GITNUXSOFTWARE ADVICE
Legal Professional ServicesTop 10 Best Electronic Discovery Software of 2026
Top 10 ranking of electronic discovery software for legal teams, comparing DISCO, Everlaw, and Logikcull with strengths and tradeoffs.
How we ranked these tools
Core product claims cross-referenced against official documentation, changelogs, and independent technical reviews.
Analyzed video reviews and hundreds of written evaluations to capture real-world user experiences with each tool.
AI persona simulations modeled how different user types would experience each tool across common use cases and workflows.
Final rankings reviewed and approved by our editorial team with authority to override AI-generated scores based on domain expertise.
Score: Features 40% · Ease 30% · Value 30%
Gitnux may earn a commission through links on this page — this does not influence rankings. Editorial policy
DISCO is the best fit when litigation teams need integrated AI-driven review and legal hold mapping across large multi-source matters, whereas Logikcull is a strong alternative when you want a self-serve, governed email-focused workflow with clear audit trails and review states.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
DISCO
Cecilia AI provides natural-language analysis, while Storybuilder connects people, events, documents, and issues.
Built for fits when litigation teams need integrated review, AI analysis, and case-fact mapping across large multi-source matters..
Everlaw
Editor pickEverlaw’s review workflow maintains a consistent link between coding activity and production set preparation.
Built for fits when legal teams need governed, high-throughput review with tight audit trails across many stakeholders..
Logikcull
Editor pickMatter audit log records review actions and export events tied to custodian context and integrity checks.
Built for fits when legal teams need governed email-driven eDiscovery with clear audit trail and review states..
Comparison Table
DISCO
enterpriseCloud e-discovery solution with AI-driven review and legal hold.
Cecilia AI provides natural-language analysis, while Storybuilder connects people, events, documents, and issues.
DISCO keeps collected material, coding decisions, permissions, and exports within a single matter workspace. Connectors for Microsoft 365, Google Workspace, Slack, Box, and Dropbox reduce manual transfers during distributed investigations. Administrators can configure user roles, retention settings, and activity reporting for controlled team access.
Cecilia AI classifications still require attorney validation before consequential decisions. The setup fits litigation groups handling high-volume, multi-custodian matters where Storybuilder must connect facts to source documents. Smaller teams handling occasional cases may not use the full case-analysis workspace.
- +Cecilia AI supports natural-language analysis and assisted classification.
- +Storybuilder connects facts, people, events, and source documents.
- +Connectors cover Microsoft 365, Google Workspace, Slack, Box, and Dropbox.
- +Integrated legal hold and matter workflows reduce application switching.
- –AI classifications require attorney validation before consequential decisions.
- –Broad configuration can require dedicated litigation-operations administration.
- –Smaller matters may not justify its full case-analysis workspace.
Complex litigation teams
Cross-source matter analysis
Faster fact development
Corporate legal departments
Enterprise investigation coordination
Fewer manual handoffs
Show 1 more scenario
Litigation operations teams
AI-assisted first-pass review
Consistent triage decisions
Teams configure Cecilia AI classifications, then route uncertain results to attorneys for validation.
Best for: Fits when litigation teams need integrated review, AI analysis, and case-fact mapping across large multi-source matters.
Everlaw
enterpriseCloud-native e-discovery platform for processing, review, and production.
Everlaw’s review workflow maintains a consistent link between coding activity and production set preparation.
Everlaw fits teams that need day-to-day reviewer productivity plus centralized control over what gets reviewed, tagged, and produced in each matter. Core workflows include evidence organization, managed indexing, and a review interface that supports active learning style workflows alongside standard keyword and concept search. Administrators can apply RBAC, manage permissions per matter, and retain an audit trail for user actions throughout review and production preparation.
A key tradeoff is that full value depends on careful data source mapping and processing choices before review because downstream review performance and quality rely on those inputs. Everlaw is a strong fit for investigations and litigation matters that run multiple review stages, require consistent coding across reviewers, and need defensible evidence integrity controls for exports and load files.
