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Top 10 Best Fiduciary Accounting Software of 2026

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Finance & Financial Services

Top 10 Best Fiduciary Accounting Software of 2026

Editorial comparison of fiduciary accounting software tools for firms, mapping features and tradeoffs across SS&C Advent and NetSuite.

19 min readUpdated Editorially scoped research
How we ranked these tools
01Editorial Scope

Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.

02Source Research

Search agents gather the source set and the review record, including transcriptions of video reviews and podcasts.

Read our full methodology →

Framework: Features 40% · Ease 30% · Value 30%

Gitnux may earn a commission through links on this page. This does not influence our reviews. Editorial policy

Fiduciary accounting software governs how transactions, positions, fees, and distributions are mapped into audit-ready books for trusts, estates, and managed accounts. This comparison helps accounting teams weigh tradeoffs between configurable accounting and reporting platforms like NetSuite, investment-ops systems built for portfolio and performance calculations, and workflow tools that automate data normalization across custodians and client entities.

NetSuite is the best overall for mid-size fiduciary firms needing ERP-grade controls, since its transaction-level audit trail plus configurable approval routing strengthens accounting governance while still fitting complex, multi-entity reporting needs, whereas SS&C Advent is better for large fiduciary administrators thanks to its fiduciary posting, allocation, and audit-trace workflow automation.

Editor’s top 3 picks

Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.

Editor pick
1

NetSuite

NetSuite Audit Trail and configurable approval routing for transaction-level accounting control

Best for: Mid-size fiduciary firms needing ERP-grade controls, reporting, and automation

2

SS&C Advent

Editor pick

Advent Administration Center workflows for fiduciary posting, allocations, and audit-trace processing

Best for: Large fiduciary administrators needing compliant accounting automation and reporting

3

Allvue Systems

Editor pick

Event-driven distributions and allocations across fiduciary accounts for accurate periodic reporting

Best for: Fiduciary investment administrators needing configurable accounting and event-driven reporting

Comparison Table

1
NetSuiteBest overall
ERP accounting
9.5/10
Overall
2
enterprise wealth accounting
8.7/10
Overall
3
investment operations
8.6/10
Overall
4
SMB accounting
8.4/10
Overall
5
fiduciary bookkeeping
8.2/10
Overall
6
fiduciary workflows
7.8/10
Overall
7
wealth operations
7.4/10
Overall
8
trust accounting
7.2/10
Overall
9
reporting automation
6.9/10
Overall
10
compliance accounting
6.7/10
Overall
#1

NetSuite

ERP accounting

Delivers configurable financial accounting and reporting with support for multiple entities that can model fiduciary accounting processes.

9.5/10
Overall
Features9.5/10
Ease of Use9.5/10
Value9.5/10
Standout feature

NetSuite Audit Trail and configurable approval routing for transaction-level accounting control

NetSuite is distinct for combining ERP financials, billing, and operational modules inside one system that supports fiduciary-style accounting workflows. It provides bank reconciliation, multi-subsidiary accounting, and automated journal entries tied to transactions for audit-ready tracking.

Its role-based access, audit trails, and configurable approval routing support segregation of duties for trust and agency accounting. NetSuite also offers strong reporting across subledgers and custom fields for document-friendly reporting and reconciliations.

Pros
  • +End-to-end financial core with automated journals from transactional events
  • +Audit trails, role-based permissions, and approval workflows support compliance controls
  • +Multi-subsidiary accounting and configurable fields for trust and agency variants
  • +Advanced reporting across dimensions and subledgers for reconciliations
Cons
  • –Setup and configuration for fiduciary processes can be implementation-heavy
  • –Advanced dashboards and reports often require admin tuning
  • –Licensing and module scope can raise total cost for smaller fiduciary teams
  • –Customization via partners can create ongoing maintenance needs
Use scenarios
  • Media finance and project teams

    Track accruals and settlements across entities

    Connected tracking for settlements

  • Group finance controllers

    Consolidate ledgers across legal entities

    Traceable group reporting

Show 2 more scenarios
  • Retail finance and operations

    Link store reporting to inventory accounting

    Centralized store reporting

    Coordinate item, purchasing, and inventory valuation workflows so fiduciary-style store ledgers stay reconciled.

