WorkflowClient & Investor Reporting

Fund Document Translation

Fund document translation with every regulated phrase word for word and every figure proven

Every language out the same week as the English, each regulated phrase word for word.

See one case, screen by screen ↓
demo1,284language versionsowed in one monthly cycle, from 135 English sources for 64 funds in 21 market versions
demo0locked phrases alteredof 9,368 held to Compliance's approved wording this cycle
demo39,804figures checkedagainst the source and the performance system: 6 format or value problems, 1 in the English itself
targetBD 6every language out on business day 6, not day 14
In short

What is Fund Document Translation?

Fund document translation is the regulatory translation of a fund's KID, factsheet, commentary, reports and shareholder notices into the language of every market where the fund is sold, with each market's regulated wording and number format. Fund Document Translation adds seven agents that translate only what changed, hold each regulated phrase word for word, translate every paragraph back into English to check meaning and prove every figure. A reviewer in each market approves, and Marketing Compliance releases.

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Updated

The problem

Why fund document translation runs a week behind the English

A cross-border fund is sold in every country where it is registered, and each country wants its documents in its own language: the PRIIPs KID by law, and in practice the monthly factsheet, the portfolio manager's commentary, the reports and every shareholder notice. A manager with 64 funds sold across Europe owes well over a thousand language versions a month. Today they go to translation agencies in batches once the English is signed off, come back days later, and are checked by in-country colleagues, such as a client service director, who have day jobs of their own.

The risk is in what nobody has time to check. A KID translation must faithfully reflect the original, yet nobody translates back to see whether “trimmed” became “sold out”. Nobody proves every decimal comma or catches transposed digits in a performance scenario. The past-performance warning drifts into paraphrase in a language no one on the compliance team reads, a one-sentence English edit costs another agency round, and when a regulator asks, there is no record of which approved wording went out, or who changed what and why.

typical€5millionPRIIPs requires each EU country's maximum fine for a firm to be at least this, or 3% of annual turnover
typical3pagesthe most a KID may run to, as sides of A4, in every language it is translated into
demoBD 14when the last language went out in June with agency rounds, on the sample data
Where a monthly cycle's business days go, after the English is signed offestimated
By hand11 days
With the solution2 days
  • Exporting files and batching them to agencies by language1 → 0.1 d
  • Waiting for each agency round4 → 0.3 d
  • Re-sending late English edits for another round1.5 → 0.1 d
  • In-country review by PDF and email2.5 → 1 d
  • Compliance spot-checks of regulated phrases1 → 0.3 d
  • Publishing to the website and distributor feeds, and archiving1 → 0.2 d

Estimated split for a monthly factsheet, KID and commentary cycle at a manager with about 60 cross-border funds, with agency rounds and with the solution.

How it works

How an English document reaches every market

Seven agents translate only what changed, hold each market's regulated phrases, translate back to check meaning and prove every figure; an in-country reviewer approves and Compliance releases.

What comes in
English in135 a month · factsheets, KIDs, commentary, notices
Agents at work
Coordinator agentmarkets owed · reviewers
Intake agentwhat changed
Then
Translation agentevery market
Then
Terminology agentlocked phrases
Back-translation agentmeaning drift
Then
Numbers agentlocal format
Layout agentfits the page
A person decides
In-country reviewerapproves · Compliance releases
What comes out
Every market version, cited
Regulated phrases word for word
Published with an evidence pack
One case, step by step

One factsheet, from English to fourteen markets

It is Wednesday, October 7, business day 5 of the September cycle at Quillfield Capital. The European Sustainable Leaders Fund factsheet, Class A EUR Acc, ISIN LU2614309872, owes 14 market versions by Thursday, 17:00 London. Here is how the agents and the people work through it, screen by screen, in the working solution.

  1. 0107:58, the morning brief

    The cycle in four numbers, and the agents already talking

    Hannah Okoro · Localization Manager

    Hannah's Today screen shows 1,284 language versions this cycle, 1,031 published, 168 with reviewers and 24 that need a person. On the left is a conversation with the agents. The Coordinator agent says German, Polish and Greek are at risk of tomorrow's deadline. The Back-translation agent says German paragraph 12 has the fund selling out of semiconductors when the English says trimmed. Messages carry buttons to act on them: open the German factsheet, or route the six Greek versions to the overflow agency while the Greek reviewer is on leave.

    Coordinator agent: “I settled 15 of yesterday’s exceptions with the rules you approved; 24 need a person.”