- +Reviewer workspace ties search results to coding and production readiness
- +Matter governance uses RBAC and audit logging for traceability
- +Workflow automation supports repeatable review stages
- +Extensible API enables integrations with case management and ingestion pipelines
- –Best results require disciplined configuration of matter setup and processing inputs
- –Some advanced workflows depend on administrator-led configuration
- –Large case operations can create heavy operational overhead during tuning
- –Integration effort may be significant when source systems need custom mapping
Litigation teams
Coordinate multi-stage review under deadlines
Faster, auditable production prep
Ediscovery operations teams
Standardize intake to review handoffs
More consistent case starts
Show 2 more scenarios
Regulatory investigations teams
Run privilege review at scale
Defensible review history
Teams can apply governed review settings and maintain audit logs for privilege decisions and exports.
Forensic and IT teams
Manage evidence across custodians
Cleaner evidence traceability
Evidence organization supports custodian-aware processing so evidence integrity stays tied to review artifacts.
Best for: Fits when legal teams need governed, high-throughput review with tight audit trails across many stakeholders.
Logikcull
SMBSelf-serve cloud e-discovery for small to mid-size matters.
Matter audit log records review actions and export events tied to custodian context and integrity checks.
Logikcull is built around fast matter startup by combining collection from email sources with a review interface that supports tagging, coding, and production planning. The workflow provides configurable review controls and records actions in an audit log, which helps demonstrate chain-of-custody style accountability for edits and exports. Evidence handling includes tamper-evident hashing and custodian identification so later review and production steps can trace back to collection inputs.
A practical tradeoff is that Logikcull is strongest when the collection surface fits its guided connectors and review flow, while more complex environment-specific integrations can require outside orchestration. It fits best when legal teams need a governed eDiscovery workflow with consistent review states and defensible disposition records for smaller to mid-size case volumes.
- +Email-centric collection reduces setup friction for many litigation cases
- +Audit log captures review decisions and export events for governance
- +Tamper-evident hashing supports evidence integrity checks
- +Custodian-aware context improves traceability through review and production
- –Advanced processing customization can feel limited versus enterprise eDiscovery suites
- –Complex data source mapping may need external assistance for edge cases
- –Review workflow configuration can require disciplined matter setup
- –Some workflows rely on guided steps instead of fully open-ended automation
Litigation teams
Run defensible review with auditability
Faster response with traceability
E-discovery managers
Govern collection through controlled workflows
More consistent case handling
Show 1 more scenario
Outside counsel
Coordinate production planning
Lower rework during production
Production sets are generated from managed review outcomes with consistent item status history.
Best for: Fits when legal teams need governed email-driven eDiscovery with clear audit trail and review states.
Nuix
enterpriseInvestigation and e-discovery engine for processing large data sets.
Nuix evidence processing pipeline that combines normalization, clustering, and indexing to accelerate downstream review operations.
Nuix is an electronic discovery software suite built around large-scale processing and evidence-centric workflows. Its cataloging and analysis capabilities handle heterogeneous sources with extensive normalization, de-duplication, and indexing support for faster review turnaround.
Nuix also provides legal-hold oriented collection and audit-focused handling to support defensible disposition workflows. Automation is a key theme, with APIs and job orchestration options that fit data source mapping and repeatable eDiscovery workflow execution.
- +Strong evidence processing for normalization, de-duplication, and indexing at scale
- +Repeatable workflows via automation and scripting-style integration points
- +Audit logging and chain-of-custody oriented handling for defensible disposition
- +Flexible ingestion patterns for mixed collections and native file support
- –Operational setup and workflow configuration require governance discipline
- –Admin workload increases when coordinating multiple data sources and custodians
- –Review ergonomics can feel heavier than pure web-centric document review tools
- –Some advanced review workflows need tighter process design than expected
Best for: Fits when legal teams need repeatable processing, tight evidence handling, and automation-heavy workflows across complex sources.
Exterro
enterpriseLegal governance, risk, and compliance suite including e-discovery and legal hold.
Exterro case-level workflow and governance controls connect administration, audit logging, and defensible disposition steps in one matter timeline.
Exterro runs eDiscovery workflow for large legal teams, with a focus on case management tied to collection, processing, and review administration. The product emphasizes governance features like role-based access, matter-level controls, and audit logging that support evidence integrity requirements.
Exterro also supports integrations for ingestion from common data sources and interoperability for exporting productions in formats legal teams already use. Automation features include repeatable workflows, configurable templates, and controlled disposition steps across a litigation lifecycle.
