LinkSquares vs Workday Contract Lifecycle Management: how they compare in 2026
LinkSquares and Workday Contract Lifecycle Management are both contract lifecycle platforms for in house teams, one independent and one the Evisort technology Workday acquired in 2024. They differ most on AI assurance and on contract terms. Workday holds an accredited ISO/IEC 42001 certification for AI management, obtained as Evisort in October 2024, and a NIST AI Risk Management Framework attestation. A public SOC 3 report names its contract products in scope. LinkSquares holds SOC 2 Type II and ISO 27001 with no AI management certification. LinkSquares puts its SaaS Terms of Service, data processing addendum and SLA on its website, with a liability cap of a year of fees and a clause letting it train on anonymized, aggregated client data. Workday's product material links to no customer agreement and says nothing on training. LinkSquares also reports dated customer results and documents its API, Salesforce sync and connector for Claude, where Workday names its integrations without that detail.
At a glance
All 15 axes, side by side
The same grid applied to every vendor in the index, graded from public sources. Hover a grade to see what the letter means on that axis.
AI Centrality
How much of the product is actually AI. Whether the machine learning is the mechanism the buyer is paying for or a feature layered onto conventional software, and whether the vendor is specific about which is which.
Agents became the center of a 2026 platform rebuild, launched in May and generally available in June, so AI now drafts, redlines, researches and writes stakeholder updates inside the contract workflow. LinkAI, the engine behind it, extracts more than 120 data points from every agreement in Analyze, from renewal and termination dates to governing law, payment terms and liability caps. It also sorts each upload into one of 26 Smart Types. Those values feed reports, dashboards, event reminders and the Salesforce sync. The AI Legal Assistant redlines against playbooks, drafts amendments and answers legal questions, and a risk agent rates language against weighted criteria the customer defines. Smart OCR turns scans into text that can be read and filtered. The repository, approval routing, clause libraries, templates, signature and reporting still run as conventional software, and Smart Values are switched on or off during implementation.
Workday calls the platform AI native, and the Evisort product it grew from was built around AI. What Workday sells today is a full contract lifecycle platform, from intake and approval routing to signature and the repository. Those workflow and repository functions do not need generative AI and would still work without the models. The models drive OCR and AI ingestion, pretrained and custom extraction, AI redlining against a playbook and the Ask AI layer.
Citation Accuracy and Hallucination Disclosure
Whether the vendor publishes measured accuracy on citations and assertions, grounds output to primary sources, and says plainly what its system does when it does not know. Legal has a documented public record of fabricated citations reaching filed briefs, so an untested claim of accuracy is not evidence.
Extraction is claimed at 95 percent or better field level accuracy out of the box, and Smart OCR at 99 percent. Neither figure comes with a test set, a method or a breakdown by field or contract type. Each Smart Value carries a status in the product. A green light bulb marks a value the AI extracted with high confidence, and Not Present means the term is absent. Inconclusive marks a value the AI was not confident enough to extract, which the help center says needs further investigation. Values a manager edits by hand show a pencil icon. The AI Legal Assistant answers legal research questions from more than 100 public and government sources and cites where each answer came from. LinkSquares markets that research as free of the hallucination risk of generic AI tools. The sources themselves are not listed. The SaaS Terms of Service disclaim any warranty of accuracy.
Ask AI answers include links to the source documents, and extraction ties each term to the contract it came from. Workday says it improves prompt language for custom models so users need no prompt engineering skill. It also says applying multiple models to each task maximizes accuracy. It publishes no accuracy figure, hallucination rate, test set, evaluation method or independent benchmark.
Autonomy and Oversight Model
What the system decides on its own, what a lawyer must approve, and whether the vendor documents where the review point sits. A tool that drafts under review and a tool that files without one are different products and different risks.
The AI Legal Assistant applies playbook redlines in Suggesting mode, as tracked changes with a comment explaining each deviation. The user accepts or rejects them one by one or all at once, then saves a new version stamped with its date and time. LinkSquares must switch the Assistant on for an account, and an administrator grants access user by user. The May 2026 launch describes agents that act on contracts while legal teams keep review and decision making. The Workflow Builder Agent, introduced in September 2026, leaves the legal team in control of what goes live. Autonomous agents, first offered through a beta waitlist, identify upcoming auto renewals and expirations, summarize newly ingested contracts and review the repository for clauses that deviate from the organization's standards. The risk agent applies criteria the legal team names, defines and weights. LinkSquares sets no point at which an agent stops and hands work back to a lawyer, and does not say what happens after a wrong redline is accepted.
