Commissioned Research
Top 10 Best Document Authentication Services of 2026

GITNUXSOFTWARE REVIEW

Cybersecurity Information Security

Top 10 Best Document Authentication Services of 2026

Editorial roundup comparing document authentication services, including KPMG, Deloitte, and Booz Allen Hamilton, for teams selecting document controls.

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

Agents extract product evidence with provenance, then collect written reviews and transcribe 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 rankings. Editorial policy

Document authentication services turn identity documents into decision-ready signals through document authenticity checks, OCR extraction, and workflow orchestration via API and SDK. This comparison helps analysts and technical operators weigh tradeoffs in throughput, integration depth, fraud controls, and audit log needs when selecting providers like Veriff for onboarding, account recovery, and KYC assurance.

KPMG is the best overall pick for enterprises needing defensible, litigation-ready document authentication because it pairs forensic document examination with chain-of-custody and evidence documentation, while Veriff fits businesses that want automated, configurable document checks for onboarding and fraud control.

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

KPMG

Forensic document examination paired with chain-of-custody and litigation support

Best for: Enterprises needing defensible authentication support for regulated or dispute contexts

2

Deloitte

Editor pick

Forensic document examination tied to evidence handling and chain-of-custody practices

Best for: Enterprises needing governed, forensically defensible document authentication and verification

3

Booz Allen Hamilton

Editor pick

Audit-ready evidence chain-of-custody workflow design for high-sensitivity documentation

Best for: Government and enterprise teams needing audit-ready authentication with security controls

Comparison Table

1
KPMGBest overall
enterprise_vendor
9.1/10
Overall
2
enterprise_vendor
8.7/10
Overall
3
enterprise_vendor
8.6/10
Overall
4
enterprise_vendor
8.3/10
Overall
5
enterprise_vendor
8.0/10
Overall
6
specialist
7.8/10
Overall
7
specialist
7.5/10
Overall
8
other
7.0/10
Overall
9
specialist
6.9/10
Overall
10
specialist
6.7/10
Overall
#1

KPMG

enterprise_vendor

Advises on identity assurance and fraud risk management programs including document authentication processes and operating controls.

9.1/10
Overall
Features9.1/10
Ease of Use9.2/10
Value9.0/10
Standout feature

Forensic document examination paired with chain-of-custody and litigation support

KPMG stands out for combining document authentication with broader risk, compliance, and dispute-support capabilities across regulated environments. The firm supports authentication workflows through forensic document review, evidence handling guidance, and chain-of-custody practices that align with litigation needs.

Teams can leverage KPMG’s expertise in identity verification, authenticity assessments, and controls design for document-intensive processes. Delivery typically centers on structured investigations, defensible documentation, and coordination with legal stakeholders.

Pros
  • +Forensic document review with litigation-ready evidence documentation
  • +Chain-of-custody guidance supports audit and courtroom expectations
  • +Authentication assessments integrated with risk and compliance programs
  • +Cross-functional expertise spans legal, controls, and investigative support
Cons
  • –Requires engagement overhead for large-scale, case-style delivery
  • –May be heavier than lightweight authentication needs
  • –Typical outcomes depend on evidence availability and documentation quality
Use scenarios
  • Workforce planning teams

    Authentication governance for staffing documents

    More consistent governance

  • Enterprise transformation leaders

    Authentication controls for transformation roadmaps

    Structured change plan

Show 2 more scenarios
  • Finance risk teams

    Authentication for regulated financial models

    Reviewable analysis

    Supports authenticity assessments and evidence handling guidance for reviewable, governed model assumptions.

  • Public health program teams

    Authentication evidence for interoperability plans

    Practical delivery path

    Maps reporting and integration plans with audit-ready authentication workflow documentation.

Best for: Enterprises needing defensible authentication support for regulated or dispute contexts

#2

Deloitte

enterprise_vendor

Delivers digital trust, KYC transformation, and identity assurance consulting that covers controls for document authenticity and verification.

