Buyer resource · Template updated 2026-09-05

Legal Review: compare the work, then test the fit.

Compare public positioning, workflow fit and the proof to request. This is not a measured ranking or a recommendation based on hands-on testing.

Download the blank pilot scorecard (CSV)

Workflow comparison

Sources and research dates are linked for each product. Unverified commercial or technical details must be confirmed with the vendor.

Legal Review vendor workflow comparison
Product and evidence	Work it performs	Best-fit conditions
Harvey Automatically researched 2026-09-23 Vendor source	Legal-work software for cited research and drafting, bulk document analysis, and configurable workflows that still need lawyer-owned review and approval.	Law firms and in-house legal teams with repeatable research, review, drafting, or knowledge-retrieval work; named matter owners; source-checking habits; controlled document access; and the capacity to test one bounded workflow before wider deployment.
Crosby Automatically researched 2026-09-13 Vendor source	An AI-native law-firm service for commercial contract review and negotiation, combining agents with attorney review and document-based fixed pricing.	Fast-growing companies with recurring commercial contracts, clear playbooks and negotiation authority, an accountable internal legal or business owner, and a need for managed legal capacity rather than another software tool for the team to operate.
Lawhive Automatically researched 2026-09-26 Vendor source	Lawhive combines a direct legal-service pathway with attorney and co-counsel arrangements, while separately offering partner firms an AI-oriented operating platform for intake, legal work support, and back-office workflows.	Individuals or smaller businesses seeking a defined legal-service engagement, and law firms with a licensed-attorney supervision model, clear matter ownership, approved templates and data access, and a willingness to validate one bounded workflow before relying on AI-assisted operating processes.
Spellbook Automatically researched 2026-09-02 Vendor source	AI contract-review and drafting software that works in Microsoft Word, surfaces issues and proposed redlines, and lets a legal professional inspect, edit, and choose whether to apply the suggested changes.	Legal teams with recurring contracts, established playbooks, a Word-based review process, and named lawyers who own final advice and approvals.
Luminance Automatically researched 2026-09-11 Vendor source	Contract-review and negotiation software that identifies non-standard clauses, proposes redlines against a buyer's positions, and can support contract questions and workflow orchestration across an agreement portfolio.	In-house legal and contract-operations teams with recurring agreements, documented standards and fallback positions, an accountable legal owner for final advice and exceptions, a Microsoft Word-based review workflow, and the capacity to test authority boundaries before expanding automation.
Legora Automatically researched 2026-09-15 Vendor source	Legal-workflow software for teams that want to draft, review, research, extract, and organise document work with configurable AI tools and lawyer-controlled workflows.	In-house legal teams and law firms with recurring, document-heavy work; defined playbooks and precedent; a named legal owner; and time to test output quality, access boundaries, source coverage, and exception routing before expanding use.
Ironclad Automatically researched 2026-09-21 Vendor source	Contract-lifecycle software whose AI features can perform a configured first pass on third-party paper, propose redlines, and route non-standard terms through the buyer's Playbooks and review roles.	Legal-operations and in-house legal teams that manage a meaningful volume of repeatable inbound agreements, have approved clause positions and escalation rules, and can assign owners for Playbooks, exceptions, access, and output validation.
Robin AI Automatically researched 2026-09-26 Vendor source	Legal-workflow software for teams that want to review and redline repeatable contracts in Microsoft Word with playbooks and user-controlled AI suggestions.	In-house legal teams and commercial legal operations with high-volume, repeatable contract review; approved playbooks and fallback language; a Microsoft Word workflow; and a named legal owner who can measure quality and control exceptions before rollout.
Juro Automatically researched 2026-10-01 Vendor source	Contract-workflow software that uses buyer-controlled playbooks to review and redline repeatable third-party agreements, with users retaining the documented approval and action boundaries.	In-house legal and legal-operations teams with a steady stream of repeatable contracts, written playbooks and fallback positions, an accountable legal owner for exceptions, and the ability to run a parallel pilot before allowing business users to rely on proposed redlines.
LinkSquares Automatically researched 2026-10-07 Vendor source	Contract-lifecycle software that uses buyer-configured playbooks to analyze, draft, redline, route, and manage agreements, with users retaining acceptance, approval, and legal-decision boundaries.	In-house legal and legal-operations teams with repeatable agreement types, approved playbooks and templates, accountable owners for roles and exceptions, and the ability to run a controlled parallel pilot before business users rely on suggested edits.
Leah Legal Automatically researched 2026-10-12 Vendor source	Legal-operations software that Leah says can triage contract requests, compare clauses with a buyer's playbook, prepare redlines, and route judgment-sensitive work to counsel.	Enterprise or regulated in-house legal teams with a maintained playbook, standard and fallback positions, defined contract types, legal-operations ownership, integration capacity, and lawyers who will retain judgement and negotiation accountability.
LegalOn Automatically researched 2026-10-16 Vendor source	Legal-workflow software that reviews and redlines agreements against attorney-built or buyer-configured playbooks, while users retain responsibility for contract positions, approvals, and final decisions.	In-house legal and legal-operations teams with recurring agreement types, approved fallback positions, named legal and system owners, disciplined document access, and capacity to prove a narrow workflow in parallel before business users act on AI-assisted output.
LawVu Automatically researched 2026-10-30 Vendor source	Legal-operations software for playbook-led contract review, intake, matter and contract workflows, portfolio analysis, and controlled AI-assisted legal work.	In-house legal and legal-operations teams with recurring work, maintained review rules, named business and legal owners, disciplined contract access, and time to run a bounded parallel pilot before allowing workflow actions or repository-wide analysis.

