SystemSustainable Investing & Stewardship

Proxy Voting Research

Proxy voting research on your own voting policy, every vote cited to the issuer's page and its Form N-PX line written as you sign

Every proxy voted on your own policy, with a cited rationale and its N-PX line.

See one case, screen by screen ↓
demo1,174of 20,512agenda items that need a person this morning; the other 19,338 are in line with the house policy and both reading agents agree
demo18.2%board independence under the house test (2 of 11), read on page 6 of a Japanese notice, where the advisor counts 36.4%
target100%of agenda items analyzed against your policy, with a cited rationale, before the cutoff
target0departures from the policy without two voting committee approvals
In short

What is Proxy Voting Research?

Proxy Voting Research is proxy voting research software for asset managers that applies your own written voting policy to every proxy. Seven agents read each meeting notice in its original language, apply the house policy item by item, check each other, draft the vote rationale and write the Form N-PX line when a vote is signed. Analysts decide only the items that diverge, and the voting committee approves every override.

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Updated

The problem

Why proxy voting research can't keep up with proxy season

Proxy voting research has a volume problem. A stewardship team votes 9,000 to 12,000 shareholder meetings a year, most of them between April and June, in dozens of markets and languages, with custodian cutoffs days before each meeting. No analyst can read 100,000 agenda items, so most ballots follow a pre-populated proxy vote recommendation built on the advisor's data points, not on the issuer's own notice. The house rarely sees the page that decides a vote — for example, whether a Japanese outside director who was an executive of the company's main lender counts as independent under its own test.

Two proxy advisors write more than 90% of US proxy advice, one of them ends its benchmark policy in 2027, and a December 2025 executive order puts reliance on advisors under review. Managers are under pressure to own their votes and show their reasons. Meanwhile rationales get written only for votes against management, overrides of the voting policy are decided by email, and the Form N-PX is assembled by hand each summer from exports, mappings and corrections, and any mistake in it is public and permanent once it is filed.

typical90%+of US proxy advice comes from two proxy advisors
typical2027the year one of them stops issuing its single benchmark recommendation
typicalAug 31each year: Form N-PX for every fund series, in structured XML, with shares voted and shares on loan and not recalled
Where an analyst's week of Japanese AGMs goes, in working daysestimated
By hand5 days
With the solution1.4 days
  • Reading notices and the advisor's research, often through an English summary1.8 → 0.5 d
  • Checking the pre-populated vote against the house voting policy1.3 → 0.3 d
  • Pulling engagement history and last year's votes0.5 → 0.1 d
  • Writing rationales for votes against management1 → 0.3 d
  • Checks, committee overrides and resubmissions by email0.5 → 0.3 d

Estimated split for one analyst's queue of about 60 meetings in peak season, by hand and with the solution.

How it works

How a meeting is voted

Seven agents read every notice, apply your policy and check each other; analysts decide only what diverges.

What comes in
Meetings in9,214 meetings a season · any market, any language
Agents at work
Intake agentballots and holdings
Then
Evidence agentoriginal language, cited
Then
Policy agentrule by rule
Check agentindependent re-read
Then
Engagement agent
Rationale agent
Filing agentN-PX lines
A person decides
Analyst, checker, committeeapprove, check, override
What comes out
Votes with cited rationales
Overrides approved twice
Form N-PX ready
One case, step by step

Proxy voting research on one Japanese AGM, eight business days before the cutoff

Quillfield Capital votes 4,812,300 shares of Oribe Kasei Holdings — an Osaka specialty chemicals company listed on TSE Prime, 3.1% of the company, about $85.2 million — across six accounts. The 87th Annual General Meeting is Friday, June 25, 2027; the vote cutoff is Friday, June 18. It is Tuesday, June 8, 9:40 a.m. in Singapore, week 10 of proxy season. Here is what happens next, screen by screen, in the working solution.

  1. 019:40 a.m.

    Four numbers, and what needs Daniel first

    Daniel Okafor · Stewardship Analyst

    Daniel's Today screen opens on four numbers: 1,846 meetings to vote in the next 10 business days, 20,512 agenda items, every one pre-analyzed; 1,174 items that need a person; 14 overrides with the voting committee; 0 votes missed, with 6,412 of 9,214 meetings voted. His queue — 61 meetings, 164 items — is sorted closest cutoff first: eight Japanese AGMs close by Thursday, June 10. Then his largest stake this week, Oribe Kasei Holdings, 4 of 16 items.