The platform includes agentic AI and automates routing and approval. AI redlining suggests targeted edits rather than applying them. Advanced administration offers custom roles and access settings, which govern who uses the product rather than what it decides alone. The product pages do not say what the agentic components run unaided, and they set no threshold at which a workflow stops or passes to a person. They describe no review step a lawyer must clear.
Operational and Outcome Evidence
Named, dated evidence that the product works in production at real firms or legal departments. Case studies with figures and identified customers count. Unattributed testimonials and launch announcements do not.
Named customers come with dated figures. Accession Risk Management Group, in a March 2026 case study, cut contracting time from more than 1,300 hours to 43 and legal queue times from about 197 hours to 55.5. Its legal leader, Katie Nagel, describes a $1.4 million return calculated on the executive dashboard against the team's blended rate. Softonic (September 2024) cut outside counsel spend by 40 percent, with sales reps executing NDAs themselves in a fifth of the time. OutSystems (May 2024) reports contract completion time down by more than 30 percent, and Commvault (January 2023) sales contract time to close down by 50 percent. A Forrester Total Economic Impact study, commissioned by LinkSquares and dated October 2025, built a composite organization from five decision makers. It found a 360 percent return over three years, a $2.1 million net present value and payback in under six months. LinkSquares counts more than 1,200 customers, naming DraftKings, TIME and ProPharma.
Quantified claims for the product carry a footnote saying they rest on select customer stories and on average results from Workday Contract Intelligence. A named practitioner at Harbor Global gives an attributed endorsement. The product pages pair no named customer with figures and a date, and carry no case study with measured results. Four customer names from before the acquisition, among them Microsoft and McKesson, appear only in older Evisort material.
Privilege and Confidentiality Posture
How client confidences are handled: attorney client privilege and work product treatment, segregation of one client matter from another, whether client data trains any model, and what the vendor commits to in writing rather than in marketing.
Section 5.2 of LinkSquares' SaaS Terms of Service gives LinkSquares an irrevocable right to use client data, during the term and after it, in aggregated and anonymized form. The permitted uses are research, benchmarking and improving and training its AI algorithms and machine learning models. Confidential information and anything that could identify the client are excluded. Custom Smart Values are built by LinkSquares' data science team using the customer's own agreements. LinkSquares' AI pages say contract data is never shared with or used to train third party language model providers, and that none of it is retained by them. The terms make client data the client's property and return or destroy it on request within 90 days after termination. Customers can manage their own encryption keys in AWS and cut off LinkSquares' access at any time. The AI Legal Assistant page says attorney client confidentiality is protected at every stage, and the terms carry no clause on privilege or work product.
The product pages cite responsible AI safeguards backed by ISO 42001, 27001 and 27701. ISO 27701 is a privacy information management standard, and the pages give no other privacy position. Workday also offers access controls by role. The pages do not say how customers or matters are kept apart or how attorney client privilege and work product are treated. They also leave training and retention unaddressed. The repository is meant to hold every executed agreement across legal, HR, finance and M and A.
UPL and Professional Responsibility Posture
Whether the vendor is clear that it supplies a tool rather than legal advice, who its audience is, and how it addresses unauthorized practice of law, competence and supervision duties, and jurisdiction limits. ABA Formal Opinion 512 is the reference point. Where the advice line is not the duty a product raises, the axis is read through the nearest professional duty it does raise: judicial conduct rules and the reviewing duty for products sold only to courts, and the duty to bill for time actually spent for products that draft time entries.
LinkSquares sells to in house legal teams and to the sales, procurement, finance and HR staff who request and sign contracts through it. Its AI Legal Assistant now answers legal research questions, drafts amendments and redlines contracts. The only statement on legal advice in LinkSquares' terms covers onboarding, where the Onboarding Services Terms say those services do not constitute legal advice or counsel. The SaaS Terms of Service and the AI pages carry no equivalent statement for AI output. Nothing ties the Assistant's research answers to a lawyer's review, and its page markets the research feature to compliance teams checking contract language against current regulations. LinkSquares sets no jurisdiction limits for research, and its help center lists English as the platform's only language.
The datasheet says contract data should be open to teams across the business. It describes Ask AI as letting users across the enterprise ask questions and act with confidence on the answers, so people outside legal are meant to act on the analysis. The datasheet and product pages take no position on legal advice as against tooling, on competence or supervision duties, or on limits by jurisdiction.
AI Governance and Bias Disclosure
Published governance over model behavior: who owns it inside the vendor, what is tested before release, and what is disclosed about disparate output across matter types, parties, or populations.