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

Forensic document examination tied to evidence handling and chain-of-custody practices

Deloitte stands out through document authentication work that plugs into broad compliance, forensic, and risk services for regulated environments. Core capabilities cover forensic document examination, evidence handling processes, and controls that support defensible verification workflows.

Delivery often combines identity and access considerations with governance needed for audits, legal hold, and chain-of-custody expectations. This makes Deloitte a strong fit for complex cases where authentication must align with enterprise policies and stakeholder requirements.

Pros
  • +Forensic document examination with defensible evidence handling workflows
  • +Strong integration with compliance programs and audit-ready governance controls
  • +Cross-functional teams supporting legal, risk, and verification requirements
Cons
  • –Complex engagement scope can slow pure document checks
  • –Less suited to lightweight, high-volume automation needs
  • –Authentication outcomes depend on available case documentation quality
Use scenarios
  • Legal operations teams

    Governed authentication for legal workflows

    More controlled workflows

  • Enterprise marketing teams

    Authentication support for loyalty identity rules

    Clear governance rules

Show 2 more scenarios
  • Supply chain leaders

    Authentication aligned EDI change artifacts

    Structured partner connectivity

    Supports document provenance checks across EDI strategy, mapping, and trading-partner process changes.

  • Technology controllership teams

    Authentication for controlled IT accounting evidence

    Documented accounting workflows

    Connects authentication workflows to technology cost documents used in close and controls.

Best for: Enterprises needing governed, forensically defensible document authentication and verification

#3

Booz Allen Hamilton

enterprise_vendor

Supports document and identity assurance requirements for government and enterprise missions through cybersecurity and assurance engineering.

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

Audit-ready evidence chain-of-custody workflow design for high-sensitivity documentation

Booz Allen Hamilton is distinct for delivering document authentication work through defense-grade program management and security engineering experience. Core capabilities include identity verification, evidence handling workflows, and tamper-evidence approaches for sensitive documents.

Teams can support audit-ready processes and integration with broader compliance and risk programs. Delivery typically focuses on governance, traceability, and operational controls rather than standalone document scanning only.

Pros
  • +Strong governance for audit trails across document handling and authentication steps
  • +Security engineering background supports tamper-evidence and integrity controls
  • +Integration focus for authentication workflows within existing enterprise programs
  • +Program management discipline for controlled delivery of authentication services
Cons
  • –May feel heavyweight for single-document verification needs
  • –Service delivery can require formal stakeholder alignment and documentation
  • –Not positioned as a consumer-facing document scanning tool
Use scenarios
  • Transformation leaders

    Authentication governance for rollout documentation

    Better transition coordination

  • Healthcare analysts

    Authentication evidence for clinical cohort datasets

    More reproducible measures

Show 2 more scenarios
  • Enterprise security teams

    Authentication evidence for incident response

    Evidence-based incident decisions

    Packages document integrity findings with incident planning evidence for coordinated response decisions.

  • Government IT security leaders

    Authentication controls for modernization artifacts

    Security-included modernization

    Includes tamper-evidence and traceability in documentation used for regulated cloud change delivery.

Best for: Government and enterprise teams needing audit-ready authentication with security controls

#4

PwC

enterprise_vendor

Provides identity and KYC assurance, compliance advisory, and security governance for programs that require document authenticity validation.

8.3/10
Overall
Features8.3/10
Ease of Use8.3/10
Value8.3/10
Standout feature

Forensic-grade evidence handling with assurance-style documentation for defensible authentication

PwC stands out for treating document authentication as a governed, risk-led service integrated with broader assurance, forensic, and compliance capabilities. The firm supports verification of document provenance, identity, and tamper indicators using structured workflows and audit-ready evidence handling. PwC also delivers advisory on controls, evidence standards, and operational readiness for authentication programs across legal, regulatory, and enterprise contexts.