    Overnight, 2:15 a.m.: “Oribe Kasei: the advisor counts 4 independent directors, our test counts 2 of 11; proposed Against the President.”

  2. 02One question

    He asks the agents, in plain words

    Daniel Okafor · Stewardship Analyst

    Beside his queue is what the agents did between 1:00 and 5:40 a.m.: 1,912 new ballots matched to record-date holdings in 214 accounts; 1,204 notices and circulars read in 23 languages, with three unreadable Sagiri Electric pages not guessed; every deciding fact re-read, agreeing on 20,451 of 20,512 items and sending 61 disagreements to analysts. Daniel types “Approve the Japan batch?” The Policy agent answers with the numbers and who checks.

    Policy agent: “The Japan batch has 604 meetings, 7,980 items in line with the policy where both reading agents agree (average 97.8%). Approving it sends a 2% sample (12 meetings) to Sofia Reyes.”

  3. 03Open Oribe Kasei

    Sixteen items, four that diverge, on top

    Daniel Okafor · Stewardship Analyst

    The ballot shows every agenda item with four columns — Management, Advisor, House policy, Proposed — and the page each one rests on. Four diverge and sit at the top: item 2, virtual-only shareholder meetings with no limit to emergencies (p.4); item 3.1, re-elect President and CEO Hiroshi Oribe; item 5, a takeover defense plan renewed for three years, where the advisor also says Against (p.14); and item 6, a shareholder proposal to write a 1.5°C transition plan into the articles, where the policy says case by case (p.18). The 12 items in line with the policy take one step: “Approve 12 in line”.

    On the ballot: “Advisor = subscription research, one input among several.”

  4. 04Page 6

    The Japanese notice, beside the English

    Evidence agent

    Item 3.1 opens with its source: the convocation notice in Japanese, page 6, beside the Evidence agent's English. Candidate 10, Ryoji Kanda, was Managing Executive Officer of Seiran Trust Bank — the company's main lender, ¥38.6 billion, 41% of borrowings. Candidate 11, Emiko Tsuda, was Senior Vice President of Kozakura Trading, which holds 8.4% of the shares and buys 12% of consolidated sales. The facts are pinned below: independent under our test, 2 of 11 · 18.2% (p.6); exchange-registered, 4 of 11 · 36.4% (p.9); minimum 33.3% under rule J-2.1.

    Evidence agent, 98%: “The English summary leaves both careers out.”

  5. 05The agents' thread

    Re-read on its own, with last year's warning

    Policy, Check and Engagement agents

    Under the source, the agents talk it through. The Policy agent applies J-2.1 — 2 of 11 is below one-third — so Against the top executive, who chairs the board and the nomination committee. The Check agent re-reads pages 6 and 9 on its own, with a different model, and agrees at 97%. The Engagement agent adds that Quillfield voted For in 2026 under a one-year grace, wrote to the board on July 9, 2026, and heard on February 17, 2027 that a third independent director would come only “by the 2028 meeting”. Daniel asks: “Why does the advisor say For?”

    Check agent: “That is the whole difference: 4 of 11 (36.4%) versus 2 of 11 (18.2%).”

  6. 069:43 a.m.

    Approved against, sent to a checker, N-PX lines written

    Daniel Okafor · Stewardship Analyst

    Daniel approves Against with the drafted public rationale: “two of eleven directors (18%) are independent under our test, below the one-third we expect at Prime Market companies.” Because it is a vote against management, it goes to Sofia Reyes, Senior Stewardship Analyst, to check; his own Check button is locked. The Filing agent writes the Form N-PX lines at signature: Japan Equity Fund 1,904,000 shares; International Value Fund 1,126,500; Global Small & Mid Cap ETF 202,800 voted and 210,000 on loan, not recalled.