Run a bounded pilot

Choose one repeatable workflow, one accountable owner and a fixed evaluation period. Agree the success thresholds before testing; this template intentionally supplies no universal pass rate.
Use a representative, approved sample with normal cases and known exceptions. Record the volume, complexity and reviewer experience so the baseline and pilot remain comparable.
Compare the agent-assisted workflow with the current process. Count corrections, escalation and review time, including time spent checking apparently successful work.
Keep final approval with the responsible operator. Stop for unauthorized actions, exposed data, missing audit evidence or a failure to recover safely. Investigate before expanding access.
At the decision date, record proceed, revise or stop with the evidence and owner. Verify contract costs, implementation effort and exit options before buying.

Measures to record

Minutes to first review
Material issues missed
Unsupported suggested clauses
Redlines accepted by the responsible lawyer
Access or confidentiality incidents

Proof to request from each vendor

Harvey

A live walkthrough using representative but non-sensitive matter data: selected sources, prompts, citations, draft or table output, factual and legal review, exception handling, export, correction, and final human approval
A source and model matrix for the intended subscription, jurisdiction, task, and data type, including currentness, source coverage, citations, regional knowledge availability, provider changes, known limitations, and how the buyer can verify an answer
A role, workspace, ethical-wall, guest, integration, document, prompt, export, audit-log, admin, workflow-builder, publishing-approval, and emergency-access matrix for the buyer's actual deployment
The current security and privacy package for the selected region and agreement: DPA, subprocessors, AI-provider terms, retention and deletion, encryption, SSO, RBAC, audit/export, incident response, data residency, support access, and independent reports
A written commercial proposal that identifies included products, user or usage metric, knowledge sources, integrations, implementation, training, support, pilot scope, term, renewal, cancellation, data export, deletion, and transition assistance

Crosby

The exact engagement and attorney-responsibility model for our entity, matters, jurisdictions, contract types, negotiation authority, conflicts, malpractice coverage, escalation, client communications, and final sign-off
A representative end-to-end walkthrough: intake, document and business-context handling, use of preferences or precedent, proposed redline, lawyer review, exception routing, buyer approval, counterparty communication, correction, audit record, and emergency stop
Current security and data-processing evidence for the proposed service: DPA, confidentiality and privilege treatment, model and subprocessor list, geography, data residency, retention, deletion, backups, support access, encryption, access controls, incident notification, export, and termination assistance
A commercial proposal that identifies per-document fixed rates, included document classes and complexity, volume commitments, turnaround targets, out-of-scope and urgent-work treatment, onboarding, integrations, invoicing, renewal, cancellation, and migration or record-return terms
A controlled pilot comparison against current counsel measuring time to first response and signature, material issue detection, missed issues, legal-owner rework and override rate, business exceptions, approval completeness, stakeholder satisfaction, cost per completed document, and incidents

