decides and the Treasurer and fund counsel sign.

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Updated

The problem

Why fund rationalization still happens once or twice a year, in a spreadsheet

Fund rationalization is the review every product team owes its line-up: which subscale funds to merge, which to close and which to keep. Each fund below breakeven costs the adviser money through expense-cap reimbursements and unitary-fee shortfalls, and costs shareholders through wider spreads and a higher expense ratio. Yet the case for each fund is rebuilt by hand from fund accounting, transfer-agent flows, holdings, performance ranks and distributor letters, one spreadsheet tab per fund, so most firms run it once or twice a year.

The risk sits in what the spreadsheet does not show. The AUM floors sit in one column and the adviser's subsidy is not on the sheet, so a $90 million fund losing money can be kept while a $40 million profitable one is closed. Overlap is checked against one or two obvious partners. The loss carryforward limited under §382 and the tax hit of a liquidation are priced in week four, after the shortlist. Nobody is assigned to argue to keep the fund, and the Rule 17a-8 question — does this merger need a shareholder vote? — can surface weeks after the committee has decided. When the board's findings must be recorded with their basis, a slide figure that cannot be traced to its source is a problem.

typical~150active ETFsclosed by US sponsors in 2025, a record — 114 liquidations and 32 mergers
typical407mutual fundsmerged or liquidated in the US in 2024, against 156 opened
typical174ETFsliquidated or merged in the US in 2024, against 757 launched
Where a rationalization review's business days goestimated
By hand38 days
With the solution6 days
  • Pulling net assets, flows, holdings, ranks and letters10 → 2 d
  • Scoring and shortlisting against breakeven5 → 0.5 d
  • Finding merger partners and testing Rule 17a-85 → 0.5 d
  • Pricing the shareholder impact and tax5 → 1 d
  • Preparing the Product Committee3 → 1 d
  • Board memo, findings and N-14 outline10 → 1 d

Estimated split for one quarterly review of a fund line-up, by hand and with the solution.

How it works

How a subscale fund becomes a signed board decision

Seven agents score every fund, find partners, price the shareholder impact and argue the other side; the chair decides and two people sign.

What comes in
Data in240 funds every quarter · fund accounting, flows, holdings, ranks, distributor letters
Agents at work
Fund Scoreragainst its line
Then
Partner Finderoverlap
Rule CheckerRule 17a-8
Then
Shareholder Impactper share
Devil's Advocateargues to keep
Then
Memo Draftermemo and N-14
Evidence Keeperplans and packs
A person decides
Committee chair, Treasurer and fund counseldecide, then sign
What comes out
Every figure cited
Argued both ways
Signed before the board
One case, step by step

Fund rationalization for one subscale ETF, from the overnight score to a signed board memo

Quillfield Capital runs 240 funds across an ETF trust, a mutual fund trust and a Luxembourg SICAV. Its Q3 review scored them overnight. Quillfield Clean Energy Innovators ETF holds $18.4M against a $33M line. Here is how the product team works the case with the agents, screen by screen, in the working solution.

  1. 01Thursday, committee day

    The quarter's review is already done, and she can ask about it

    Elena Marchetti · Head of Product Strategy

    The agents ran from Sunday 11:40 p.m. to Monday 2:16 a.m. and read 3,184 sources in five languages. Elena's Today screen shows 240 funds scored for Q3, $318.4B in net assets; 31 below their line, proposed as 11 merge, 9 close and 11 keep; and 6 items that need her before the committee, ranked by time. She can ask the agents about any fund in plain words.

    What the agents found: “The devil’s advocate concedes 12 of 20 merge-or-close proposals and holds its case on 8. Those 8 are first on today’s agenda.”

  2. 02The waterline

    Every fund against its own breakeven line

    Elena Marchetti · Head of Product Strategy

    Each fund is a bar of net assets against the line for its vehicle: $33M for an active ETF, $50M for an index ETF, $100M for a mutual fund, €75M for a UCITS sub-fund. Nine of 46 active ETFs sit below $33M. She clicks Clean Energy Innovators: $18.4M, 56% of the line, −$6.1M of flows in 12 months, a 0.65% fee, a $77K-a-year adviser subsidy, a score of 82 and a partner at 71% overlap.