    “Item 3.1 approved · 3 N-PX lines written · sent to Sofia Reyes to check”

  7. 07After the vote

    The letter to the board, drafted and waiting for approval

    Engagement agent

    The Engagement agent drafted the letter to Mr. Oribe at 2:20 a.m.: why Quillfield voted against his re-election, citing notice page 6 and the July 2026 letter; why it voted against items 2 and 5; and why it did not support item 6, given the commitment to publish a transition plan in the FY2027 integrated report — while one client voted its 380,000 shares for under its own policy. Beside it is the record: the February 17 call with the CFO, the July 9 letter, the 2026 vote and a November 2025 meeting with the President.

    The Engagement agent never sends a letter: Margaret Lin, Head of Investment Stewardship, approves it first.

  8. 08At the committee

    Leaving the policy takes two members

    Thomas Brandt · Voting Committee Chair

    Fourteen overrides wait for the voting committee. OVR-0412, Hanbyeol Shipbuilding item 2: the policy says Against the inside director who leads a physical split (rule K-8.1); Hana Seo proposes For, reason code OV-2, because the company agreed in writing on June 4 to give existing holders shares in the spun-off unit and list it within 24 months. The Check agent reads the evidence and finds it post-dates the documents the policy result rests on; the portfolio manager's view supports the change. Thomas approved it on June 7, so it stands at 1 of 2 and needs a second committee member's approval.

    “Any vote that leaves the house policy needs two voting committee members, never the person who proposed it.”

  9. 09Before a rule changes

    Replay a policy change on the whole season

    Thomas Brandt · Voting Committee Chair

    A committee member writes the change in plain words: “Lower the Japan cross-shareholding line from 20% to 15% of net assets, including deemed holdings.” The Policy agent codes it as rule J-3.2, finds the 418 meetings where the rule was tested and replays 71,380 signed items in 6,412 meetings; the Check agent re-reads 40 of the flips and agrees on all 40. Result: 131 votes change, For to Against the top executive, all in Japan, and votes against management move from 9.8% to 10.0%.

    “Submit for committee approval — two members approve; never the proposer.”

  10. 10Ahead of August 31

    Form N-PX, written as the season is voted

    Carla Mendes · Proxy Operations Manager

    The Form N-PX for July 1, 2026 to June 30, 2027 is due Tuesday, August 31, in 84 days. 386,217 lines are written, one per vote and fund series, across 146 series plus the say-on-pay report for the 13F manager; 99.6% are ready and 99.8% tie to a voting-platform confirmation. They were reconciled nightly and validated against the XML schema with 0 errors. 1,412 exceptions remain — 806 of them confirmations the Filing agent re-requests every night. Carla prepares the filing; the Chief Compliance Officer signs it.

    “Schema-validated nightly; no line is filed without a signed vote behind it.”

Who it’s for

Built for everyone who votes, checks and signs.

The same proxy season, seen by five of the people who carry it — what it looked like with a pre-populated ballot, and what it looks like now.

DO
Daniel OkaforStewardship Analyst, Japan and Singapore · Singapore
Stewardship Analyst
Before
Faces 61 meetings in a week, mostly Japanese AGMs, and can read only a fraction of the notices, so most items follow the advisor's pre-populated vote.
Now
“Show me the four items that matter, and the page that decides each one.” He decides only what diverges, with the Japanese passage beside the English.
SR
Sofia ReyesSenior Stewardship Analyst · checker, New York
Senior Stewardship Analyst
Before
Checks votes against management from a ballot and a short note, without the page the vote rests on.
Now
“I check the reading, not just the box.” Every vote against management reaches her with its rule, its source page and the agents' readings — and never one she approved herself.
ML
Margaret LinHead of Investment Stewardship · owns the policy, the queue and every letter
Head of Investment Stewardship
Before
Owns a voting policy in Word that takes a season to reach the ballots, and letters to companies written after the fact.
Now
“Our votes have to be ours, and we have to be able to show why.” She approves letters the agents drafted from the record, and proposes policy changes with a replay attached.
TB
Thomas BrandtVoting Committee Chair · approves overrides and policy versions, London
Voting Committee Chair
Before
Decides overrides by email and minutes, often without the evidence in front of him.
Now
“No one leaves the policy without the committee seeing the evidence.” Each override arrives with the rule, the analyst's reason code, the Check agent's reading and the portfolio manager's view.
CM
Carla MendesProxy Operations Manager · intake, recalls, submission and the N-PX
Proxy Operations Manager
Before
Chases missing ballots and entitlement mismatches before each cutoff, then spends the summer assembling the N-PX from exports.
Now
“Not one ballot missed, and every N-PX line ties to a confirmation.” She sees exceptions and recall candidates every morning, and an N-PX already written as votes are signed.
Built on the engine

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

Seven agents read every notice, apply your policy and check each other; analysts decide only what diverges.