LinkSquares describes LinkAI as carefully designed with governance in mind and keeps AI features off until LinkSquares enables them and an administrator grants access. It sets out no AI policy, responsible AI principles, named owner for model behavior, release testing, model cards or bias testing, and holds no ISO/IEC 42001 certification. Risk criteria for the risk agent are written and weighted by the customer, so the standard that agent applies is set by the legal team. Section 5.2 of the SaaS Terms of Service lets LinkSquares train its models on anonymized, aggregated client data without describing how that training is reviewed. The annual SOC 2 Type II and ISO 27001 audits cover information security rather than model behavior. Nothing describes how extraction or redline quality varies across contract types, drafting styles or the languages the help center says the platform does not support.
The platform holds an accredited ISO/IEC 42001 certification, achieved as Evisort in October 2024 and carried forward under Workday, with Schellman as the certifying body. Workday's compliance page also carries a NIST AI Risk Management Framework attestation. That attestation covers the design, development, use and evaluation of AI products rather than the management system alone. Workday publishes no results of testing before release and names no owner for model governance. It discloses nothing on uneven output across matter types, parties or populations.
AI Safety and Data Stewardship
Retention, deletion, access control, and what happens to prompts and documents after they are processed. Whether the vendor states its subprocessors and its incident practice, or leaves the buyer to assume.
LinkSquares' Data Processing Addendum covers GDPR, UK GDPR, the CCPA and PIPEDA, with the 2021 standard contractual clauses for transfers. It points to a subprocessor list in the help center that requires a login. A new subprocessor comes with at least 10 calendar days' notice before it processes EU personal data, and 5 days to object. The Security Addendum commits LinkSquares to notify the client without undue delay of unauthorized use of client data, with no period in hours. It also keeps records of staff access to client data for at least 90 days. Data is encrypted with TLS 1.2 in transit and AES 256 at rest, and customers can hold their own keys through AWS Key Management Service. The terms return or destroy client data on request within 90 days after termination, while one archival copy may be kept. The audit log keeps 365 days of activity by default, longer on request. No retention period is set for AI output during the term.
Workday describes its stewardship practice for the company as a whole rather than for the contract products. It screens subprocessors as a standing practice, encrypts database and transaction log backups, and uses TLS to protect network traffic against eavesdropping and tampering. Workday's cloud security and privacy certifications support these practices. Backups are retained for a period that Workday says varies by system, with no figure given. That material names no subprocessors and sets no retention period or deletion control for contracts, prompts and Ask AI outputs. It describes no breach notification practice.
AI Liability and Recourse
What the vendor stands behind contractually when its output is wrong. Indemnities, caps, carve outs, insurance, and whether any of it is published or only reachable through a negotiated agreement.
LinkSquares' SaaS Terms of Service, governed by Massachusetts law, cap each party's total liability at the fees paid or payable in the year the claim arose. They exclude indirect, consequential and punitive damages, except for gross negligence or willful misconduct, and cap liability for early access and evaluation products at the greater of those fees or $100. LinkSquares defends the client against third party intellectual property claims about the services, excluding claims arising from client data, combinations and misuse, and the client indemnifies LinkSquares against claims arising from client data. The warranty covers only the functions described in the order form, with correction as the sole remedy, and everything else, accuracy included, is disclaimed as is. The Standard SLA targets 99.5 percent monthly availability, with credits of 1 to 5 percent of the annual price. No term addresses AI output, and no insurance is stated.
Loss from wrong output has no stated owner in Workday's datasheet, its product overview pages in three regional editions or its newsroom, which are all product marketing. They state no indemnity, liability cap, carve out, warranty on output or insurance position. None of them links to a customer agreement.
Practice Systems Integration Depth
How deeply the product reaches into the systems legal work already lives in: document management such as iManage and NetDocuments, Word and Outlook, contract lifecycle management, matter management, e-billing, and court filing systems.
Integrations are documented in a public help center. The REST API, with keys an administrator issues, pulls Smart Values, terms, types, tags and parent child hierarchies from Analyze in bulk or by agreement. A date filter supports incremental syncs, results include only agreements the API user may view, and calls are limited to 15 a second, with an OpenAPI 3.0 specification available in the app. The Salesforce package pushes default and custom Smart Values into Salesforce records, with the liability cap fields excluded. Box, SharePoint, Dropbox, Google Drive, Egnyte and Amazon S3 connect as inbound syncs that ingest any contract added to a chosen folder, set up with LinkSquares' implementation team. A connector for Claude lets Team and Enterprise users create agreements, manage legal requests and look across the repository under their own LinkSquares permissions, once a Claude administrator enables it. Slack, a Word add in, DocuSign and Adobe Sign complete the set, and no iManage or NetDocuments connector exists.