Pros
  • +Strong governance approach that aligns authentication with compliance and audit evidence
  • +Forensic and assurance capabilities support investigation-ready document verification workflows
  • +Enterprise risk assessment helps define authentication controls and operating procedures
  • +Audit-friendly evidence handling improves defensibility in disputes and reviews
Cons
  • –More consulting-heavy than lightweight operational deployment for narrow document sets
  • –Requires clear input requirements for evidence standards, workflows, and escalation paths
  • –Project-style delivery may reduce speed for high-volume real-time verification
Use scenarios
  • Deal teams

    Authentication for technology diligence artifacts

    Risk framed findings

  • Private equity investors

    Authentication for underwriting diligence inputs

    Consolidated risk view

Show 2 more scenarios
  • Broadcast program stakeholders

    Authentication for vendor program governance

    Aligned migration scope

    Supports audit-ready verification of documents that define migration scope, requirements, and controls.

  • Cyber incident responders

    Authentication support for forensic investigation records

    Coordinated recovery actions

    Coordinates authentication evidence handling so incident decisions and recovery actions stay traceable.

Best for: Enterprises needing governed document authentication with audit-ready evidence workflows

#5

IBM Consulting

enterprise_vendor

Provides consulting and delivery for identity verification solutions that include document authenticity assessment within cybersecurity programs.

8.0/10
Overall
Features8.0/10
Ease of Use8.0/10
Value8.0/10
Standout feature

Governance-focused verification workflows with auditability and retention controls

IBM Consulting stands out for combining enterprise consulting delivery with governance-led document trust and compliance patterns. Core capabilities typically include digital identity integration, secure document workflows, and verification services aligned to audit and retention needs.

Pros
  • +Strong enterprise integration for authentication into ECM, IAM, and workflow systems
  • +Governance-first delivery supports audit trails and retention requirements
  • +Expertise in identity and trust models improves verification confidence
Cons
  • –Solution scope can feel heavy for simple document checks
  • –Authentication projects often require broad enterprise data and process alignment
  • –Delivery timelines may be longer due to governance and integration work
Use scenarios
  • Marketing operations teams

    Authentication for governed campaign evidence

    More coordinated execution

  • IT asset managers

    Authentication for asset lifecycle records

    Traceable asset records

Show 2 more scenarios
  • Data governance teams

    Authentication for access-controlled data products

    Clear accountability

    Enforces policy-based verification of governed catalog entries across business units.

  • Digital commerce teams

    Authentication for commerce operating model changes

    Connected operating model

    Coordinates secure document workflows so storefront and back-office change artifacts meet audit and retention needs.

Best for: Large enterprises needing governance-led document authentication integration and rollout support

#6

Veriff

specialist

Provides identity verification services that use document authenticity checks and live capture workflows for user onboarding and fraud reduction.

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

Risk-based document verification with decisioning and configurable workflow outcomes

Veriff stands out for combining document verification with identity risk signals to drive fast, structured authentication decisions. The service supports automated checks across common identity document types and guides users through capture to improve submission quality.

Pros
  • +Automated document authentication with strong anti-tampering and authenticity signals
  • +Configurable verification workflows for different onboarding and risk policies
  • +Clear decision outcomes for approvals, declines, and potential manual review
  • +Fast capture and guidance reduces failed submissions during onboarding
Cons
  • –Integration takes careful setup to map document types and required checks
  • –Edge cases like damaged documents may still require manual review paths
  • –Verification performance depends heavily on capture quality and user compliance
Use scenarios
  • Mobile onboarding teams

    Document authentication inside signup flow

    Consistent evidence

  • Remote customer onboarding teams

    Document authentication for online ID checks

    Repeatable remote checks

Show 2 more scenarios
  • Fraud prevention teams

    Authentication to stop forged documents

    Reduced forged attempts

    Combines authenticity signals, liveness, face matching, and risk scoring to flag suspicious submissions.

  • Account recovery teams

    Document authentication for high-risk access

    Stronger identity assurance

    Uses document and biometric checks to strengthen identity assurance during account recovery events.

Best for: Businesses needing automated, configurable document authentication for onboarding and fraud control

#7

Jumio

specialist

Offers document authentication and identity verification services for enterprises that need fraud detection and verification at scale.

7.5/10
Overall
Features7.5/10
Ease of Use7.4/10
Value7.6/10
Standout feature

Document authentication with integrated OCR and authenticity checks for ID verification

Jumio stands out with strong document and identity verification tooling used for automated onboarding and risk controls. The platform supports document authentication that captures and validates IDs with OCR, authenticity checks, and liveness or face comparison workflows.