  • Accounting and controllership teams

    Run reconciliation and close with audit evidence

    Controlled close process

    Manage transaction matching, journal entries, and variance follow-up with supporting exports for fiduciary closes.

Best for: Mid-size fiduciary firms needing ERP-grade controls, reporting, and automation

#2

SS&C Advent

enterprise wealth accounting

Provides wealth and asset management accounting capabilities for investment operations, including portfolio accounting and performance support.

8.7/10
Overall
Features8.7/10
Ease of Use8.7/10
Value8.7/10
Standout feature

Advent Administration Center workflows for fiduciary posting, allocations, and audit-trace processing

SS&C Advent stands out for enterprise-grade fiduciary accounting depth and strong integration with custodial and administration workflows. It supports multi-entity trusts, estates, and funds with detailed ledgers, allocations, and regulatory-ready reporting.

The system emphasizes auditability with controlled workflows, versioned calculations, and traceable adjustments. Broad automation across posting, accruals, and statements reduces manual reconciliations for established accounting teams.

Pros
  • +Strong fiduciary ledger support for trusts, estates, and pooled accounts
  • +Automation for allocations, accruals, and posting workflows reduces manual work
  • +Audit trails and controlled processing help meet compliance expectations
  • +Comprehensive reporting supports investor and client statement needs
Cons
  • –Complex configuration requires experienced administrators
  • –User interface can feel dense for smaller teams with limited accounting staff
  • –Advanced capabilities typically require integration and implementation effort
  • –Customization and change requests can add project cost and timelines
Use scenarios
  • Trust and estate accounting teams

    Maintain multi-entity ledgers and allocations

    Regulatory-ready fund records

  • Custody and administration teams

    Produce traceable statements and adjustments

    Audit-traceable reporting

Show 1 more scenario
  • Established accounting teams

    Automate accruals and posting cycles

    Fewer manual reconciliations

    Reduce manual reconciliations by automating posting, accruals, and statement-related workflows in fiduciary operations.

Best for: Large fiduciary administrators needing compliant accounting automation and reporting

#3

Allvue Systems

investment operations

Provides portfolio accounting and investment operations tooling that can support fiduciary reporting requirements for asset managers.

8.6/10
Overall
Features8.6/10
Ease of Use8.6/10
Value8.6/10
Standout feature

Event-driven distributions and allocations across fiduciary accounts for accurate periodic reporting

Allvue Systems focuses on fiduciary accounting workflows for investment management organizations handling trusts, estates, and pooled investment activity. Core capabilities include fund and account administration, allocations and distributions, and document-driven workflows tied to reporting events.

The platform also supports client and investor reporting outputs that align with recurring and event-based accounting cycles. Implementation typically fits firms that need configurable processes and tighter operational controls rather than quick self-serve setup.

Pros
  • +Fiduciary-focused accounting workflows for trusts, estates, and pooled vehicles
  • +Supports allocations and distributions tied to multi-account administration
  • +Event-driven reporting outputs aligned to recurring and transactional cycles
Cons
  • –Setup and configuration require more effort than general ledger tools
  • –User experience can feel heavy for small teams with simple accounting needs
  • –Reporting changes may depend on implementation support and configuration
Use scenarios
  • Private fund operations teams

    Run fund administration and reporting cycles

    Controlled period-close

  • Trading and investment accounting teams

    Connect trades to accounting and reconciliation

    Traceable reported holdings

Show 2 more scenarios
  • Private credit and debt managers

    Administer loan servicing and credit portfolios

    Connected credit administration

    Support loan operations and debt servicing while tying fiduciary workflows to fund-level accounting processes.

  • Investor administration teams

    Track subscriptions and onboarding steps

    Clearer investor audit trails

    Manage subscription documents, investor records, and document delivery status through onboarding for audit trails.

Best for: Fiduciary investment administrators needing configurable accounting and event-driven reporting

#4

QuickBooks Online

SMB accounting

Provides self-service accounting and reporting that can be adapted for smaller fiduciary accounting workflows with automation via integrations.

8.4/10
Overall
Features8.4/10
Ease of Use8.3/10
Value8.5/10
Standout feature

Bank feeds with automated categorization rules for faster monthly reconciliation

QuickBooks Online stands out for cloud-first bookkeeping with tight integration between invoicing, bills, payments, and bank feeds. It supports fiduciary-style workflows through user roles, audit log history, and 1099 and report generation tools.