  2. 0227 minutes, 8 steps

    Plan, change detection, draft and four checks, each shown with its sources

    The seven agents

    The Coordinator agent read the fund registration system: FS-0917 owes 14 market versions. The Intake agent compared the English with the approved August version and found 4 changed paragraphs, so only those were translated and 140 approved paragraphs were reused untouched. Then the Terminology agent checked 128 locked phrases, the Back-translation agent translated 196 paragraphs back on a different model, the Numbers agent checked 434 figures against the performance system and the Layout agent rendered 28 pages. Each step shows its confidence and what it read.

    Limits the agents keep: “Never approve or release; people do.”

  3. 03Paragraph 12

    „Aufgelöst“ reads back as “closed out”, so it goes to Lena

    Back-translation agent

    In the parallel translation view the English sits on the left and German (Germany) on the right, paragraph by paragraph, with one tab per market. Under every translated paragraph is its back-translation into English and a drift score. The draft says the position was „aufgelöst“, which reads back as “closed out”: drift 0.62 against a threshold of 0.25, though the Translation agent was 91% confident. The agent proposes „reduziert“, citing the approved August factsheet and glossary entry G-DE-214.

    “The English says the fund trimmed its semiconductor position … the fund did not sell out.”

  4. 04One click on a lock

    The past-performance warning, word for word

    Terminology agent

    Regulated phrases show as locked chips inside the text. The German past-performance statement is T-DE-001, Compliance's approved wording v3: „Die Wertentwicklung in der Vergangenheit ist kein verlässlicher Indikator für künftige Ergebnisse.“ Its source is ESMA's guidelines on marketing communications, ESMA34-45-1272 ¶47, and MiFID II Delegated Regulation 2017/565 Art. 44(4)(e), and it is used in 187 versions this cycle. The registered fund name and ISIN are locked the same way.

    “Nobody edits it in place, people or agents: a change goes through a proposal and Compliance approval (two people).”

  5. 05Paragraph 7

    12.4% must read 12,4 % in Germany

    Numbers agent

    Lena Vogt, the in-country reviewer for the German markets in Basel, accepts the „reduziert“ fix with a reason code. That leaves one thing. The caption reads „12.4%“, but in Germany it must read „12,4 %“, with a decimal comma and a space before the percent sign. The value itself matches the performance system's record, 12.4, signed October 5. In German (Switzerland) the same figure correctly reads 12.4 %.

    Numbers agent limit: never changes a figure silently, and a mismatch always blocks release.

  6. 06Every finding settled

    She approves German (Germany), as the checker

    Lena Vogt · In-country reviewer

    Approve German (Germany) stays disabled until every finding is settled. Lena picks the reason, “All findings settled; reviewed in full”, and approves. The version goes to Marketing Compliance for release, and the approval, with her reason, goes on the record.

    “You are the language checker for this version. Marketing Compliance releases it after you; you cannot release it yourself.”

  7. 07One instruction

    The same fix for Austria and Switzerland, shown before it is applied

    Lena Vogt and the Translation agent

    Austria and Switzerland have the same paragraph 12. The agent offers to apply „reduziert“ there too and shows both versions first: back-translation drift after the change is 0.04, the figures are unchanged, and the Swiss number format is kept (12.4 %). Lena applies it to both, and both versions are then ready for her approval.

    “Nothing changes until you confirm.”

  8. 08Where agents disagree

    Both readings, not an average

    Translation and Terminology agents

    On the German KID of the Global High Yield Bond Fund, the Translation agent keeps „Swing Pricing“ as the market uses the English term (88% confident). The Terminology agent proposes „Swing-Pricing-Verfahren“, the wording in the German prospectus §14. Both read back as “swing pricing”. The exceptions screen shows each agent's reading with its sources and asks the German reviewer which term the KID should use, and that decision can become a glossary rule once Compliance approves it.

  9. 09Transposed digits

    “9 421 €” against €9,412: a figure that cannot be kept

    Numbers agent

    On the same fund's KID in French (Belgium), the moderate scenario after one year reads “9 421 €”. The English and the KID data of record say €9,412. The format is right, but the digits are transposed: the Translation agent drafted from memory of the August KID. Asked why it flagged it, the agent answers with both readings and their sources. The figure can be corrected or sent back to Product Governance, but it cannot be kept.

    “We did not pick one quietly.”

  10. 10The second person

    Compliance releases what the reviewers approved

    Claire Donnelly · Marketing Compliance Reviewer

    In Sign-off, Claire sees each document's approved versions with an evidence pack: the texts, every finding with its decision and reason, the figures checked and the locked phrases held. She releases six European Sustainable Leaders versions approved by five in-country reviewers to the content library, the fund website for each country and the distributor data feed, with a reason code. The other markets follow as their reviewers approve.