- +Matter governance features include RBAC, audit logging, and controlled workflow transitions
- +Automation supports repeatable case setup with configurable processing and review steps
- +Interoperability covers common ingestion and export paths used in enterprise eDiscovery
- +Administration tools reduce manual coordination across custodians and teams
- –Setup requires disciplined configuration of roles, permissions, and workflow templates
- –Review tooling can feel less efficient than top visual-review first designs
Best for: Fits when enterprise legal teams need strong governance, repeatable workflows, and defensible disposition tracking across matters.
CloudNine
SMBCloudNine provides cloud-based collection, processing, review, production, and legal hold software.
API automation for end-to-end eDiscovery workflow setup, including ingestion orchestration and review task configuration.
CloudNine targets legal teams that need defensible litigation discovery workflows with strong collection, preservation, and review controls. The product focuses on data source mapping into processing pipelines, then routes outputs into document review with configurable search and production options.
CloudNine also emphasizes governance features like audit logging and role-based access controls to support litigation hold and case management. For integration, it offers an API surface for automation of matter setup, ingestion orchestration, and review task configuration.
- +API-driven matter setup supports automated ingestion and workflow orchestration
- +Audit logging and RBAC help track access and review actions
- +Configurable review search options support common query patterns
- +Production controls support native-friendly and image-based export workflows
- –Workflow configuration can require deeper admin setup than peer tools
- –Advanced review automation like TAR-style training depends on specific configuration
- –Some processing customization paths are less transparent during troubleshooting
- –Large multi-custodian cases can feel slower when iterating on processing settings
Best for: Fits when legal teams need API automation and governance controls around eDiscovery workflow, with configurable review and production.
OpenText Axcelerate
enterpriseOpenText Axcelerate supports enterprise legal hold, processing, review, analytics, and production workflows.
Case administration and audit-centric workflow configuration that supports consistent handling across many matters.
OpenText Axcelerate differentiates itself with an enterprise eDiscovery workflow built around a strong integration surface and configurable administration for legal and IT teams. Core capabilities cover collection orchestration, preservation handling, processing and review workflows, and production tooling aligned to common litigation formats.
Its emphasis on governance controls, audit logging, and structured automation supports repeatable case handling across many matters. Integration depth with OpenText ecosystems and adjacent information management systems is a practical differentiator versus simpler review-only tools.
- +Governance controls with audit logging for defensible workflow tracking
- +Configurable processing and review workflow steps for repeatable matters
- +Enterprise integration orientation that fits IT-led eDiscovery programs
- +Production tools support standard litigation output workflows
- –Workflow configuration can require specialist administration time
- –Review feature depth can lag specialized pure-play review tools
Best for: Fits when enterprises need governance-driven eDiscovery workflows integrated with broader OpenText and IT systems.
Venio Systems
enterpriseVenio Systems provides eDiscovery collection, processing, review, analytics, and production software.
Workflow job orchestration with reusable processing templates for repeatable ingestion-to-production runs.
Venio Systems focuses on electronic discovery workflow execution with an emphasis on automation around ingestion, normalization, and review readiness. The system supports data source mapping and document-level processing steps that feed into search, coding, and production workflows.
Venio also provides administrative controls for multi-user handling and audit trails that support evidentiary review processes. Its differentiator is the depth of workflow configuration through reusable templates and job orchestration for repeatable litigation cycles.
- +Reusable processing templates reduce variation across repeated matter work
- +Workflow job orchestration keeps ingestion, processing, and exports traceable
- +Search supports iterative review workflows without frequent workflow restarts
- +Administrative audit logging supports defensible handling during review
- –Advanced automation requires careful configuration to match matter expectations
- –Some review and analytics depth is thinner than leading DISCO-style tooling
- –Complex governance across large teams can feel operationally heavy
- –Native production and export options may require extra workflow steps
Best for: Fits when mid-size legal teams need configurable eDiscovery workflows with strong processing traceability and audit logging.
KLDiscovery Nebula
enterpriseKLDiscovery Nebula supports cloud collection, processing, review, analytics, and production.
Nebula’s workflow automation and extensibility options for project-level orchestration and administrative configuration.