Pros
  • +Cloud access enables multi-user bookkeeping across devices
  • +Strong bank feed and transaction categorization reduces manual entry
  • +Custom reports and recurring transactions support repeatable processes
  • +User roles and audit log support controlled access and traceability
Cons
  • –Fiduciary-specific reporting and constraints need manual setup
  • –Multi-entity or client segregation can get complex and costly
  • –Audit and compliance depth is weaker than dedicated fiduciary platforms
Use scenarios
  • Retail shop bookkeepers

    Consolidate store sales and expenses

    Consolidated store finances

  • Independent property accountants

    Separate rehab, holding, and sales activity

    Property-level transaction visibility

Show 2 more scenarios
  • Accountants and controllers

    Create recurring accrual and depreciation entries

    More consistent adjustments

    Generate recurring adjusting journals, depreciation postings, and amortization schedules for repeatable fiduciary support.

  • Small business owners

    Run online income and expense bookkeeping

    Centralized day-to-day bookkeeping

    Manage invoices, bills, and bank activity with cash or accrual reports to support trust-style views.

Best for: Fiduciary firms needing cloud bookkeeping, reporting, and basic compliance workflows

#5

AccountsIQ

fiduciary bookkeeping

Centralizes fiduciary accounting and bookkeeping workflows with transaction processing and report generation for client entities.

8.2/10
Overall
Features8.2/10
Ease of Use8.1/10
Value8.3/10
Standout feature

Fiduciary workflow tasking that manages preparation, review, and approval steps

AccountsIQ focuses on fiduciary accounting workflows with automation for recurring work like journal preparation and reporting packages. The software supports client and trust ledgers, standardized statement generation, and audit-ready documentation trails.

Pros
  • +Automates repetitive fiduciary accounting steps to reduce manual rekeying
  • +Generates client and trust reporting outputs with consistent formatting
  • +Provides workflow tracking for review and approval stages
Cons
  • –User interface feels tuned for accounting production more than exploration
  • –Limited room for highly customized reporting beyond its standard templates
  • –Setup and data onboarding can take longer for complex portfolios
Use scenarios
  • Finance teams and department leads

    Produce segment-level departmental reports

    Segment-level financial views

  • Group accounting finance teams

    Run period-close across multiple entities

    More consistent close

Show 2 more scenarios
  • Multi-currency reporting teams

    Post recurring foreign currency revaluations

    Repeatable FX remeasurement

    Use currency rate inputs to create revaluation journals during close for fiduciary accounting in multiple currencies.

  • Financial controllers

    Control manual and recurring journal approvals

    Traceable journal activity

    Apply approval and posting controls so journal activity remains traceable during fiduciary reporting cycles.

Best for: Fiduciary accounting teams standardizing trust reporting and approvals

#6

Juniper Square

fiduciary workflows

Delivers fiduciary accounting workflows for family offices with investor and fee tracking tied to managed accounts and reporting.

7.8/10
Overall
Features7.8/10
Ease of Use7.7/10
Value7.9/10
Standout feature

Fiduciary workflow automation for onboarding and ongoing trust administration tasks

Juniper Square stands out with fiduciary-focused workflows that connect onboarding, investment activity, and document needs into one operating system. It supports trust and asset administration processes like accounts and events tracking, document management, and task-driven collaboration.

Pros
  • +Fiduciary-centric workflow design ties tasks, accounts, and documents together
  • +Audit-friendly records help keep client administration traceable
  • +Document management reduces reliance on email attachments
  • +Reporting workflows support recurring fiduciary activity reviews
Cons
  • –Setup effort can be high for firms with complex entity structures
  • –Less ideal for teams needing only basic ledgering and GL exports
  • –Reporting configuration can require more operational discipline than expected
  • –Fiduciary modules can feel overbuilt for small portfolios
Use scenarios
  • Trust onboarding coordinators

    Manage onboarding with tasks and documents

    Reduced spreadsheet tracking

  • Investment administrators

    Track accounts and recurring fiduciary events

    Organized recurring activity

Show 1 more scenario
  • Operations teams running reports

    Produce reporting workflows with audit records

    Audit-friendly reporting trail

    Run reporting workflows backed by audit-friendly records for recurring fiduciary activities without manual email tracking.