    “Contested. The devil’s advocate argues to keep it.”

  3. 03Open the case

    The case is a conversation, one message per agent

    Fund Scorer and Partner Finder

    Six findings from 36 sources, each with its confidence. The Fund Scorer, at 0.94: the fund earns $137K against $214K to run, a $77K shortfall, after four quarters of outflows. The Partner Finder, at 0.97: Sustainable Equity ETF holds 41 of the fund's 58 holdings, 71% of its weight, at a 0.49% fee. Under each message Elena can agree, challenge with a reason or propose a change, and every figure opens its source.

  4. 04Merger partners

    The best partner, not the obvious one — and the vote question on day one

    Partner Finder and Rule Checker

    Four candidates are ranked by overlap by weight. Global Climate Transition Fund (64%) is rejected because it takes holders out of an ETF and raises their fee from 0.65% to 0.78%; a Luxembourg UCITS (58%) is not possible for a US ETF; Clean Infrastructure Index ETF (39%) is below the 50% rule. The Rule Checker tests the four Rule 17a-8 conditions for Sustainable Equity ETF and finds the fundamental policies differ: the SAI, page 14, says the fund will concentrate 25% or more in clean energy. A shareholder vote is required — at least 425,001 of 850,000 shares, with 78% held in retail brokerage accounts.

    The Rule Checker never gives a legal opinion: “For fund counsel to confirm.”

  5. 05Shareholder impact

    Merge, close and keep, priced per share for the people who own the fund

    Shareholder Impact

    Merging costs $0.02 a share to sell the 29% that does not overlap ($5.34M × 0.32% = $17,100); closing costs $0.04. Holders' fee falls from 0.65% to 0.49%, 16 bps or about $29,400 a year, and the spread from 0.31% to 0.04%. The merger is intended as a tax-free reorganization under IRC §368(a), but the $4.2M loss carryforward would be limited under §382; a liquidation is a taxable sale for every holder. The adviser bears $310,000: legal $95K, proxy solicitation $185K, printing and filing $30K.

    Tax status stays “intended” until counsel’s opinion, and an assumption changes only with a reason.

  6. 06The other side

    A separate agent argues to keep the fund, with its own sources

    Devil's Advocate · second model

    On a different model, the devil's advocate argues to keep it: a three-year return of +6.2% a year, 14th of 61, top quartile; Quillfield Wealth's model committee shortlisted it for Q1 2027, about $9.0M; Sustainable Equity ETF holds only 11% in clean energy; and with 78% retail holders the vote may fail. Its proposal: keep for two quarters, with the model inclusion and a fee cut to 0.55%. The Fund Scorer answers, cited: even with $9.0M the fund reaches $27.4M, 17% below its line, and at 0.55% the line moves out to $38.9M.

    The chair cannot record a decision on a contested case until the counter-case has been opened.

  7. 07She asks back

    “What if the Wealth allocation comes through?”

    Elena Marchetti · Head of Product Strategy

    Elena asks the agents in the case itself. The Fund Scorer answers with its sources: the fund would reach about $27.4M, still $5.6M below its $33M line, and at the current outflow pace of about −$1.5M a quarter it would be back near $21M a year later. Its score would fall from 82 to 74 — still a merger proposal. She can also instruct, for example “Re-price with a 0.40% trading cost”, and the impact updates with the change logged.

  8. 08In the committee

    Only the chair decides, with a reason code

    Robert Ashdown · COO and Product Committee Chair

    When Elena presses Decide, the solution tells her only the Product Committee chair decides. As Robert, the choice is Merge into Sustainable Equity ETF (the agents' proposal), Close (an override of the agents) or Keep with a plan (the devil's advocate's proposal). He picks the reason code “Subscale, no credible path to breakeven” and notes: “Holders keep 71% of the portfolio at 16 bps less. Ask Wealth to place QSEQ in the model instead.” Two conditions are ticked: seek the shareholder vote, and the adviser bears all $310,000.