KLDiscovery Nebula handles legal hold collection, preservation, processing, and review workflow stages in one matter workspace.
Nebula includes audit logging and export controls designed to track actions through review and production workflows.
Nebula’s extensibility supports automation and configuration for consistent handling across repeatable eDiscovery projects.
- +Automation and workflow orchestration options for repeatable eDiscovery runs
- +Clear project administration for access scoping and activity tracking
- +Document review tooling with production-ready export options
- +Evidence ingestion patterns that fit multi-custodian collections
- –Advanced governance controls require careful upfront configuration
- –Some processing settings need specialist familiarity to tune effectively
- –Workflow depth can slow early setup for small matter teams
- –Integration breadth depends on connector coverage for each data source
Best for: Fits when mid-size legal teams need repeatable eDiscovery workflow automation and controlled review exports.
GoldFynch
SMBGoldFynch provides cloud eDiscovery for uploading, processing, searching, reviewing, and producing case data.
Custodian and data source mapping validation gates feed directly into the review index build to reduce orphaned evidence sets.
GoldFynch is an eDiscovery workflow tool that centers on curated matter workspaces for collection, review, and production. The workflow emphasizes guided validation steps around custodian and data source mapping, then routes evidence into review with configurable extraction and indexing.
Integration depth is primarily expressed through external connectors, workflow webhooks, and an API surface for pushing metadata and managing artifacts across stages. Automation and governance are expressed through role-based access controls, audit logging, and controlled export formats for defensible disposition workflows.
- +Matter workspaces keep collection, review, and production artifacts linked end to end.
- +Configurable extraction and indexing steps reduce manual rework before document review.
- +Webhooks and API support automation of status updates and artifact handoffs.
- +RBAC plus audit logging supports governance for multi-custodian workflows.
- –Automation coverage is strongest for workflow states, weaker for custom enrichment logic.
- –Advanced near-duplicate clustering and concept search tuning is limited versus top incumbents.
- –Data source mapping requires upfront diligence to avoid downstream review fragmentation.
- –Some production formats depend on specific pipeline configuration and operational discipline.
Best for: Fits when mid-size legal teams want guided matter workflow, API-driven automation, and audit logging for defensible exports.
Conclusion
After evaluating 10 legal professional services, DISCO 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.
Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.
How to Choose the Right electronic discovery software
Electronic discovery software is evaluated across how eDiscovery workflow steps connect from collection and preservation into processing, review, and defensible production. This buyer’s guide covers DISCO, Everlaw, Logikcull, and other leading platforms, with DISCO and Everlaw emphasized for review operations and Logikcull emphasized for email-first governed workflows.
The comparisons focus on integration depth and automation surfaces, including API-driven orchestration where available, plus admin and governance controls like RBAC and audit logging. Each tool’s practical tradeoffs show up in workflow configuration requirements, throughput behavior during review and production readiness, and the level of evidence handling automation provided.
Electronic discovery software for governed collection, processing, review, and defensible production
Electronic discovery software supports the end-to-end litigation discovery workflow from collection and preservation into processing, review, and production set preparation. Platforms like Everlaw connect reviewer coding activity to production readiness while enforcing matter governance with RBAC and audit logging for traceability.
DISCO focuses on review productivity and AI-assisted analysis through Cecilia AI for natural-language analysis plus Storybuilder for linking people, events, documents, and issues to case facts. Logikcull emphasizes email-centric eDiscovery with a matter audit log that ties review actions and export events to custodian context and integrity checks.
The buyer’s task is choosing the platform that matches governance depth and automation expectations for the actual matter lifecycle, since workflow configuration discipline and edge-case data mapping can drive day-to-day outcomes.
eDiscovery workflow controls that determine review throughput and governance traceability
Electronic discovery software succeeds or fails based on whether workflow actions remain traceable from collection through coding and into production set preparation. The tools in this guide are evaluated on how that linkage holds up when multiple stakeholders, multiple custodians, and repeated export events are involved.
This category puts practical pressure on automation surfaces and admin controls like RBAC and audit logging, because teams need repeatable processing and defensible review outcomes. The feature set differences show up in review state linkage, evidence processing automation, email-centric governance, and API-driven orchestration.