Lawhive

A written engagement map for the proposed matter: contracting entity, responsible and supervising attorney, jurisdiction and bar admission, local co-counsel where applicable, practice-area scope, conflicts process, attorney-client relationship trigger, Limited Scope Agreement, fee, communications, complaints, termination, and file-transfer path
A controlled walkthrough of one proposed LegalOS workflow from intake or source document through data access, conflict and jurisdiction checks, AI preparation, citations or source support, attorney review, client communication, correction, audit record, access removal, and manual fallback
A matter-specific data and security package covering input categories, client confidentiality and privilege design, processors and model providers, training or reuse terms, data locations, retention, deletion, encryption, access roles, support access, call recording, incident commitments, audit evidence, export, and contractual controls
Written commercial terms that specify the scope and fixed fee or other price, exclusions, changes in scope, third-party costs, payment schedule, availability, attorney and support response expectations, cancellation, dispute process, and how an incomplete or unsuitable matter is handled
Pilot evidence for the buyer's own workflow: qualified-versus-rejected intake, conflicts and jurisdiction escalations, lawyer agreement and overrides, unsupported or hallucinated legal assertions, missed deadlines, client communications, record completeness, data access, and total attorney-plus-platform cost

Spellbook

A live test of one representative agreement showing the selected party, jurisdiction, deal context, review depth, playbook, citations or reasoning, every proposed redline and comment, tracked-change behavior, user edits, final lawyer approval, and handling of ambiguous or missing facts
A written data-flow and permissions map for Word, iManage, Google Drive, Google Docs, and every other enabled integration: fields and documents accessed, authorization model, ethical-wall behavior, uploads, retention, deletion, exports, logs, customer support access, third-party LLMs, subprocessors, model versions, residency, and incident handling
Current commercial and assurance materials: edition and feature matrix, price metric, trial-to-paid conversion, minimum term, implementation and training scope, usage limits and overages, renewal and cancellation terms, SOC 2 report and scope if available, DPA, subprocessor list, penetration-test summary, uptime or support commitments, and termination assistance
A blind or double-reviewed pilot sample with agreement type, counterparty posture, jurisdiction, reviewer, issue severity, false positives, missed material issues, redlines accepted or rejected, time to first pass, time to final approval, escalation rate, and outcomes from adversarial or unusual clauses

Luminance

A tenant-specific demonstration using representative and adversarial agreements: data ingestion, clause comparison, suggested redline, rationale or source context, checklist, exception, human override, approval trail, outbound communication, correction, audit export, and rollback
An authority and integration matrix for the purchased edition: Word and Microsoft 365 behavior, contract repository and API connections, data read or written, user and service permissions, SSO, MFA, RBAC, division access, logs, export, revocation, offboarding, error paths, and emergency disablement
Current security and data-processing evidence: ISO 27001 certificate scope, SOC 2 Type 2 report and bridge letter if available, penetration-test scope, DPA, subprocessor and model-provider list, AWS region and residency commitments, encryption, retention, backup, deletion, support access, incident notice, and legal-hold handling
Commercial terms for the required modules and usage: pricing metric, minimum term, proof-of-value scope, implementation and training, support and uptime commitments, renewal, cancellation, data export, migration assistance, and autonomous-negotiation limits
A controlled pilot comparison against lawyer-reviewed baselines measuring time to first pass, time to signature, material-issue recall, false positives, missed clauses, acceptance and rework of proposed changes, exception volume, approval completeness, access incidents, and legal-owner confidence