Signature runs through Docusign or Adobe Sign, revenue data through Salesforce, and storage through Box, SharePoint and shared drives. Drafting runs in Microsoft Word 365. Workday cites an API and productized integrations, with self service configuration and enterprise administration controls. The platform aims to sync across existing repositories rather than require migration into a new one. The named integrations include no legal document management connector such as iManage or NetDocuments. The product pages offer no integrations index and do not document, for each integration, what moves in which direction or what an administrator sets up.
Deployment Model and Data Residency
Where the software runs and where the data sits. Multi tenant cloud, single tenant, private deployment, on premises, and whether region of residence is a published option or an enterprise conversation.
Multi tenant and single tenant options both run as software as a service on AWS, hosted in the United States. Customers can create their own AWS KMS key in the same region as their data and can revoke and restore LinkSquares' access at any time, knowing that a deleted key leaves the data unrecoverable. The privacy policy says data is transferred to and processed in the United States, and the Data Processing Addendum relies on standard contractual clauses for EU and UK data. No EU hosting region or on premises deployment is offered. LinkSquares does not say where its outside language models process content, and the Claude connector runs through Anthropic under Anthropic's own terms. Status for the agentic platform, Analyze, Finalize, Prioritize, the Word add in and the Salesforce integration is tracked on a public status page.
The platform is a multitenant SaaS application in which multiple customers share one physical instance of the service, according to Workday's security documentation. It also describes recovery point objectives. Workday names no hosting regions for this product and offers no residency choice for it. It does not say where processing happens as distinct from storage, or which regional infrastructure serves the contract products. Workday runs regional site editions, but none states a residency option.
Security Certifications and Trust Center
Independent attestation a buyer can pull without a sales call: SOC 2, ISO 27001, penetration test summaries, a trust center with current reports and named scope rather than a badge image.
LinkSquares' security page lists a SOC 2 Type 2 report, ISO 27001 and GDPR compliance, and its post quantum cryptography statement says both certifications are audited annually. The SaaS Terms of Service commit LinkSquares to independent SOC 2 Type II audits and penetration testing every year. No auditor, certification body or report period is named. Customers reach the security materials through a request form linked from the help center, and the Data Processing Addendum makes the SOC 2 Type II report available on written request. There is no self serve trust portal. Controls listed include AWS Security Hub, a web application firewall, DDoS protection, daily vulnerability scans, monitoring and incident response around the clock, customer managed encryption keys and audit logs.
A SOC 3 report for Workday Contract Intelligence and Contract Lifecycle Management is public. It gives an auditor's conclusion on this product without an agreement or access request. The TRUSTe Enterprise Privacy and Data Privacy Governance Practices Certification names the contract product in scope, with TRUSTe as third party verification agent under the Data Privacy Framework. That certification is benchmarked against five frameworks, among them the OECD Privacy Guidelines and GDPR. For Workday as a whole, ISO 27001, 27017 and 27018 certificates, SOC 1 and SOC 2 reports and an EU Cloud Code of Conduct adherence report are published. The SOC 2 covers any Workday system holding customer data. An independent third party audits it every year, and the report is open to customers and prospects. Workday does not name the auditing firm for the SOC reports.
Model Supply Chain Disclosure
Which models sit underneath, whose they are, where they run, and whether the vendor commits to telling customers when that changes. A legal buyer inherits every dependency it cannot see.
LinkAI combines LinkSquares' own models with outside large language models. The LinkAI page says LinkSquares pulls language models into its system alongside its in house models so that no customer data is shared with or retained by the providers. The February 2025 introduction of LinkAI described hundreds of proprietary models. LinkSquares says its extraction models are trained on more than 10 million real contracts with 6 million human annotations, and Custom Smart Values are trained on a customer's own agreements. It names none of the outside model providers or model versions, and the subprocessor list sits behind a login. LinkSquares notes that a customer's zero data retention agreement with Anthropic does not extend to traffic through its Claude connector. The DPA gives 10 days' notice of new subprocessors, with no separate notice of model changes.
Workday runs a proprietary large language model fine tuned for contracts. An orchestration layer applies multiple large language models to particular tasks, combining traditional, generative and agentic techniques. Workday owns one model layer and calls on others. Its product material does not identify those external models or their providers, or say where they run. It makes no commitment to tell customers when the supply chain changes.
Commercial Transparency
Whether a buyer can learn what this costs without entering a sales process: published rates, the unit being charged, what sits behind an enterprise tier, and what implementation adds.
Subscription quotes depend on contract volume, user count, selected modules, implementation and onboarding support, and custom integrations or advanced features. Pricing is built from those units and that scope, with no numeric starting rate. Implementation and onboarding costs are included in the upfront discussion, and the product can expand with the customer's team. The platform combines contract intelligence, drafting, review, workflows, and business reporting, so the selected capabilities affect the package. A published per-user amount, fixed implementation fee, and standard price for each module are not available. The total therefore depends on the agreed configuration and contract volume.