    “Recorded as Robert Ashdown, Product Committee Chair. The memo is drafted next; the Treasurer and counsel sign before the board sees it.”

  9. 09Seconds later

    The board memo, the 17a-8 findings and the N-14 outline

    Memo Drafter

    The Memo Drafter works step by step in view: the fund's section of the ETF Trust board memo for December 9, 2026, six paragraphs with 14 figures each cited; the Rule 17a-8 findings for the trustees (best interests; no dilution, the exchange is at net asset value); and the N-14 outline, Items 1–17, with the pro forma fee table, synopsis, tax, capitalization and voting. The Rule Checker re-reads every draft: 0 issues, 2 notes for counsel.

    The Memo Drafter drafts only after a recorded decision, and never signs or releases.

  10. 10Before the board

    Two signatures, then release to the board portal

    Mei-Ling Tan and Jonathan Pryce

    In the memo every figure links to its source. The sign-off rail shows who is next: the Head of Product reviews, Mei-Ling Tan signs as Fund Treasurer by December 2, Jonathan Pryce signs as fund counsel, and release to the board portal stays locked until both have signed. Counsel gets the draft by November 18; the evidence pack for the decision exports with every source hashed.

    “Any edit after a signature voids it. The agents never sign or release.”

Who it’s for

Built for everyone who answers for the fund line-up.

The same subscale fund, seen by the five people who carry it from the overnight score to the board — what the review looked like, and what it looks like now.

EM
Elena MarchettiHead of Product Strategy · owns the 240-fund line-up
Head of Product Strategy
Before
Rebuilds the case for each subscale fund by hand for the Product Committee and three board memos, with nobody arguing the other side.
Now
Opens a cited case per fund already argued both ways, asks the agents follow-up questions and spends her time on the funds that are contested.
RA
Robert AshdownChief Operating Officer · Product Committee chair
COO and Product Committee Chair
Before
Hears a one-sided deck once or twice a year and answers to the board for every merge or close.
Now
Reads the agents' case and the devil's advocate side by side, sees what shareholders lose per share and records each decision with a reason code.
MT
Mei-Ling TanTreasurer and Principal Financial Officer · ETF Trust and Funds Trust
Fund Treasurer
Before
Prices expense ratios, trading cost, carryforwards and §382 late, then signs numbers she cannot easily trace.
Now
Sees merge, close and keep priced per share before the committee, changes an assumption with a reason and clicks any figure to its source before she signs.
JP
Jonathan PryceFund Counsel · Rule 17a-8, N-14s and supplements
Fund Counsel
Before
Finds the fundamental-policy difference that forces a shareholder vote after the merger is already planned.
Now
Gets the four-condition 17a-8 test and the vote math on day one, and an N-14 outline mapped item by item to start from.
DO
Daniel OkaforProduct Analyst · US ETFs and mutual funds
Product Analyst
Before
Spends weeks copying net assets, flows, holdings and ranks into one tab per fund.
Now
Checks the agents' readings within two business days of the run; his own score changes wait for the Head of Product to approve.
Built on the engine

7 agents. Each with one job, and hard limits.

Seven agents score every fund, find partners, price the shareholder impact and argue the other side; the chair decides and two people sign.

Fund Scorer

Scores every fund each quarter from 0 to 100 against its vehicle's breakeven line — scale, flows, adviser subsidy, three- and five-year performance, distribution support and whether a partner exists — proposes merge, close or keep, and answers the devil's advocate with cited figures.

  • Never decides
  • Below 0.85 confidence a person confirms the reading
  • A weight change is a settings change that needs approval
Partner Finder

Finds merger partners inside the fund complex by holdings overlap by weight, objective and vehicle, ranks them and explains every rejection.

  • 50% minimum overlap by weight
  • Never proposes a partner in a vehicle the rules forbid, such as a US ETF into a UCITS
Rule Checker

Tests the four Rule 17a-8(a)(3) conditions for each partner, states whether a shareholder vote is needed and the vote math, checks the UCITS merger steps under Articles 39–46, and re-reads every draft against the rules.