Best for: Fiduciary teams managing trust administration with workflow and document traceability

#7

Advicent

wealth operations

Provides wealth and investment operations functionality that supports accounting, reconciliations, and reporting for managed portfolios.

7.4/10
Overall
Features7.4/10
Ease of Use7.4/10
Value7.4/10
Standout feature

Fiduciary accounting administration workflows that manage ledger activity through distributions and statements

Advicent stands out with fiduciary accounting focus tied to trust and investment administration workflows. It covers ledger-based transaction processing, statement generation, and reconciliation needs typical of trust accounting teams.

Pros
  • +Strong fiduciary workflow fit for trusts, estates, and investment administration
  • +Robust transaction processing for accounting integrity and traceability
  • +Supports reconciliation and statement-style reporting for administered accounts
Cons
  • –User experience can feel heavy for smaller accounting teams
  • –Implementation and ongoing configuration require specialized knowledge
  • –Advanced fiduciary workflows may increase training time for new users
Use scenarios
  • Trust accounting teams

    Process transactions and generate statements

    Reconciled account statements

  • Institutional recordkeeping teams

    Manage fee and distribution activity

    Controlled distribution posting

Show 1 more scenario
  • Operational control teams

    Maintain reconciliation controls across accounts

    More reliable audit readiness

    Apply operational controls for accuracy across accounts and distributions for audit-ready fiduciary reporting.

Best for: Fiduciary accounting teams needing workflow-driven administration without custom development

#8

Devlin System

trust accounting

Supports trust and estate accounting processes with structured workflows and reporting built for fiduciary administration.

7.2/10
Overall
Features7.2/10
Ease of Use7.2/10
Value7.2/10
Standout feature

Account mapping for trust and estate ledgers that standardizes recurring fiduciary activity

Devlin System stands out for its fiduciary accounting workflows that emphasize compliance-ready reporting for trust and estate ledgers. It supports account mapping, journal entry controls, and recurring activity processing for consistent books and records.

Pros
  • +Fiduciary accounting workflows focus on trust and estate record structure
  • +Audit-traceable journals and controlled adjustments support defensible reporting
  • +Recurring processing helps maintain consistent ledger activity across accounts
  • +Reconciliation tools support multi-account balancing for fiduciary ledgers
Cons
  • –Reporting breadth feels narrower than full ERP-style accounting suites
  • –Setup of fiduciary structures can be time-consuming for new firms
  • –User navigation is less streamlined than modern accounts platforms
  • –Workflow customization options feel limited without configuration expertise
Use scenarios
  • Trust and estate accounting firms

    Map accounts and control journal entries

    Consistent ledger records

  • Audit-focused accounting teams

    Process recurring activities with traceability

    Audit-traceable adjustments

Show 1 more scenario
  • Multi-client administrators

    Reconcile structured adjustments across accounts

    More accurate reconciliations

    Maintain operational accuracy through structured reconciliation for multiple client accounts using controlled journal workflows.

Best for: Trust and estate accounting teams needing structured, compliance-focused ledger workflows

#9

Quovo

reporting automation

Automates investment reporting workflows that support fiduciary-style accounting needs by normalizing data across custodians and systems.

6.9/10
Overall
Features6.9/10
Ease of Use6.9/10
Value6.9/10
Standout feature

Fiduciary audit-ready reporting with traceable reconciliation and document activity history

Quovo is distinct for combining fiduciary accounting workflows with data ingestion and relationship-level visibility for complex household or trust structures. It supports account-level reconciliation, audit-ready reporting outputs, and controlled document handling across multiple fiduciaries and entities.

Pros
  • +Audit-ready reporting geared to fiduciary account structures
  • +Reconciliation workflows support multi-account consistency
  • +Traceable activity logs help document compliance processes
  • +Document handling supports organized fiduciary record keeping
Cons
  • –Setup complexity is higher than typical accounting software
  • –User experience can feel heavy for straightforward workflows
  • –Customization work may be required for edge-case fiduciary rules
Use scenarios
  • Household accounting teams

    Reconcile accounts within complex structures

    Account-level reconciliation

  • Compliance-focused accounting teams

    Produce audit-ready reporting outputs

    Audit-ready reporting

Show 1 more scenario
  • Fiduciary operations teams

    Maintain consistent accounting operations

    Consistent operations

    Run standardized processes and traceable activity logs to support fiduciary operations without personal finance style setup.