Legora

A representative walkthrough from matter intake through document or source upload, playbook and workflow configuration, generation or review, source links, exception routing, lawyer approval, export, audit record, correction, rollback, and access revocation
A current product and integration matrix covering Word, desktop, browser, mobile, APIs, document repositories, legal-content sources, read and write permissions, roles, service accounts, logs, exports, and how each connection is disabled
The proposed DPA, security package, model and subprocessor list, data locations, encryption, access controls, retention, deletion, backup, legal-hold, support-access, incident, confidentiality, privilege, and audit-report terms applicable to our edition and region
A commercial proposal specifying package, licensing or consumption unit, implementation, legal-content and integration costs, workflow limits, support, training, renewal, cancellation, document and data export, and transition assistance
A time-boxed pilot using representative standard and difficult matters, independently measuring legal-owner agreement, material-issue coverage, source accuracy, false positives, missed issues, rework, exception age, approval completeness, turnaround, and correction time

Ironclad

A representative walkthrough from third-party-paper intake through data extraction, Playbook setup, suggested redlines, clause approval, version history, exception routing, export, correction, role revocation, and emergency disablement
A tenant-specific matrix for Jurist, AI Assist, Word, APIs, storage, CRM, procurement, eSignature, and other integrations that shows read, write, send, sign, share, logging, retention, service-account, and permission boundaries
Current contractual security evidence for the buyer's region and edition: DPA, subprocessor and model-provider list, data and support locations, retention, deletion, backups, legal holds, encryption, SSO, RBAC, audit logs, incident commitments, and assurance-report scope
An itemised commercial proposal covering products and modules, user or consumption unit, implementation, integrations, success plan, usage limits, support, renewal, cancellation, document and data export, and transition assistance
A time-boxed pilot on representative routine and difficult agreements that independently measures material-issue coverage, accepted redlines, false positives, missed issues, exception age, legal-owner overrides, turnaround, correction time, access events, and total deployed cost

Robin AI

A live walkthrough of a representative contract from Word intake through playbook selection, proposed markup, user acceptance or rejection, exception routing, version comparison, record retention, export, access revocation, and recovery
A written explanation of what each edition, role, integration, model, subprocessor, data store, support channel, and administrator can read, write, retain, share, export, log, or disable
The current security package and negotiated data terms: certification reports and scope, DPA, model-training and improvement rights, confidentiality and privilege treatment, retention, deletion, backup, residency, support access, incident terms, audit logs, and export rights
A commercial proposal that specifies user or other pricing unit, trial conditions, included modules, implementation, training, support, usage limits, renewal, cancellation, document and metadata export, and transition assistance
A time-boxed pilot on standard and difficult agreements that independently measures legal-owner agreement, material-issue coverage, false positives, missed issues, rework, exception age, turnaround, approval completeness, and correction time

Juro

A live walkthrough of a representative agreement from intake through playbook selection, AI review, role-specific actions, approval routing, Word or connected-workflow handoff, version history, exception escalation, export, access revocation, and recovery
A written permissions and data-flow matrix for every planned role, integration, API, model provider, administrator, and support path: what it can read, write, share, retain, train on, log, export, delete, or disable
The current security and data-processing package for the proposed region and edition: SOC 2 Type II report and scope, DPA, subprocessor and model-provider list, retention, deletion, backup, residency, encryption, SSO, RBAC, audit logs, incident commitments, confidentiality and privilege treatment
A commercial proposal separating contract-volume pricing, AI or usage limits, included modules, paid integrations, implementation, support, training, renewal, cancellation, document and metadata export, and transition assistance
A time-boxed parallel pilot using standard and difficult agreements to measure material-issue coverage, legal-owner agreement, false positives, missed issues, rework, exception age, turnaround, approval completeness, and correction time