    “You are the second person on every version: in-country reviewers approved the language; you release.”

Who it’s for

Built for everyone who signs a language version.

The same factsheet, seen by five of the people who carry it, from the English to fourteen markets. What month-end looked like, and what it looks like now.

HO
Hannah OkoroLocalization Manager, Client Reporting · London
Localization Manager
Before
“I spend month-end chasing reviewers in fifteen cities, and I still can't prove which wording went out.”
Now
Starts the day with the agents' brief and five items that need her, each with one action, and routes around a reviewer on leave in one confirmation.
LV
Lena VogtIn-country reviewer, German markets (Germany, Austria, Switzerland) · Basel
In-country reviewer
Before
Reviews 38 German versions between client calls, reading the whole PDF to find what changed.
Now
“Show me only what the machine was unsure of, and show me why.” She decides two findings, approves, and applies her fix to Austria and Switzerland.
CD
Claire DonnellyMarketing Compliance Reviewer, EMEA · London
Marketing Compliance Reviewer
Before
“If a regulated phrase is paraphrased in Polish, it is my name on the breach.”
Now
Owns the locked-wording library, and releases each document as the second person, with an evidence pack showing every locked phrase held and every figure checked.
RM
Ravi MenonProduct Marketing Manager, European Equities · London
Product Marketing Manager
Before
“I changed one sentence. Why does that cost another agency round?”
Now
His late edit to the Global Equity Income outlook reopened 1 paragraph in 12 language versions. Nothing else moved, and he can see when each language will be out.
GL
Grace LiangInternal Audit (read only) · New York
Internal Audit
Before
“Give me who approved what, when, why, and the exact text.”
Now
Filters every action by people and agents, opens each entry's evidence and exports a pack for a regulator or auditor.
Built on the engine

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

Seven agents translate only what changed, hold each market's regulated phrases, translate back to check meaning and prove every figure; an in-country reviewer approves and Compliance releases.

Coordinator agent

Plans each cycle from the fund registration system, decides which languages each document owes, routes each version to its reviewer by market and time zone, watches the deadline, reopens only the changed paragraphs after a late English edit and assembles the release pack.

  • Never approves or releases
  • Reassigns only within the reviewer roster
Intake agent

Picks up English sources from the content library, the factsheet and KID production systems and document management, identifies fund and share class, finds the paragraphs that changed since the last approved version, and reads scans.

  • Sets aside scans below 0.85 read confidence rather than guess
  • Flags duplicates instead of merging them
Translation agent

Drafts each market version paragraph by paragraph from the translation memory of approved translations and the market's style guide, in the formal register (Sie, vous, Lei, usted).

  • Never rewords a locked phrase or translates a registered fund name
  • Never publishes
Terminology agent

Runs terminology management for every market: holds the locked regulatory phrases to Compliance's approved wording, applies the glossary, blocks paraphrase and proposes missing entries with their source, such as the first Czech past-performance phrase.

  • Cannot approve a new or changed locked phrase; Compliance does
Back-translation agent

Translates every paragraph back into English on a different model family from the Translation agent, scores meaning drift and explains it in plain words.

  • Never edits the translation; it flags and proposes
  • Drift above 0.25 goes to the reviewer
Numbers agent

Proves every figure, date, currency, ISIN and percentage equals the source and the fund data of record, in the market's number format, and that figures match the KID.

  • Never changes a figure silently
  • A mismatch always blocks release
Layout agent

Renders each version in its template, checking the KID stays within 3 pages and the factsheet within 2, and proposes shorter approved wording when text overflows.

  • Never cuts regulated text or changes figures to fit
In-country reviewer

Approves; Compliance releases. The agents propose; a named person decides.

Ask in plain words

Ask the agents, in plain words

Every screen has the agents' conversation: ask about any fund document, language or reviewer, or tell them what to do. They answer with sources and show you before they act.

Which language versions could miss tomorrow's deadline?

Three reviewers are at risk for Thursday 17:00 London. German: Lena Vogt has 38 to review and 4 to decide; at her pace she finishes Thursday 19:00. Polish: Joanna Wiśniewska, 9 plus 3 with findings, in a workshop until 14:00. Greek: Eleni Pappas is on leave; 6 due. Moving 12 German KIDs to Friday (KIDs are due Friday) and routing Greek to the agency keeps the cycle on time.

Was any past-performance warning changed this cycle?

No. Every published version that carries a past-performance statement uses its market's approved wording, word for word: 0 of 9,368 locked phrases altered this cycle. For German that is T-DE-001 v3. One market has none yet: Czech, waiting for Compliance.