Pros
  • +API-first document authentication for automated onboarding workflows
  • +OCR plus authenticity checks for structured document field validation
  • +Liveness and identity matching options reduce impersonation risk
Cons
  • –Global document coverage varies by document type and issue
  • –Setup requires careful configuration of verification rules and outputs
  • –Some advanced tuning depends on integration maturity
Use scenarios
  • Regulated identity teams

    Passport and ID authentication via API

    Structured validation results

  • Security operations teams

    Step-up document authentication for sensitive actions

    Additional identity evidence

Show 2 more scenarios
  • Banking and fintech onboarding

    Authentication during account opening

    Faster identity checks

    Embeds document authentication with data extraction, liveness, and fraud signals in digital signup.

  • Audit teams in regulated orgs

    Evidence-supported authentication compliance reviews

    More traceable checks

    Retains document, biometric, and decision information to support traceable identity verification cases.

Best for: Businesses integrating document authentication into regulated onboarding pipelines

#8

Aadhaar

other

Runs India’s national identity program where authentication is supported using government-controlled identity records and verification processes.

7.0/10
Overall
Features7.0/10
Ease of Use7.0/10
Value7.0/10
Standout feature

eKYC and Aadhaar authentication capability via UIDAI request-response mechanisms

Aadhaar delivers government-grade document authentication through the UIDAI identity infrastructure. Core capabilities include Aadhaar identity verification and authentication flows that validate demographic and biometric linkage for eligible use cases.

Pros
  • +Government-operated identity authentication backed by UIDAI managed data
  • +Supports authentication and verification flows for Aadhaar-linked details
  • +Widely adopted for identity checks across public and private programs
  • +Strong control model for access by requesting entities
Cons
  • –Integration complexity depends on biometric and demographic authentication requirements
  • –Relying systems must handle authentication consent and compliance workflows
  • –Authentication outcomes require robust fallback handling in production systems
  • –Effective use depends on correct identity data quality across records
Use scenarios
  • Government relying entities

    Verify Aadhaar-linked eligibility and identity

    Reduced identity fraud risk

  • KYC compliance teams

    Authenticate Aadhaar during onboarding checks

    Faster compliant customer onboarding

Show 2 more scenarios
  • Access-controlled service providers

    Authenticate users for gated transactions

    Improved access control assurance

    Systems use Aadhaar authentication patterns to control access to sensitive processes.

  • Audit and risk governance

    Maintain traceable authentication records

    Stronger audit and governance

    UIDAI-managed services support governance and auditability for authentication requests and outcomes.

Best for: Organizations needing Aadhaar-based identity checks in regulated verification workflows

#9

Onfido

specialist

Delivers document-based identity verification services that include document authenticity assessments for onboarding and account recovery.

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

Document verification with fraud detection and extracted fields via automated ID checks

Onfido stands out for combining document verification with automated identity checks that support regulated onboarding workflows. It uses computer vision and fraud detection to validate document integrity and extract fields from multiple document types.

Pros
  • +Automated document field extraction speeds onboarding decisions
  • +Computer-vision checks detect tampering, blurs, and inconsistent features
  • +Selfie and liveness checks support end-to-end identity verification
  • +Integrates with verification workflows using API and web components
Cons
  • –Setup requires careful configuration of document types and rules
  • –Manual review may still be needed for edge-case documents
  • –Accuracy depends on input quality and capture guidance
  • –Implementation effort rises with complex global document coverage
Use scenarios
  • Fintech compliance onboarding teams

    Verify IDs during regulated account creation

    Reduced manual compliance reviews

  • Shared KYC operations teams

    Batch process documents at high volume

    Faster applicant throughput

Show 2 more scenarios
  • Mortgage lender risk teams

    Authenticate identity for loan applications

    Lower identity fraud risk

    Selfie and liveness-style checks help confirm the document owner match before underwriting.