Intake agent

Pulls meetings and ballots from the voting platform every night, matches them to record-date holdings, reconciles entitlements, flags share-blocking and power-of-attorney markets and missing materials, and proposes recalling shares on loan for significant votes.

  • Never votes
  • Never recalls shares itself — proxy operations proposes, the portfolio manager approves
Evidence agent

Reads notices, proxy statements and annual reports in their original language, extracts the facts each rule needs, translates the deciding passage and pins every fact to its page.

  • Never guesses an unreadable fact — the item is held and the text requested
  • Never relies on an English summary alone
Policy agent

Applies the house voting policy, or a client's own policy, item by item: the rule, the test, the result and its confidence. Codes proposed policy changes and replays the season under them.

  • Never applies an unapproved policy version
  • “Case by case” always goes to a person
Check agent

Re-derives the deciding fact on its own from the same pages, with a different model family from the Policy agent, and challenges the result.

  • Cannot approve
  • A disagreement always goes to a person, with both readings side by side
Engagement agent

Brings the company's engagement history, commitments and past votes into the item, proposes the escalation the policy calls for, and drafts the letter to the company after the vote.

  • Never sends a letter — the Head of Stewardship approves it
Rationale agent

Drafts the public and internal vote rationales in plain words, consistent with past rationales, and the explanations of significant votes for SRD II and the UK Stewardship Code.

  • Never changes a vote
  • The analyst edits and signs, with a reason code for every edit
Filing agent

Writes the Form N-PX line when a vote is signed — fund series, proxy-card wording, category, shares voted, shares on loan and not recalled — reconciles it to the vote confirmation and validates the XML every night.

  • Never files — proxy operations prepares, the Chief Compliance Officer signs
Analysts, checker, voting committee, compliance

Approve, check, override, sign. The agents propose; a named person decides.

Ask in plain words

Ask the agents about any vote, rule or filing

Every working screen has its own conversation with the agents. Ask about the item in front of you or tell them what to do; each answer cites the page or rule it came from, and anything that changes a vote, a position or a filing still goes to the person whose decision it is.

Why does the advisor say For?

The advisor counts all four outside directors as independent because the company registers them with the exchange (p.9). Our test excludes Ryoji Kanda (main lender, ¥38.6 billion, 41% of borrowings) and Emiko Tsuda (8.4% shareholder) (p.6). That is the whole difference: 4 of 11 (36.4%) versus 2 of 11 (18.2%).

Where should I start?

Start with the meetings that close Thursday, June 10. Then Oribe Kasei Holdings: your largest stake this week (3.1% of the company, $85.2M), 4 of 16 items diverge, and item 3.1 votes against the President (p.6). I filtered your queue to Thursday's meetings.

What happens if we reject it?

If the committee rejects OVR-0412, the vote returns to the policy result, Against, and Hana Seo is told with your reason code; the ballot still makes its cutoff on Monday, June 14. If a second member approves, the vote is final as For, recorded as an override (OV-2) on the audit trail and in the season report.

Are we on track for Aug 31?

99.6% of lines are ready and 1,412 exceptions remain, 806 of them confirmations I re-request nightly. At this rate the draft is clean in the first days after June 30, well before August 31. Preparing it is Carla Mendes's step; signing is Imran Qureshi's.

Every screen

The working solution, as it ships.