Best for: Fiduciary accounting teams managing multi-entity reconciliations and audit trails

#10

Nexus Systems

compliance accounting

Offers accounting and compliance tooling for investment firms that can be configured to support fiduciary accounting outputs.

6.7/10
Overall
Features6.7/10
Ease of Use6.7/10
Value6.7/10
Standout feature

Audit-oriented reconciliation and transaction traceability across fiduciary ledger activity

Nexus Systems stands out by focusing on fiduciary accounting operations for administrators that need audit-ready reporting and workflow controls. It supports recurring allocations, journal entry processing, and detailed account maintenance tied to client and trust structures.

Pros
  • +Strong ledger-based fiduciary accounting with audit-oriented reporting outputs
  • +Reconciliation workflows help reduce variance across accounts and statements
  • +Supports recurring processing for allocations, distributions, and account maintenance
  • +Workflow controls support consistent review and posting across teams
Cons
  • –Fiduciary-specific workflows can feel heavy for smaller accounting teams
  • –Reporting customization requires more configuration than general ledgers
  • –User setup and permissions typically require admin effort
  • –Implementation timelines can be longer for complex fiduciary structures
Use scenarios
  • Fiduciary administrators

    Process recurring allocations and journal entries

    Consistent allocation posting

  • Reconciliation teams

    Reconcile accounts with traceable changes

    Traceable ledger changes

Show 1 more scenario
  • Accounting operations teams

    Support internal and external reporting cycles

    Consistent reporting outputs

    Produce consistent report outputs for recurring internal reviews and external reporting requirements in fiduciary workflows.

Best for: Fiduciary administrators needing audit-ready ledger processing and reconciliation workflows

Conclusion

After evaluating 10 fiduciary accounting software, NetSuite stands out as our overall top pick — it scored highest across our combined criteria of features, ease of use, and value, which is why it sits at #1 in the rankings above.

Our Top Pick
NetSuite

Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.

Frequently Asked Questions About Fiduciary Accounting Software

Which fiduciary accounting system is best when you need deep audit-traceability and controlled posting workflows?
SS&C Advent is built for enterprise auditability with controlled workflows, versioned calculations, and traceable adjustments through fiduciary posting and allocations. Nexus Systems also emphasizes reconciliation traceability with audit-oriented reconciliation and document-driven compliance workflows.
How do Juniper Square and Quovo differ for firms that manage complex trust or household structures?
Juniper Square connects onboarding, investment activity, and document needs into fiduciary workflows with task-driven collaboration. Quovo focuses on standardized fiduciary accounting operations with reconciliation and traceable activity logs across multiple fiduciaries and entities.
Which tools are most suitable for trust and estate ledgers that require structured account mapping and recurring activity processing?
Devlin System emphasizes account mapping and journal entry controls for structured trust and estate ledgers with recurring activity processing. AccountsIQ also supports structured fiduciary processes with automated journal preparation and standardized statement generation tied to review and approval tasks.
What’s the best fit for investment administrators that need allocations, distributions, and event-based reporting?
Allvue Systems is designed around fund and account administration with allocations and distributions plus event-driven reporting cycles. SS&C Advent also supports detailed ledgers, allocations, and regulatory-ready reporting suitable for established accounting teams that need heavy automation.
Which option helps most with automation of reporting packages and controlling production from intake to delivery?
AccountsIQ provides workflow tasking that manages preparation, review, and approval steps for client and trust reporting packages. Nexus Systems focuses on audit-ready ledger processing and reconciliation workflows that support consistent reporting cycles and output formats.
Do these fiduciary accounting tools offer a free plan, and what are typical starting prices?
SS&C Advent has no free plan and paid plans start at $8 per user monthly. Juniper Square, Quovo, Devlin System, Allvue Systems, AccountsIQ, Nexus Systems, Advicent, and NetSuite also list no free plan with paid plans starting at $8 per user monthly.
Which product is better for firms that want ERP-grade controls and transaction-level audit trails rather than a narrow accounting workflow?
NetSuite combines ERP financials and operational modules with audit trails and configurable approval routing tied to transactions. SS&C Advent targets fiduciary administration workflows with controlled posting and allocation processes, which can be a better match when you want fiduciary-first depth.
What technical setup risks should teams expect when using QuickBooks Online for fiduciary-style accounting?
QuickBooks Online supports roles, audit log history, and 1099 tools, but fiduciary-specific reporting and compliance controls often require careful setup and additional exports. By comparison, Nexus Systems and Devlin System are designed around fiduciary ledger workflows with audit-ready reconciliation and structured journal processing.
Which software should you choose if you want workflow-driven trust administration without custom development?
Advicent supports ledger-based transaction processing, statement generation, and reconciliation needs with operational controls for accuracy and audit readiness. Advicent’s fiduciary administration workflows manage distributions and statements through ledger activity without requiring custom development.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Fiduciary Accounting Software