  • Never gives a legal opinion
  • Flags for fund counsel, who signs
Shareholder Impact

Prices merge, close and keep per share: the expense-ratio change, repositioning cost, tax status of the reorganization, §382 limits on loss carryforwards, liquidation realizations, adviser-borne costs and the timeline.

  • Tax status is “intended” until counsel's opinion
  • Assumptions change only with a reason
Devil's Advocate

Builds the case to keep every fund proposed for merge or close, on a second model, from its own sources — distribution notes, model committee minutes, performance and the holder base — and concedes when it cannot make one.

  • Cites at least two sources
  • Cannot change scores
  • Its case is always shown to the chair
Memo Drafter

Drafts the board memo, the Rule 17a-8 findings, the Form N-14 outline (Items 1–17), 497 liquidation supplements and UCITS unitholder notices in four languages, with every figure cited.

  • Drafts only after a recorded decision
  • Never signs or releases to the board portal
Evidence Keeper

Logs every action by people and agents, tracks merger and liquidation timelines, milestones and SLAs, builds evidence packs and re-flags a keep-with-a-plan fund that misses its milestone.

  • Append-only
  • Cannot delete or edit history
Product Committee chair, Fund Treasurer and fund counsel

Decide with a reason; sign before the board. The agents propose; a named person decides.

Ask in plain words

Ask the agents about any fund, in plain words

Ask on Today about the whole review, or inside a fund's case — or tell the agents what to do. Every answer names the agent and cites its sources.

What do the 31 funds below the line cost us?

An estimated $14.2M a year in expense-cap reimbursements and unitary-fee shortfalls. The 20 merge and close proposals would end about $9.6M of it; the 11 funds kept with a plan carry $4.6M. These are estimates from the last 12 months in fund accounting.

What if the Wealth allocation comes through?

QCEI would reach about $27.4M ($18.4M + $9.0M), still $5.6M below its $33M line. At the current outflow pace, about −$1.5M a quarter, it would be back near $21M a year later. My score would fall from 82 to 74, and that is still a merger proposal.

Why not the Climate Transition Fund?

Quillfield Global Climate Transition Fund overlaps 64%, but it is a mutual fund. Holders would leave the ETF wrapper, lose intraday trading and pay 0.78% instead of 0.65%. It also sits under a different board, so it fails two Rule 17a-8 conditions.

Re-price with a 0.40% trading cost

Re-priced. At 0.40%, selling the $5.34M that does not overlap costs $21,360, $0.025 a share. Holders still save 16 bps a year, about $29,400, so the cost is recovered in about 9 months. I’ve updated the impact and logged the change with your reason.

Every screen

The working solution, as it ships.

13 screens from the working solution, on its sample data. Pick one to see it large.

TodayThe fund rationalization review on committee day: 240 funds scored, 31 below their line, what needs the Head of Product and what the agents found, with an ask box for plain-language questions.
The breakeven waterlineEvery active ETF's net assets against the $33M breakeven line, subscale funds tinted by the merge, close or keep proposal, and the selected fund's summary.
A fund's case, from the agentsThe case to merge a subscale ETF as a thread of agent findings — score, merger partner, Rule 17a-8 test — each with confidence and cited sources, beside the facts panel.
Merger partners and the Rule 17a-8 testCandidate merger partners ranked by holdings overlap by weight, each rejection explained, and the four-condition Rule 17a-8 test showing a shareholder vote is required.
Shareholder impact per shareFund merger against liquidation and keep: expense ratio, trading cost, tax, the §382 loss carryforward limit, adviser costs, the shareholder vote and the timeline.
The devil's advocateThe counter-case to keep the fund, built on a second model with its own sources, and the Fund Scorer's cited answer.
Asking the agentsA follow-up question asked inside the case and the Fund Scorer's answer with sources, under suggested questions and instructions.
The chair decidesThe Product Committee chair chooses merge, close or keep with a reason code, a note for the board record and the conditions of the fund reorganization.
Memo, findings and N-14 outline draftedAfter the decision the Memo Drafter writes the board memo section, the Rule 17a-8 findings and the Form N-14 outline step by step, then sends them for two signatures.
The board memo and sign-offThe proposed fund reorganization in the board memo, every figure cited, with the Treasurer and counsel signatures and the locked release to the board portal.
A German letter, read side by sideA distributor's German letter beside its English reading, held for a person to confirm because it was read below the confidence threshold.
Evidence pack for one decisionThe audit trail of people and agents and the evidence pack for one fund merger decision: case, counter-case, impact, 17a-8 test, memo, signatures and hashed sources.
Breakeven lines and scoringThe breakeven line for each vehicle with its basis and approval, the scoring weights and the thresholds for proposing a fund merger, liquidation or keep.
Governance