  • Border and travel verification teams

    Confirm traveler documents against tampering

    More reliable identity verification

    Fraud detection flags suspicious document features and supports consistent verification decisions.

Best for: Fintech and enterprise onboarding needing automated, auditable document authentication

#10

Trulioo

specialist

Provides identity verification services including document checks for businesses managing KYC and authentication workflows.

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

Country-specific document validation and verification routing within a unified API

Trulioo stands out for document authentication that uses identity data signals across many countries and verification flows. It supports document verification workflows that can be embedded into customer onboarding for ID and address evidence checks.

Pros
  • +Global document verification using country-specific checks and validation rules
  • +API-first integration for automating onboarding and document status handling
  • +Identity data signals designed for reducing mismatch and spoofed-document risk
  • +Flexible workflow inputs for supporting multiple verification paths
Cons
  • –Document performance varies by country and document quality
  • –Complex onboarding rules require careful mapping of document and user data
  • –Debugging false rejects can demand additional operational instrumentation
  • –Coverage breadth can increase configuration overhead for multi-region teams
Use scenarios
  • Risk teams

    Document and biometric proofing for remote onboarding

    Stronger identity evidence

  • Fraud and security teams

    Step-up authentication after risky account changes

    Additional assurance

Show 2 more scenarios
  • Compliance teams

    Authentication inputs for CIP and due diligence

    Structured risk tiering

    Uses identity evidence and screening results to support structured account approval and risk tiering workflows.

  • Customer onboarding teams

    Embedded identity data verification at signup

    More consistent onboarding

    Verifies person identity data during account creation using embedded verification calls for consistent decisions.

Best for: Companies automating KYC onboarding with global document authentication needs

Conclusion

After evaluating 10 document authentication, KPMG 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
KPMG

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 Document Authentication Services

How do Veriff, Onfido, and Jumio differ in document verification workflows for onboarding?
Veriff emphasizes configurable workflows with risk-based decisioning outcomes for high-volume onboarding. Onfido focuses on audit-friendly decision trails that combine document integrity checks with automated identity verification and selfie-style matching. Jumio targets API-driven onboarding with OCR-backed authenticity checks plus liveness or face comparison events for consistent outputs.
Which providers support multi-country document authentication with routing by document type and geography?
Trulioo routes verification by country and handles multiple document types through a single API integration. Veriff supports automated checks across common identity document types with configurable risk rules, which works well when document sets vary by use case. Onfido supports multiple document types with field extraction and computer-vision validation that can be mapped to region-specific onboarding logic.
What options exist for teams that need document authentication tied to identity owner matching?
Onfido includes selfie and liveness-style checks to confirm the document owner matches the captured identity. Jumio provides liveness or face comparison workflows alongside OCR and authenticity checks. Veriff pairs document verification with identity risk signals to drive structured authentication decisions.
How does Aadhaar-based authentication differ from commercial document verification platforms?
Aadhaar delivers government-grade identity verification by validating demographic and biometric linkage via UIDAI request-response patterns. Aadhaar authentication fits regulated identity scenarios that rely on UIDAI-managed authentication services and access controls. Commercial platforms like Veriff, Onfido, and Jumio center on document capture and verification using computer vision, OCR, and fraud detection.
Which services best support API-first integration inside customer journeys?
Jumio is built for high-volume, API-driven integration so verification runs inside customer onboarding journeys. Trulioo supports embedding document verification workflows into onboarding for ID and address evidence checks through a unified API. Veriff also supports automation via configurable workflows that can align verification steps with onboarding state machines.
What delivery model fits organizations that need evidence handling and chain-of-custody rather than scanning alone?
Booz Allen Hamilton emphasizes defense-grade program management and security engineering, with tamper-evidence approaches and audit-ready evidence chain-of-custody workflow design. Deloitte and KPMG provide governed forensic document examination plus evidence handling guidance aligned to defensible verification and litigation needs. PwC extends the same concept with assurance-style documentation tied to provenance, tamper indicators, and operational readiness.
Which providers are strongest when teams need audit-friendly decision trails and reviewability?
Onfido is designed for regulated onboarding with audit-friendly decision trails and extracted fields from document types. Veriff focuses on configurable workflows that keep verification steps and outcomes structured for review. IBM Consulting supports governance-led document trust patterns with traceability and policy enforcement across document lifecycles for enterprise audit requirements.
What technical capabilities should be evaluated for common failure modes in document authentication?
Teams should validate how platforms handle document integrity and field extraction, since Onfido uses computer vision plus fraud detection to validate documents and extract fields. OCR quality and authenticity checks matter when documents vary in format, since Jumio combines OCR with authenticity and liveness or face comparison workflows. Risk-driven decisioning helps manage inconsistent captures, since Veriff pairs document checks with identity risk signals to drive structured outcomes.
How should enterprises get started when they must align document authentication with existing compliance and risk programs?
IBM Consulting typically leads governance-led integration patterns that connect secure document workflows with existing enterprise systems and policy enforcement needs. PwC provides advisory on controls, evidence standards, and operational readiness so authentication programs match legal and regulatory expectations. Booz Allen Hamilton supports audit-ready evidence and operational controls for security and compliance stakeholders beyond document scanning.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Document Authentication