Review-to-production linkage with audit-grade traceability
Everlaw ties reviewer coding activity to production set preparation inside the same workflow so governance stays consistent across stakeholders. Logikcull records review actions and export events in its matter audit log while attaching events to custodian context and integrity checks.
Governed administration with RBAC and audit logging
Everlaw provides matter governance using RBAC and audit logging so access and review actions stay traceable during complex matters. Exterro and OpenText Axcelerate both emphasize case administration controls that connect workflow transitions to audit-centric defensible tracking.
Automation surfaces for ingestion, workflow orchestration, and exports
CloudNine offers API-driven matter setup that supports automated ingestion orchestration and review task configuration. Nuix centers automation on evidence processing pipeline steps that normalize, cluster, and index in repeatable workflows.
Case-fact mapping and AI-assisted review operations
DISCO pairs Cecilia AI natural-language analysis with Storybuilder case fact mapping that connects people, events, documents, and issues. DISCO requires attorney validation when AI classifications drive consequential decisions, which affects how governance is handled during review.
Evidence handling automation for normalization, de-duplication, and indexing
Nuix provides strong evidence processing that combines normalization, de-duplication, and indexing at scale to accelerate downstream review operations. Venio Systems focuses on workflow job orchestration with reusable processing templates so ingestion-to-production runs stay traceable across repeated matters.
Select by workflow philosophy: governed review linkage, automation depth, or email-first governance
Selection starts with where governance must live during the eDiscovery workflow, since the tools differ in whether the governance spine is anchored in review coding, email collection, or admin-defined workflow templates. That governance spine then determines how much configuration discipline the team needs during intake, processing inputs, and production readiness.
Next, the decision should match automation ownership to the team’s operations model. Some platforms emphasize UI-driven consistency and administrator-led configuration, while others emphasize API orchestration and repeatable processing pipelines that legal operations can operationalize.
Choose the governance anchor that matches review leadership
If coding activity must stay tightly coupled to production readiness with stakeholder traceability, Everlaw keeps that linkage inside the reviewer workflow. If the case must stay grounded in custodian context with a matter audit log tied to review decisions and export events, Logikcull is built around email-centric governed workflows.
Match automation ownership to team skills and administration bandwidth
If legal operations needs API-driven matter setup that orchestrates ingestion and review tasks with controlled workflow configuration, CloudNine provides automation and governance via an API-first setup surface. If the team expects repeatable evidence processing work across complex sources, Nuix focuses on normalization, de-duplication, clustering, and indexing automation through its processing pipeline.
Test whether AI assistance fits the matter’s validation requirements
If attorney review needs natural-language analysis and case fact mapping rather than only document-level search, DISCO combines Cecilia AI with Storybuilder across large multi-source matters. If governance requires that AI-driven classifications cannot be treated as final, factor DISCO’s need for attorney validation for consequential decisions into workflow design.
Decide how much workflow configuration standardization the program requires
If repeatable case administration and workflow transitions across many matters are the priority, Exterro and OpenText Axcelerate emphasize governed case administration with audit-centric workflow configuration. If the organization wants reusable processing templates and traceable ingestion-to-export runs, Venio Systems supports repeatable job orchestration to reduce variation across repeated matters.
Evaluate edge-case data mapping and extensibility needs
If data source mapping edge cases are likely and review must remain governed without external help, evaluate whether Logikcull’s complex mapping can be supported in-house. If project-level workflow automation and extensibility must be coordinated for controlled review exports, KLDiscovery Nebula provides orchestration options and project administration scaffolding.
Who should buy electronic discovery software for governed workflows and defensible exports
Different legal teams buy electronic discovery software for different workflow failure modes, including governance drift during stakeholder review, inconsistent production readiness, and brittle processing inputs across repeated matters. The tools here split by review linkage design, automation surfaces, and administration depth.
Buyer fit improves when the team’s operational model matches the platform’s configuration expectations and the tool’s native workflow spine.
Litigation legal teams running multi-source matters that need AI assistance plus case fact mapping
DISCO fits when natural-language analysis and Storybuilder case fact mapping are needed for people, events, documents, and issues across large matters.
Managed review teams that require coding activity linkage to production set preparation with governed audit trails
Everlaw fits when reviewers, coders, and production readiness must stay connected with RBAC and audit logging traceability for many stakeholders.