Built for the board record: cited, argued both ways, signed.

Every figure cited, in its own languageEvery figure in every agent message, on every screen and in every draft links to its source page or record. A German platform letter or a French unitholder notice is shown beside its English reading.
Every merge or close argued both waysA devil's advocate on a separate model argues to keep every fund proposed for merge or close, and the Fund Scorer answers it. On a contested case the chair cannot decide until the counter-case has been opened.
A named person decides, with a reasonOnly the Product Committee chair decides for a US fund, and the Conducting Officer for a Lux sub-fund, each with a reason code. Choosing another outcome than the agents' is marked as an override.
Two signatures before any boardThe Fund Treasurer and fund counsel both sign the memo; any edit after a signature voids it, and release to the board portal stays locked until both have signed. Whoever decides never signs.
Low confidence goes to a personA reading below its threshold — 0.85 for the Fund Scorer — waits for a person: the German letter read at 0.78 is confirmed or corrected side by side before it counts. Nobody approves their own change.
On the record for six yearsEvery action by people and agents is on an append-only audit trail with who, what, when, why and the evidence. Evidence packs export as one ZIP with a SHA-256 manifest, kept six years with the first two online, the period Rule 17a-8(a)(5) sets for merger records.
Configuration

Your breakeven lines and scoring, not ours

The lines, weights and thresholds every fund is scored against are settings. The administrator proposes a change; it applies from the next run after the Head of Product Strategy and the chair approve.

SettingDefaultChoose from
Active ETF breakeven line$33MPublished industry estimate · change by proposal and two approvals
Index ETF breakeven line$50MIndustry research on subscale closures · change by proposal and two approvals
Mutual fund breakeven line$100MLow end of the published $100M–$200M path · change by proposal and two approvals
UCITS sub-fund breakeven line€75MQuillfield policy for a Luxembourg sub-fund · change by proposal and two approvals
Scoring weightsScale 30% · flows 20% · subsidy 15% · performance 15% · distribution 10% · partner 10%Each weight set by the firm, versioned
Proposal thresholdsMerge or close at 70 or above · keep with a plan at 50–69Set by the firm, versioned
Minimum partner overlap50% by weightSet by the firm, versioned
Funds under 3 years oldScored, never proposed for closureA scoring rule the firm sets (rule 4.2)
Connections

Works with the records a fund review already runs on

Fund accountingnet assets, expenses, reimbursements and the adviser cost ledger
Transfer agent and ETF order recordspurchases, redemptions, creations and redemptions by fund
Portfolio accounting and fund dataholdings for overlap; performance and category ranks
Distribution and CRMsales by channel, holder base, distributor letters in German, French, Italian and Japanese
Fund documents and taxprospectus, SAI, advisory agreements, board minutes and loss carryforwards
Board portal and filing agentsigned memos into board books; N-14 and 497 drafts handed over for EDGAR
What it changes

The difference, in numbers.