Why reduziert?

“Trimmed” means a partial sale. „Aufgelöst“ means the position was closed; translated back it reads “closed out” (drift 0.62). „Reduziert“ is the approved rendering in the August German factsheet and glossary entry G-DE-214; back-translation drift with it: 0.04.

Route the Greek versions to the agency reviewer

Katerina Stavrou at Lexio Partners reviewed 31 Greek versions for us in August with none returned. I prepared the routing: she gets access to the six documents only, until Monday, and Compliance still releases them. Confirm it in the dialog.

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 document translation cycle in four numbers, the agents' morning brief as a conversation with actions, and the five items that need the Localization Manager.
Parallel translationEnglish and German (Germany) paragraph by paragraph, a tab per market, the back-translation and drift score under each paragraph, and the meaning-drift finding with its proposed fix.
A locked regulatory phraseThe German past-performance warning in Compliance's approved wording, with its source in the ESMA marketing communications guidelines and MiFID II, its version and where it is used.
Every figure, in the local formatThe Numbers agent's finding on the 1-year return: 12.4% must read 12,4 % in Germany, checked against the performance system's record.
The reviewer approvesThe in-country reviewer approves the German version with a reason code, once every finding is settled; Marketing Compliance releases it after her.
One fix, two more marketsThe same correction prepared for Austria and Switzerland, with drift after the change and the Swiss number format kept, applied only when the reviewer confirms.
The agents at workEight steps on one factsheet: the plan from the registrations, the changed paragraphs, the draft, locked phrases, back translation, figures and pages, and the hand-off to people.
Where agents disagreeExceptions by type, and on a German KID each agent's reading of “swing pricing” with its source, for a person to decide and, with Compliance, turn into a glossary rule.
A transposed figureA KID performance scenario of “9 421 €” against €9,412 in the data of record, and the agents' answer to “Why did you flag this?”, with both readings and their sources.
Reviewers and deadlinesFifteen in-country reviewers and the overflow agency by market and time zone, what each is waiting on, the clock to the deadline, and the Coordinator agent's plan to stay on time.
Release by ComplianceApproved language versions waiting for Marketing Compliance, released as the second person to the content library, the fund website and the distributor data feed.
Audit trailEvery action by people and agents with who, what, when, why and the evidence, kept 7 years and exportable as a pack for regulators and auditors.
Thresholds and rulesMeaning drift and confidence thresholds, what always blocks release, and the translation rules for fund names, identifiers, register and bulk approval.
Governance

Built for fund documentation risk: cited, approved twice, on the record.

Every paragraph pinned to its sourceEach translated paragraph is aligned to its English paragraph, each figure to the fund data of record and each locked phrase to its rule and version. Every finding cites what it was checked against.
Maker-checker on every languageAgents draft; the in-country reviewer for that market approves; Marketing Compliance releases as a second, different person. The approver of a language can never release it, and a Localization Manager who edits a translation cannot approve it.
Regulated wording changes only with two peopleLocked phrases such as the past-performance and currency warnings, the KID title and the SFDR Article 8 wording are never reworded by an agent. A change is proposed with its source and approved by Compliance, never by the proposer.
What always blocks releaseA figure that differs from the source or the data of record, a locked phrase that differs from its approved wording, text that overflows the template and a translated fund name or identifier all block release. A wrong figure can be corrected or sent back, never kept.
Agents and models under controlEach agent's instructions and model are versioned and evaluated on golden paragraphs in all 15 languages before going live. The Back-translation agent always runs on a different model family from the Translation agent, and any change needs the administrator and Compliance.
One audit trail, kept seven yearsEvery action by people and agents is recorded: who, what, when, why and the evidence. The trail cannot be changed, is kept 7 years and exports as a pack for a regulator or auditor. EU fund documents are processed and stored in the EU region.
Configuration

Your thresholds and your wording, not ours

What goes to a person, what always blocks release and how each market is written are settings. Changes are versioned, and sensitive ones, such as a threshold, need a second approver.