No price, rate, unit of charge or tier structure is published for the contract products, and the product pages link to no pricing page. Every commercial path ends in a contact or demo request. Third party analysis describes pricing as quote based under Workday's enterprise model, with no public price list or free trial. It says contract volume, users, modules, integrations and any bundling with other Workday products drive the price. The same analysis says the product is now negotiated as part of the wider Workday platform rather than bought on its own, so it cannot be priced standalone.
Firm and Practice Coverage
Who the product is actually built for. AmLaw, midlaw, small firm and solo, in house departments, government and courts, and which practice areas are supported rather than merely claimed.
LinkSquares is built for in house legal teams and the business teams around them, with pages for legal, procurement and sales. Its use cases run from contract review and vendor management to M&A and data privacy compliance. Power users with full access are usually legal staff, while Standard users in collaborating departments get read access. Smart Types sort uploads into 26 agreement types, and LinkSquares says it supports every contract type from NDAs and MSAs to M&A agreements, including documents over 500 pages. The help center says the platform runs in English only, while the Smart OCR page claims it detects different languages. Named customers span media, gaming, software, insurance and life sciences, from TIME and DraftKings to Commvault, OutSystems, Accession and ProPharma. Law firm use is not covered, and the research feature names no jurisdictions.
Users span nine named business functions, among them legal, procurement and finance, and the buyers are corporate teams. The product covers the contract lifecycle from intake to storage. Workday publishes its full extraction schema, roughly 30 standard terms from assignment and change of control to liability cap and termination for convenience. Custom models handle any other term. Workday states no organization size the platform is not built for and no industry focus. Beyond the ingestion layer recognizing contract languages, it gives no jurisdiction or language coverage.
The 12 legal signals, side by side
Recorded rather than graded. These are the questions a practitioner has to answer before a tool touches a client matter, and the answers are taken from public material only.
Client Data in Training
Can material a lawyer puts into this product be used to train a model?
Section 5.2 of LinkSquares' SaaS Terms of Service gives LinkSquares an irrevocable right, during the term and after it, to use client data in aggregated and anonymized form. The permitted uses include improving its products and training its AI algorithms and machine learning models. Confidential information and anything that could identify the client are carved out, and no opt out is offered. Building Custom Smart Values also involves the data science team working with agreements supplied by that customer.
LinkSquares' AI pages say contract data and legal work product are never shared with or used to train third party language model providers, and that none of it is retained by them.
Customer content carries no stated training position either way across the product pages and datasheet. The ISO 42001 certification shows that an AI management system exists, not what its training position is.
Prompt and Output Retention
How long does the product keep what a lawyer typed, and can that be set to zero?
Language models are pulled into LinkSquares' own system, it says, so that no customer data is shared with or retained by the model providers. Inside the platform, no retention period applies to AI summaries, redlines, research answers or drafts during the term, and AI Legal Assistant drafts stay under Recent Drafts until a user removes them. After termination, section 8.3 of the SaaS Terms of Service returns or destroys client data on request within 90 days, while LinkSquares may keep one archival copy and need not purge backups.
The audit log keeps 365 days of activity by default. For the Claude connector, a customer's zero data retention agreement with Anthropic does not cover connector traffic.
The platform is a system of record that syncs continuously with existing repositories. The product pages do not say how long contracts, prompts, Ask AI conversations or generated outputs are kept. They also do not say whether a customer controls the retention window or can delete material.
Ethical Walls and Matter Segregation
Does retrieval respect the firm’s ethical walls, or can the model read across them?
Access is governed by the product's own permission model, documented in its help center. Analyze has Power, Standard and IT Admin user types with Administrator, Manager and Standard permission levels, and administrators can create unlimited custom roles that allow or restrict access by agreement type and tag. Finalize has five license types with their own permissions. The API returns only agreements the API user may view, and the Claude connector inherits each user's LinkSquares permissions.
Legal, sales, procurement and finance users share one instance, and LinkSquares describes no ethical wall, matter level barrier or inheritance of permissions from a document management system.
The datasheet says advanced administration allows custom user roles and access controls for enterprise provisioning and security. It describes no roles or scoping rules and does not say how the controls are enforced. Nor does it say whether Ask AI and repository lookups respect those controls for each user at query time. The product is built to open contract data across business functions. No document management integration supplies permissions for it to inherit.
Third Party Request and Subpoena Notice
If someone subpoenas the vendor for a firm’s data, does the firm hear about it first?