Every figure is labelled: a target the solution is built to, an estimate, a typical published result, or a proven one.

estimated
$9.6Ma year
of fund subsidies ended by the Q3 merge and close proposals, out of $14.2M carried by 31 subscale funds
Subsidy today$14.2M a year
After the proposals$4.6M a year
target
100%
of decisions with the devil's advocate case, a reason code and two signatures before any board sees them
31 cases this quarter
8 contested
target
240funds
re-scored every quarter against their own breakeven line, instead of a review once or twice a year

“demo” = seen in the working solution, on its sample fund data · “target” = the design goal, measured in the live solution · “estimated” = our estimate · “typical” = published figures (Morningstar, active ETF launches and liquidations in 2025 — about 150 closures, 114 liquidations and 32 mergers; ICI, 2025 Investment Company Fact Book, Figure 3.1 — 407 US mutual funds merged or liquidated in 2024 against 156 opened, and Figure 4.5 — 174 US ETFs liquidated or merged in 2024 against 757 launched). Rule 17a-8 (17 CFR 270.17a-8), Form N-14 and the UCITS Directive are named as context. The $14.2M and $9.6M subsidy figures are estimates from sample data. People, firms, funds and identifiers named on this page are fictional — characters and sample data in the working solution.

Questions

What product and fund governance teams ask about fund rationalization.

What is fund rationalization?

Fund rationalization, also called product rationalization or fund consolidation, is the review in which an asset manager decides, fund by fund, which subscale funds to merge, close or keep, and takes each decision through the board and the filings. Fund Rationalization makes it a standing quarterly review: seven agents score every fund against its breakeven line, build a cited case argued both ways and draft the board memo, while the Product Committee chair decides and the Treasurer and fund counsel sign.

When does a fund merger need a shareholder vote?

Under Rule 17a-8, an affiliated fund merger needs a shareholder vote unless four conditions hold: no materially different fundamental policy, no materially different advisory contract, the merging fund's independent directors are a majority of the surviving fund's, and the surviving fund's 12b-1 fees are no higher. The Rule Checker tests all four for every candidate partner and shows the vote math, so the question is answered before the committee meets. Fund counsel confirms.

How does the ETF liquidation process work?

When the chair decides on a fund liquidation, the Memo Drafter drafts the 497 supplement, and the plan tracks the exchange notice, the last day of trading and the liquidating distribution, each with an owner and a date. In the sample review the four ETF closures carry a last trading day of January 22, 2027. Counsel files through the filing agent; no agent files anything.

What are the tax implications of a mutual fund merger, and does it price them?

The Shareholder Impact agent prices them per share before anyone decides: whether the merger is intended as a tax-free reorganization under IRC §368(a), any loss carryforward limited under §382, and for a liquidation the taxable sale for every holder. Tax status stays “intended” until counsel's opinion. It also prices the expense-ratio change, trading cost and the costs the adviser bears.

Does it draft the Form N-14 and the board memo?

Yes, once a decision is recorded. The Memo Drafter writes the fund's board memo section, the Rule 17a-8 findings for the trustees and an N-14 outline mapped to Items 1–17, every figure cited, and the Rule Checker re-reads each draft. The Treasurer and counsel must both sign before the memo can be released to the board portal.

Can it handle UCITS mergers for Luxembourg sub-funds?

Yes. UCITS sub-funds are scored against their own euro line, the Rule Checker checks the UCITS Directive merger steps — CSSF authorization, common draft terms, depositary and auditor checks, the 30-day free redemption window — and the Memo Drafter drafts the unitholder notice in English, German, French and Italian. The Conducting Officer decides for the Lux SICAV.

Do people stay in control of what is merged or closed?

Yes. The agents propose, explain, cite and draft; they never decide, sign, file or release. The analyst checks their readings, only the committee chair decides with a reason code, the Treasurer and counsel both sign, and any edit after a signature voids it. Every step is on the audit trail.

How long does it take to go live?

The Agentic Solution Engine builds and deploys it from your requirements and documents — your breakeven policy, scoring rules, a sample of fund records and past board memos — and it goes live once every quality gate has passed. We will walk you through it on your own funds first.

See it on
your fund line-up.

We'll run Fund Rationalization on a sample of your own funds and last quarter's records.