LinkSquares

A tenant-specific walkthrough of a representative agreement from intake through template or playbook selection, AI analysis or drafting, cited source text, tracked change, reviewer decision, approval route, version history, external handoff, audit evidence, export, disablement, and manual fallback
A test set of standard, incomplete, conflicting, negotiated, jurisdiction-specific, privacy, security, IP, indemnity, limitation-of-liability, governing-law, missing-clause, scanned-document, multi-language if applicable, and adversarial-instruction cases scored by the buyer's legal owners
A role and access matrix for every administrator, legal user, business requester, reviewer, approver, signer, API key, integration, support path, and offboarded user, covering agreement visibility, create, read, edit, delete, approve, export, audit, and recovery rights
The current contracted security and privacy package for the selected modules and region: SOC 2 Type II report and scope, DPA, subprocessor and model-provider information, data flow, retention and deletion, encryption, SSO, audit logs, backup, incident, support-access, export, and transition terms
A written commercial proposal separating platform and module fees, user or agreement volume, AI or API entitlements, implementation, onboarding, integrations, support, term, renewal, cancellation, document and metadata export, data deletion, and transition assistance

Leah Legal

A buyer-specific demonstration from intake through classification, clause comparison, risk/severity rule, cited finding, Word redline, attorney decision, exception handling, approval, audit-log export, correction, access revocation, and manual fallback
A blind evaluation using the buyer's approved and rejected agreements, including non-standard drafting, conflicting terms, scans, tables, missing schedules, multiple jurisdictions, privilege-sensitive material, and deliberately adversarial clauses; score precision, recall, false confidence, reviewer time, and escalation quality
A source-to-action permission map for every connected CLM, document store, Microsoft 365 workspace, matter system, e-signature system, research source, and API: fields read, fields written, service accounts, roles, approval gates, audit logs, retention, retries, rollback, and support access
Current contractual and assurance evidence for the selected deployment: DPA, master terms, subprocessors and model providers, data residency, training and retention terms, SSO, RBAC, audit-log retention, SOC or ISO scope, penetration-test information, incident terms, export, deletion, and continuity commitments
A commercial proposal that separates platform, implementation, configuration, data migration, integrations, users, agents or workflow limits, model usage, pilot terms, support, renewal, cancellation, export, and transition assistance

LegalOn

A tenant-specific walkthrough from intake through document upload, playbook selection, related-document context, cited source text, generated redline preview, reviewer change, approval, version history, external handoff, access revocation, export, disablement, and manual fallback
A buyer-owned test set of standard, incomplete, conflicting, negotiated, privacy, security, IP, indemnity, limitation-of-liability, governing-law, missing-clause, scanned-document, table, multi-document, wrong-playbook, misleading-instruction, access-denied, and recovery cases scored by accountable legal reviewers
A role, document, and data-flow matrix for administrators, legal users, business requesters, approvers, support personnel, service accounts, integrations, and departed users, including create, view, edit, export, delete, audit, and emergency-stop rights
The current contracted security and privacy package for the selected suite and region: SOC 2 report and scope, ISO certificates, DPA, subprocessor and model-provider terms, data flow, retention and deletion, support access, SSO and MFA, audit logs, encryption, incident handling, backup, export, and transition commitments
A written proposal separating suite and add-on scope, licenses, agreement or storage limits, AI features, implementation, onboarding, playbook services, integrations, support, pilot, renewal, cancellation, export, deletion, and transition assistance

LawVu

A tenant-specific walkthrough of one agreement from intake through permission check, playbook selection, source reference, issue or redline review, approval, external handoff, version history, exception, disablement, and manual recovery
A buyer-owned test set covering standard and nonstandard agreements, incomplete requests, wrong playbooks, scanned or converted files, conflicting clauses, privacy, IP, indemnity, liability, governing-law, unauthorized-document, misleading-instruction, role-change, failed-workflow, export, and recovery cases
A role and action matrix for administrators, legal users, business users, approvers, support personnel, integrations, service accounts, and offboarded users, covering view, create, edit, approve, export, delete, workflow-change, and emergency-stop rights
The current contracted security and privacy package for the selected plan and region: SOC reports and scope, ISO certificate, DPA, subprocessors and model terms, data flow, residency, retention, deletion, encryption, SSO/SCIM, audit logs, support access, incident terms, export, and transition assistance
A written proposal separating plan, users, AI features, LawVu Draft, storage or usage limits, implementation, onboarding, integrations, support, pilot, renewal, cancellation, export, deletion, and transition costs