We separate document authentication options by what each system actually uses to reach a result: how well it handles the real document set you see, and how transparently it shows what it did. The biggest divider is evidence clarity via the evidence traceability label.

Evidence traceability

Why it matters

Evidence traceability matters because authentication decisions often get challenged, and teams need to explain what the software relied on. If this is weak, you end up with hard-to-audit outcomes.

How to check

Upload a small batch of sample documents and check whether the result includes itemized reasons tied to the file you submitted. Ask for a demo case where the system rejects a document and show what evidence is returned to your workflow.

Document coverage by issuing region

Why it matters

Document coverage by issuing region matters because authentication models break when they see unfamiliar layouts, security feature patterns, or formatting conventions. Coverage gaps create frequent false rejects or misses.

How to check

Request a coverage list by region or issuing country and compare it to your expected document sources. During a demo, test at least one document from each target region and record the match rate across varied lighting/scan quality.

Tolerance for scan and photo quality

Why it matters

Tolerance for scan and photo quality matters because most inputs are imperfect and inconsistent across devices. If the system is brittle, you’ll see unstable outcomes for otherwise valid documents.

How to check

Try the same document with at least three quality levels: sharp scan, slightly blurred photo, and off-angle capture. Confirm whether results stay consistent and whether the system can grade confidence using the evidence traceability output.

Tamper resilience scope

Why it matters

Tamper resilience scope matters because document authentication fails differently depending on what’s changed: layout, fields, or image content. Knowing what the tool is designed to catch reduces surprises.

How to check

Ask the provider what tamper types are supported in their evaluation or demo guidance, and request examples. In the demo, run controlled variations (cropping, re-encoding, field swaps) and check whether the evidence traceability explains the rejection.

Decision handling and workflow outputs

Why it matters

Decision handling and workflow outputs matter because document authentication rarely ends at a single pass/fail. Your process needs predictable outputs for acceptance, escalation, and downstream review steps.

How to check

Inspect the output fields you can consume in a workflow, including the categories your team uses for routing. Try multiple outcomes in the demo (clear pass, clear fail, and ambiguous) and verify the output supports each path.

Model versioning and reproducibility

Why it matters

Model versioning and reproducibility matter because authentication performance can shift after updates. Without it, you can’t safely compare outcomes over time or investigate disputes.

How to check

Ask what version metadata is returned per result and whether old results can be replayed or interpreted consistently. In a demo, look for version stamps in the evidence traceability output and confirm where you can retrieve them.

Red flags

  • Results lack itemized reasons tied to the uploaded file
  • Coverage claims don’t map to your target issuing regions
  • Ambiguous cases produce generic outputs with no usable routing

Fit by situation

  • If you need to explain outcomes to internal reviewers, prioritize evidence traceability.
  • If your users submit documents from multiple issuing regions, prioritize Document coverage by issuing region.
  • If your inputs vary by phone camera and lighting, prioritize Tolerance for scan and photo quality.
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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