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

Today: proxy season at a glanceFour numbers for the proxy season, the analyst's queue sorted closest cutoff first, and what the agents found overnight, with page citations.
Ask the agents in plain wordsThe analyst asks whether to approve the Japan batch; the Policy agent answers with the meetings, items, confidence and the checker sample.
The ballot: management, the proxy advisor, the house voting policy and the proposed voteEvery agenda item with the three recommendations and the agents' proposed vote; the items that diverge rise to the top, and the rest are approved in one step.
The deciding page of the notice, Japanese beside EnglishThe original-language passage beside the Evidence agent's English, with the facts pinned: 2 of 11 independent under the house test, 4 of 11 exchange-registered, a 33.3% minimum.
The agents' conversation on one agenda itemThe engagement history, the drafted public rationale and the Check agent's cited answer to “Why does the advisor say For?”, at 97% confidence.
A vote approved, sent to the checker, its N-PX lines writtenThe analyst's signature with the time, the vote routed to a second analyst to check, and three Form N-PX lines written at signature.
The engagement record and the letter after the voteThe letter to the board drafted from the record and the notice, the steps to approval, and the company's engagement history with sources.
Policy overrides at the voting committeeEach override with the house rule, the analyst's reason code and evidence, the agents' readings, the portfolio manager's view and the approvals so far.
Replay a change to your custom proxy voting policyA rule change written in plain words, coded, replayed on 71,380 signed items and checked, showing the votes that would flip before the committee approves it.
Ballot intake, holdings and recall candidatesOvernight feeds from the voting platform, portfolio accounting, custodians and the lending agent, with exceptions and shares on loan to recall before the record date.
Form N-PX reporting by fund seriesLines written as votes are signed, reconciled to confirmations and validated against the XML schema, by fund series, with exceptions and the prepare-and-sign steps.
The audit trail of people and agentsEvery action with who, what, when, the reason code and the evidence, hash-chained and kept 7 years, with questions about the trail and an evidence pack to export.
Thresholds, approvals and escalationsWhen both reading agents must agree, the checker sample, significant holdings, committee approvals and recall timing — each change approved by the Head of Stewardship.
Governance

Built for your own voting policy: cited, checked twice, on the record.

Every fact cited to its pageEvery fact, rule and rationale cites its source passage, in the original language and in English, opened with a click. The proxy advisor's recommendation is shown as one input and is never voted automatically.
A second analyst checks every vote against managementThe analyst approves; a different analyst checks before the ballot is submitted. The person who approves a vote never checks it, and proxy operations submits but cannot change a vote.
Overrides need two committee membersAny vote that leaves the house policy needs two voting committee members, never the proposer, with a reason code on every override, rejection and edit, and the portfolio manager's view on the record.
Policy versions tested, then approved twiceA change to the voting policy is replayed on the season's signed votes before the committee sees it, and needs two members to approve it. The agents never apply an unapproved version.
People act; agents proposeThe agents may not vote, submit a ballot, send a letter, recall shares or file the N-PX. Recalls are approved by the portfolio manager, letters and client reports by the Head of Stewardship, and the N-PX is signed by the Chief Compliance Officer.
A hash-chained audit trail and evidence packsEvery action by people and agents is logged with who, what, when, why and the evidence, hash-chained and kept 7 years. An evidence pack for an SEC examination holds policy versions, committee approvals, votes with rationales and source pages, signatures, N-PX lines tied to confirmations and agent versions.
Configuration

Your proxy voting guidelines, as thresholds and escalations

How much reaches a person, who approves what and when items escalate — settings the administrator changes and the Head of Investment Stewardship approves, every change versioned and logged.

SettingDefaultChoose from
In line when both reading agents agree at90%75% to 99%; below this an item reaches an analyst
Checker sample of bulk approvals2% (change to 3% awaiting approval)1% to 10% of in-line meetings
Significant holding (always reaches a person)$50M, or 1% of shares outstanding$10M to $250M
Committee approvals for an override2, never the proposer2 · 3
Propose recalls before the record date10 days3 to 20 days; for significant votes and overrides at committee
Item still open 72 hours before the cutoffEscalate to the Head of Investment StewardshipOn · Off
Item still open 48 hours before the cutoffEscalate to the Voting Committee ChairOn · Off
Votes, rationales and evidenceKept 7 years, in the client's regionUS · EU · Singapore regions; models run where the data lives
Connections

Works with the systems your votes already pass through

Proxy voting platformmeetings, ballots, vote submission and confirmations
Portfolio accounting and custodiansrecord-date positions for every account, ballot entitlements and powers of attorney
Securities lending agent and order management systemloans, recalls and returns; trades settling around record dates
Engagement log (CRM)meetings, commitments and letters with each company
Document management and proxy advisor researchnotices, circulars and annual reports in their own language; advisor recommendations as one input
Fund administrator and EDGAR filing agentthe fund series register for the N-PX, and submission after sign-off
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.