LinkSquares' SaaS Terms of Service let either party disclose confidential information when law, rule or order requires it. Where reasonably practicable and legally permissible, the disclosing party must give prior written notice so the other can seek a protective order, and must disclose no more than necessary. The privacy policy, last updated February 2026, allows disclosure in response to a subpoena, a warrant or a court or regulatory order.
The Data Processing Addendum's standard contractual clauses govern public authority requests for EU personal data. LinkSquares issues no transparency report.
Notice of a government or law enforcement request for customer data is not promised on the product pages, which link to no transparency report. They also link to no customer agreement or data processing agreement, which is where such a clause would sit.
Primary Law Corpus Provenance
Where does the law in this product come from, and does the vendor have the right to use it?
LinkSquares describes its extraction models as trained on more than 10 million real contracts with 6 million human annotations, rather than on templates. It does not say where the contracts came from or on what rights basis they are used. Section 5.2 of its terms adds anonymized, aggregated client data to the training material, and Custom Smart Values train on a customer's own agreements. The AI Legal Assistant answers research questions from more than 100 public and government sources and cites each answer, without listing the sources or saying how often they are refreshed.
The product holds no primary law collection. Retrieval runs against the customer's own contracts, synced from shared drives, cloud repositories and enterprise systems, so their provenance is the customer's. Third party material from before the acquisition described the proprietary contract model as trained on a collection of public contracts and legal documents. Workday's current material gives no scale, source or license basis for that training set.
Good Law Verification
Does the product tell you when the authority it just cited has been overruled?
The AI Legal Assistant answers legal research questions with citations to public and government sources, and LinkSquares markets it for checking contract language against current regulations. LinkSquares names no citator and describes no check of whether a cited statute, regulation or case is still good law. The rest of the platform extracts and compares contract terms rather than citing authority, and playbook rules come from the customer's own templates and drafting rules.
The Assistant can generate playbook rules from an existing template, and nothing marks a clause or rule for review after the law behind it changes.
The product works on the customer's own agreements and has no case law research feature. Workday describes no treatment signal or check of later history and names no citator license. Governing law is captured as an extracted term. That term identifies the law that applies to a contract, not whether any authority is still good law.
Refusal and Uncertainty Behavior
What does the product do when the answer is not in the corpus?
Each Smart Value in Analyze carries a status. Inconclusive, shown as a blue light bulb, marks a value the AI was not confident enough to extract and that needs further investigation. Not Present records a term the AI judged absent from the agreement. Values a manager or administrator corrects show a pencil icon, and Smart Types mark an agreement Uncategorized when its type cannot be determined. The AI Legal Assistant has no described abstention path for research questions, and LinkSquares gives no confidence measure for redlines or drafts.
Workday says Ask AI returns clear, reasoned answers with source links. It does not describe what Ask AI does when the contracts do not support an answer, and the product shows the user no path to decline and no confidence signal. A text quality field among the extracted terms flags poor scans rather than low confidence in an answer.
Fabricated Citation Record
Does a public court record exist addressing fabricated or hallucinated legal citations in output from this product?
The AI Hallucination Cases database maintained by Damien Charlotin, which records court decisions worldwide that address hallucinated AI content and the tool involved where known, has no entry naming LinkSquares or LinkAI. The AI Legal Assistant answers legal research questions with citations to public and government sources, while the rest of LinkSquares works on contracts rather than court filings.
The AI Hallucination Cases database maintained by Damien Charlotin tracks court decisions worldwide involving hallucinated AI content and records the tool implicated where known. It records no court order, opinion or disciplinary record naming Workday's contract products or their Evisort predecessor. Published 2026 sanctions summaries and secondary trackers do not name them either.
Bar Guidance Alignment
Has the vendor engaged in public with the ethics opinions its buyers are bound by?
LinkSquares names no bar opinion, ethics rule or professional conduct guidance, although its AI Legal Assistant answers legal research questions and its pages address general counsel, legal operations and compliance teams. The only statement on legal advice in its terms appears in the Onboarding Services Terms, which say onboarding services do not constitute legal advice or counsel. The AI Legal Assistant page says attorney client confidentiality is protected at every stage, without tying that to a professional rule.
Its research feature is offered to compliance teams and to legal operations staff as well as lawyers, with no guidance on supervising answers before they are relied on.
ABA Formal Opinion 512, state bar guidance and other bar or ethics guidance get no engagement from the product. Workday frames its responsible AI material around its ISO 42001 certification. That certification governs Workday's own AI management system, not the professional duties of the lawyers among its users.
Billing and Fee Posture
Does the vendor address what happens to the bill when the work takes an hour instead of six?