SettingDefaultChoose from
Meaning drift that needs a person0.25Any value from 0 to 1; Compliance approves the change
Translation confidence that needs a person0.85Any value from 0 to 1; Compliance approves the change
Scanned-text read confidence0.85Any value from 0 to 1; below it, the Intake agent sets the file aside
Always block releaseFigure mismatch · altered locked phrase · page overflow · translated fund name or identifierAlways on
RegisterFormal in every marketSie · vous · Lei · usted · u · Vy
Bulk approvalFactsheet versions with all text reused and no findingsPolicy BA-1
Turnaround per languageFactsheet 1 business day · KID 2 · notice 3 · annual report 5Reminders at 50% and 80% of the clock; escalation at 100%
Data residencyEU documents in the EU region · UK in the UK · Hong Kong in AsiaProcessed and stored by region; nothing used to train models
Connections

Works with the systems your fund documents already live in

Content library and document managementEnglish sources in, including notices and prospectus supplements; released language versions out
Factsheet and KID production systemsEnglish factsheets and KID texts, with their data (XLIFF)
Fund data of recordthe performance system and fund master: figures, ISINs, share classes
Fund registration systemwhich fund is sold in which market, and so which languages it owes
Translation memory and glossaryapproved translations in and out as TMX or XLIFF; locked phrases by market
Fund website and distributor data feedreleased versions published per country, with an evidence pack
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
0
language versions released with a regulated phrase reworded
1,031 of 1,031 published
each locked phrase as approved
target
BD 6
every language out on business day 6, not day 14
Agency roundsBD 14
With agentsBD 6
estimated
≈60%
less agency translation spend, about $1.7 million a year
Agencies$2.9M a year
With agents$1.2M a year

“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 (PRIIPs Regulation (EU) No 1286/2014: Art. 6(4) on the KID's three sides of A4, Art. 7 on language and faithful translation, Art. 24 on maximum administrative fines for a firm of at least €5 million, or up to 3% of annual turnover; ESMA34-45-1272 ¶47–48 on the past-performance and currency warnings). People, funds, firms, ISINs and figures named on this page are fictional: characters and sample data in the working solution.

Questions

What client reporting and distribution teams ask about fund document translation.

What is fund document translation?

Fund document translation is the regulatory translation of a fund's KID, factsheet, commentary, reports and shareholder notices into the language of every market where the fund is sold, with each market's regulated wording and number format. Fund Document Translation adds seven agents that translate only what changed, hold each regulated phrase word for word, translate every paragraph back into English to check meaning and prove every figure. A reviewer in each market approves, and Marketing Compliance releases.

Does a PRIIPs KID have to be in the language of every country where the fund is sold?

Since January 1, 2023, a UCITS KID follows the PRIIPs Regulation, which replaced the old KIID: it is written in an official language of each country where the fund is distributed, or one its regulator accepts, and a translation must faithfully reflect the original. The Coordinator agent reads your fund registration system to decide which languages each document owes. For the European Sustainable Leaders Fund in the working solution, 12 countries give 14 market versions, because Switzerland takes German and French, and Belgium French and Dutch.

What is back translation, and how does it check a factsheet or KID?

Back translation turns the translated text back into English so a reviewer can see whether the meaning moved. Here the Back-translation agent does it for every paragraph, on a different model family from the one that translated it, and scores the drift. Above 0.25 the paragraph goes to the reviewer: in the working solution, „aufgelöst“ read back as “closed out” where the English said trimmed.

How are regulated phrases like the past-performance warning kept word for word?

Each market's regulated phrases, such as the past-performance and currency warnings from ESMA's marketing communications guidelines, the KID title, the marketing communication statement and the SFDR Article 8 wording, are locked to Compliance's approved wording, with the rule they come from and a version. The Terminology agent holds them in every draft and blocks paraphrase. A change is proposed with its source and approved by Compliance, never by the person who proposed it.

How are figures checked in each market's number format?

The Numbers agent proves every figure, date, currency, ISIN and percentage against the English and the fund data of record, then checks it is written the way the market writes it: 12,4 % in Germany, 12.4 % in Switzerland. It also catches figures that look right but are wrong, such as transposed digits in a KID performance scenario. A mismatch always blocks release.

Does the AI approve or publish the translations?

No. The agents draft, check, flag and propose; they never approve or release. The in-country reviewer for each market decides every finding with a reason code and approves the language, and Marketing Compliance releases it as a second, different person. When two agents disagree, both readings go to a person with their sources.

How is it different from financial translation software or a translation agency?

Financial translation software and agencies treat financial document translation as files in and files out. Here the agents also check each other and show it: every paragraph is translated back with its drift score, every figure is proven against the fund data of record, locked phrases are held by market, and disagreements go to a person with both readings. It starts from your translation memory and glossary (TMX or XLIFF), translates only the paragraphs that changed, and every decision carries its reason in 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 fund registrations, approved translations, locked wording and a sample of past factsheets and KIDs. It goes live once every quality gate has passed. We will walk you through it on your own documents first.

See it on
your fund documents.

We'll run Fund Document Translation on a sample of your own factsheets, KIDs and commentary, in the languages you sell in.