target
100%
of agenda items analyzed against your policy, with a cited rationale, before the cutoff
every item
not a sample
target
0
departures from the policy without two voting committee approvals
Todayoverrides decided by email
With agentstwo approvals, reason code, evidence
target
Days
to a reviewed Form N-PX after June 30, not a summer project (due August 31)
Todayexports and fixes all summer
With agentslines written as you vote

“demo” = seen in the working solution, on its sample data · “target” = the design goal, measured in the live solution · “estimated” = our estimate · “typical” = published figures (Latham & Watkins on the December 11, 2025 executive order — two proxy advisors hold over 90% of US proxy advice; Skadden and the Harvard Law School Forum, October 2025 — one advisor ends its benchmark policy in 2027; SEC Release 33-11131 — Form N-PX in structured XML, due August 31 for the year to June 30; SEC 2019 guidance under Rule 206(4)-6). Quillfield Capital and the people, companies, funds and clients named on this page are fictional — characters and sample data in the working solution.

Questions

What stewardship teams ask about proxy voting research.

What is Proxy Voting Research?

Proxy Voting Research is proxy voting research software for asset managers that applies your own written voting policy to every proxy. Seven agents read each meeting notice in its original language, apply the house policy item by item, check each other, draft the vote rationale and write the Form N-PX line when a vote is signed. Analysts decide only the items that diverge, and the voting committee approves every override.

Can AI apply our custom proxy voting policy?

Yes. Your written policy and market annexes become plain-language rules the committee approves — 96 rules from a 74-page policy and six annexes in the working solution. The Evidence agent reads the notice in its own language and pins each fact to its page, the Policy agent applies the rule, and the Check agent re-derives the deciding fact on its own with a different model. With AI proxy voting set up this way, an item goes in line only when both reading agents agree at 90% or more; everything else reaches an analyst.

Can we vote without relying on a proxy advisor's benchmark recommendation?

The advisor's proxy vote recommendation stays on the ballot as one input beside management's and your house policy result, and is never voted automatically. Where they differ, the agents explain why from the issuer's own pages — on the sample Japanese AGM, the advisor counts four independent directors because of the exchange designation, while the house test counts two.

When is Form N-PX due, and how does it get our Form N-PX reporting ready?

Form N-PX is due by August 31 each year for the twelve months to June 30, in structured XML for each fund series. The Filing agent writes each N-PX line when a vote is signed — fund series, proxy-card wording, category, shares voted and shares on loan, not recalled — reconciles it to the voting platform's confirmation and validates the XML every night. Proxy operations prepares the filing and the Chief Compliance Officer signs it, so August is a review rather than a summer project, well ahead of the Form N-PX filing deadline.

Can client accounts vote under their own voting policy?

Yes. The Policy agent applies a client's own policy to that client's shares and the ballot shows a split vote by account. In the working solution, a public pension's separate account votes its 380,000 shares For a climate disclosure proposal under its own policy, while the house accounts vote Against.

How does it help us show that we vote by our proxy voting policy under Rule 206(4)-6?

Every vote cites the rule and the source page, every departure is an override with a reason code and two committee approvals, and every policy version is approved twice. Internal audit and the Chief Compliance Officer can export an evidence pack — policy versions, committee approvals, votes with rationales and sources, signatures, N-PX lines tied to confirmations and agent versions — including a sample of 40 votes for Rule 206(4)-6 testing, and the export itself is logged.

Do people stay in control of every vote?

Yes. The agents may not vote, submit a ballot, send a letter, recall shares, file the N-PX or apply an unapproved policy version. An analyst approves each vote, a second analyst checks every vote against management, two committee members approve every override, and the Chief Compliance Officer signs the N-PX.

How long does it take to go live?

The Agentic Solution Engine builds and deploys it from your requirements and documents — your written voting policy, market annexes, client policies and the systems your ballots pass through — and it goes live once every quality gate has passed. First-time setup ends with a dry run that replays last season and compares the results with your signed votes.

See it on
your own policy.

We'll run Proxy Voting Research on your written voting policy and a sample of last season's meetings.