LinkSquares is bought by in house legal teams to run their company's own contracts, so AI assisted work does not reach a client bill. Its savings claims address the buyer's own costs. Softonic cut outside counsel spend by 40 percent, Accession calculated a $1.4 million return against its legal team's blended rate, and the commissioned Forrester study found a 360 percent return over three years. The executive dashboard in Finalize lets a legal team value its own time this way.
Comparison pages and case studies speak to general counsel and legal operations leaders rather than to firms billing clients, and law firm use is not covered.
Workday claims dramatically faster contract turnaround at lower cost, with quantified results footnoted to select customer stories. The buyers are in house and business teams that do not bill clients by the hour, so the savings are enterprise cost rather than billable time. The product pages describe no per matter record of AI assisted work for fee purposes and give no guidance on billing or client disclosure.
Outside Counsel Guideline Readiness
Can a firm get this vendor through a client’s AI clause without a bespoke negotiation?
LinkSquares' Data Processing Addendum, Security Addendum, Standard SLA and SaaS Terms of Service can all be read without an agreement. The subprocessor list the DPA points to sits in a help center article that requires a login. SOC 2 and security reports come through a request form, and the DPA also makes the SOC 2 Type II report available on written request. LinkSquares does not name the outside language models behind LinkAI, so a legal department cannot hand its own stakeholders a model provider list from LinkSquares' open material. New subprocessors come with at least 10 days' notice and 5 days to object.
Workday publishes its ISO certifications, including the accredited AI certification with Schellman as the certifying body. The product pages carry no subprocessor list, no statement of which model providers see customer content, no data processing agreement and no client consent and notification pack.
Court Disclosure Support
If a judge’s standing order requires an AI disclosure, can the product produce one?
Activity goes into an audit log that administrators filter by event, date and user and download as a spreadsheet, kept 365 days by default and longer on request. AI Legal Assistant redlines arrive as tracked changes with a comment explaining each deviation, and accepted changes save as a new version with its date and time. Smart Values show whether the AI extracted a value or a person entered it. Nothing records which model produced an output, and LinkSquares offers no disclosure template, since its output is contracts and reports rather than court filings.
Ask AI answers link to their sources, extraction ties each term back to its agreement, and workflow automation logs routing and approvals for each contract. Together they let a reader trace what was relied on. No export per document brings together the model used, the sources retrieved and human verification. Several unnamed models work on each task, so the product could not state the model used in any case.
The questions both sides leave open
Derived from the records above rather than written, so it cannot favor either vendor. Take these into both conversations and ask each side the same question.
- Primary Law Corpus Provenance
- Good Law Verification
- Bar Guidance Alignment
Which one fits
Choose LinkSquares if
- You want dated results from named customers. Accession reports contracting time cut from more than 1,300 hours to 43 in a March 2026 case study. Softonic reports a 40 percent cut in outside counsel spend, and OutSystems contract completion more than 30 percent faster. A Forrester study commissioned by LinkSquares found a 360 percent return over three years and payback in under six months.
- You want the contract terms before you sign. LinkSquares' SaaS Terms of Service cap liability at the fees for the year of the claim, defend customers against intellectual property claims and set a 99.5 percent availability target with service credits. They also let LinkSquares train its models on anonymized, aggregated client data, and its data processing addendum covers GDPR, UK GDPR, the CCPA and PIPEDA.
- Your contract data needs to reach other systems. LinkSquares' REST API returns Smart Values, tags and contract hierarchies with date filters for incremental syncs, and its Salesforce package pushes extracted values into Salesforce records. Box, SharePoint, Google Drive and Amazon S3 sync contracts in, and a connector lets Claude users work with the repository under their own permissions. Slack, a Word add in, DocuSign and Adobe Sign round out the set.
Choose Workday Contract Lifecycle Management if
- You want the AI itself certified by an accredited body. Workday holds ISO/IEC 42001 for AI management, obtained as Evisort in October 2024 with Schellman as the certifying body and carried forward under Workday. It also carries a NIST AI Risk Management Framework attestation covering the design, development, use and evaluation of its AI products. Workday names no owner for model governance.
- You want an auditor's conclusion you can read without asking. Workday makes a SOC 3 report naming Workday Contract Intelligence and Contract Lifecycle Management, powered by Evisort AI, available to anyone. Alongside it sit ISO 27001, ISO 27017 and ISO 27018 certificates and a TRUSTe privacy certification that names the contract product. The SOC 2 report for any Workday system holding customer data is audited every year and open to customers and prospects.