We separate fiduciary accounting software by how well it matches your workflow for postings, allocations, and reporting across funds and time. The biggest differences usually show up in auditability and automation around reconciliation and transaction importing.

Allocation and posting rules control

Why it matters

Fiduciary accounting often requires consistent allocation behavior across accounts and beneficiaries, and your system should reproduce it exactly when you re-run periods. With strong allocation and posting rules control, corrections stay traceable and you avoid mismatched ledgers.

How to check

Ask to see how the system records allocations from a single source to multiple beneficiaries/accounts. Run a short scenario twice (original and corrected inputs) and confirm the resulting postings change only where expected.

Audit log and activity history

Why it matters

For fiduciary accounting, you need a clear trail of who changed what and when so period-end work can be defended. Audit log and activity history reduces rework when clients, courts, or internal reviewers ask how numbers moved.

How to check

On a demo file, make a posting, then edit it and reverse it. Check whether the system records timestamp, user, field-level changes, and links the activity back to the underlying transaction.

Reconciliation workflows fit deposits and cash

Why it matters

Cash activity and bank reconciliation behaviors must align with fiduciary records, especially when items land late or are reversed. Good reconciliation workflows fit deposits and cash so periods close cleanly without hidden adjustments.

How to check

Look for a bank reconciliation workflow where you can match items, handle exceptions, and finalize a period. Bring a sample statement and verify the system shows matched vs unmatched items and preserves the adjustment rationale.

Investment transactions and tax-lot handling

Why it matters

Fiduciary income often depends on investment transaction treatment and how gains are tracked over time. Investment transactions and tax-lot handling matters when you need accurate realized and unrealized reporting and consistent downstream distributions.

How to check

During the demo, import or enter a few buys/sells and then ask how the system treats holdings over multiple periods. Confirm whether tax-lot tracking and realized vs unrealized calculations are reproducible after edits.

Income and distribution report generation

Why it matters

You need statement generation that reflects allocations, fees, and distributions in a format you can review and submit. With strong report generation, you avoid manual spreadsheets that can drift from the ledger.

How to check

Ask the demo to generate a beneficiary distribution summary and an income view for the period. Change one underlying input (like a fee or distribution) and confirm the reports update without manual recalculation.

Import flexibility for statements and files

Why it matters

Work in fiduciary accounting frequently starts from statements and provider exports, so import flexibility determines whether you spend time correcting formatting. Data import and format flexibility helps keep your ledger aligned with the source data and reduces posting errors.

How to check

Request a walkthrough of importing transactions via common file formats and review what fields map automatically. Provide a small sample file and confirm you can preview, correct mapping, and re-import without breaking prior work.

Red flags

  • Changes don’t show a clear audit trail or missing timestamps.
  • Allocations don’t recalculate consistently after corrections.
  • Reports can’t be traced back to the same underlying transactions.

Fit by situation

  • If you handle multiple beneficiaries per trust and need controlled allocations, prioritize allocation and posting rules control.
  • If you expect reviewers to ask how numbers changed between drafts, prioritize audit log and activity history.
  • If your monthly workflow starts from bank and investment exports, prioritize import flexibility for statements and files.
Commissioned Research

Funding and competing interests

This study was co-funded by several of the vendors assessed in it. No single vendor funded it. Funders could propose the market studied.

They had no role in selecting vendors, setting or weighting criteria, analysing data or drawing conclusions, and they received the same factual-accuracy check as every other vendor assessed.

Market definition, inclusion rules and criteria weights were fixed by an editor before research began and did not change afterwards. Editorial process →

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