Email-first litigation teams that want low-friction collection plus review and export governance tied to custodian context
Logikcull fits when email-centric eDiscovery reduces setup friction and the matter audit log ties review decisions and export events to custodian context and integrity checks.
Legal operations teams that own automation through APIs and need orchestration control across ingestion and review configuration
CloudNine fits when API automation is required for end-to-end workflow setup, including ingestion orchestration and review task configuration under governed workflows.
Enterprise legal teams standardizing defensible disposition and governance across many matters
Exterro and OpenText Axcelerate fit when case administration, RBAC-like controls, and audit-centric defensible workflow tracking must be repeatable across matters.
Common pitfalls when evaluating electronic discovery software for real matters
Teams often assume that “governance” means the presence of audit logging, but the operational risk is whether workflow actions remain linked to production readiness and custodian context. Misalignment shows up when review outputs cannot be traced cleanly to export events and production set preparation.
Another frequent failure is underestimating configuration discipline, because some platforms perform best when matter setup and processing inputs are defined carefully or when admin-led configuration drives advanced workflows. Automation also introduces risk when evidence processing or AI assistance is treated as fully hands-off rather than validated by attorneys.
Evaluating audit logging without testing reviewer-to-production traceability in a representative workflow
Everlaw keeps coding activity and production set preparation closely linked inside the review workflow, while Logikcull ties export events to custodian context in its audit log, so each should be stress-tested with stakeholder roles and multiple export runs.
Selecting API-first or pipeline-heavy tools without allocating admin capacity for workflow configuration
CloudNine’s API-driven matter setup still needs deeper workflow configuration for review orchestration, and Nuix’s automation-heavy processing pipeline requires governance discipline in operational setup and workflow configuration.
Treating AI classifications as decision-ready without a validation step
DISCO supports Cecilia AI natural-language analysis and assisted classification, but attorney validation is required before AI classifications drive consequential decisions.
Overlooking how data source mapping complexity affects production readiness for edge-case sources
Logikcull’s email-centric collection reduces setup friction for many litigation cases, but complex data source mapping can need external assistance for edge cases.
Assuming reusable templates automatically create defensible consistency across repeated matters
Venio Systems supports reusable processing templates and workflow job orchestration, but advanced automation still requires careful configuration to match matter expectations for each run.
How We Selected and Ranked These Tools
We evaluated DISCO, Everlaw, Logikcull, and the other shortlisted eDiscovery platforms on integration depth, evidence processing automation, and how governed actions stay traceable across review and production set preparation. Features carried 40% of the score, and ease and value each carried 30% based on how quickly teams can reach usable workflows without sacrificing audit-grade traceability.
DISCO separated from the field by combining Cecilia AI natural-language analysis with Storybuilder case fact mapping across people, events, documents, and issues, which directly improves how attorneys work with complex multi-source matters. DISCO also scored highest on practical usability, which supports faster iteration when configuration and review decisions need to happen within live litigation workflows.
Frequently Asked Questions About electronic discovery software
How do DISCO, Everlaw, and Logikcull handle the evidence-to-review workflow handoff?
Which product is best aligned to complex data-source mapping and repeatable processing pipelines?
What breaks if an organization needs strict governance across many stakeholders during review?
When do DISCO’s Cecilia AI and Storybuilder reduce manual case-fact mapping work?
How do APIs and automation surfaces differ between CloudNine, Everlaw, and KLDiscovery Nebula?
What integration patterns support defensible disposition and export traceability in Logikcull, Exterro, and GoldFynch?
How do SSO and RBAC-style controls typically show up during administration?
Which tool best supports defensible handling of evidence integrity via cryptographic mechanisms and custodian context?
How should administrators plan data migration and workflow configuration when moving matters into these platforms?
Tools reviewed
Primary sources checked during evaluation.
Referenced in the comparison table and product reviews above.
- Legal Professional ServicesTop 10 Best Legal Discovery Document Management Software of 2026
- Digital Products And SoftwareTop 10 Best Electronic Filing Software of 2026
- Legal Professional ServicesTop 10 Best Ediscovery Processing Software of 2026
- Legal Professional ServicesTop 10 Best Esi Discovery Software of 2026
- Transportation LogisticsTop 10 Best Electronic Proof Of Delivery Software of 2026
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