- You want to know exactly what the extraction will find. Workday lists its extraction schema in full, roughly 30 standard terms from assignment and change of control through liability cap, renewal type and termination for convenience. Customers build their own models for any other term, and the platform syncs across existing repositories such as Box, SharePoint, shared drives and Salesforce rather than requiring migration. OCR handles low quality scans and handwriting.
In summary
LinkSquares
LinkSquares is a Boston contract lifecycle management platform for in house legal teams, covering intake, drafting and approval in Finalize and a signed repository in Analyze. It relaunched in 2026 as an all agentic platform with an AI Legal Assistant that redlines against playbooks, drafts amendments and answers legal research questions with citations. According to the AI Legal Index, LinkAI extracts more than 100 Smart Values from every agreement, and LinkSquares claims 95 percent or better field level accuracy without a method behind it. Its SaaS Terms of Service cap liability at a year of fees and let it train its models on anonymized, aggregated client data. Accession, Softonic and OutSystems report dated results.
Workday Contract Lifecycle Management
Workday Contract Lifecycle Management is an enterprise contract platform sold alongside Workday Contract Intelligence, both powered by Evisort AI. It covers intake, drafting, AI redlining against a corporate playbook, negotiation, approval routing, signature and a unified repository, and is sold to nine business functions, among them legal, procurement and finance. The AI Legal Index records an accredited ISO/IEC 42001 certification obtained as Evisort in October 2024 and a NIST AI Risk Management Framework attestation. A public SOC 3 report names the product in its scope. Its product pages state no training position, retention period or price. Workday acquired Evisort in 2024.
Questions buyers ask
LinkSquares vs Workday Contract Lifecycle Management: which is better for an in house team?
Workday suits a team whose procurement review centers on AI assurance, with an ISO/IEC 42001 certification, a NIST AI Risk Management Framework attestation and a public SOC 3 report naming the product. LinkSquares suits a team that wants to read the customer terms before signing, see dated customer results and connect a documented API, Salesforce sync and Claude connector. Its terms allow training on anonymized, aggregated data. Both quote prices. From the AI Legal Index, based on each vendor's own published materials as of October 10, 2026. No vendor pays for placement.
Which one holds an AI certification?
Workday does. It holds an accredited ISO/IEC 42001 certification for AI management, obtained as Evisort in October 2024 with Schellman as the certifying body, and a NIST AI Risk Management Framework attestation. LinkSquares holds ISO 27001 and SOC 2 Type II, both security standards, and sets out no AI policy, testing regime or accountable owner for its own models. Workday's certification governs its own AI management system rather than the professional duties of the lawyers who use the product. From the AI Legal Index, based on each vendor's own published materials as of October 10, 2026. No vendor pays for placement.
Do either say whether customer contracts train their models?
LinkSquares does, in its SaaS Terms of Service, which let it use client data in aggregated and anonymized form to improve and train its AI algorithms and machine learning models. Its AI pages add that contract data never trains third party model providers. Workday's product pages say nothing in either direction, although Workday describes a proprietary model fine tuned for contracts. Its AI management certification does not state a training position either. From the AI Legal Index, based on each vendor's own published materials as of October 10, 2026. No vendor pays for placement.
What does Workday's contract AI extract?
Workday lists the schema rather than describing it. Roughly 30 standard terms are named, running from assignment and change of control through liability cap, non compete, renewal type and termination for convenience. Customers can create custom models for any term outside that set. Ingestion includes OCR that handles low quality scans and handwriting, and the Ask AI layer returns answers with links to the source documents behind them. A text quality field flags poor scans. From the AI Legal Index, based on each vendor's own published materials as of October 10, 2026. No vendor pays for placement.
What do LinkSquares and Workday both leave unpublished?
Neither shows a price. Neither names the outside models or providers behind its AI, and Workday applies multiple unnamed models through an orchestration layer. Neither gives an accuracy figure with a method behind it, and neither sets a retention period for prompts or AI output. Neither offers an indemnity for AI output or states an insurance position, and LinkSquares' cap of a year of fees is the only liability term between them. LinkSquares hosts in the United States only, and Workday names no hosting region. From the AI Legal Index, based on each vendor's own published materials as of October 10, 2026. No vendor pays for placement.
Neither vendor paid for inclusion, placement or a grade, and neither reviewed this page before it published. Everything on it comes from public material on the dates shown. How the index grades.
The Workday record draws on product material, and its liability, retention and third party request terms may sit in a corporate legal center that its product pages do not link to. On LinkSquares, the outside model providers are not named and the subprocessor list sits behind a login, while its terms expressly allow training on anonymized, aggregated client data. LinkSquares' 95 percent accuracy figure appears on a comparison page without a test set or method. LinkSquares' security reports come through a request form, while Workday's SOC 3 report can be read without one. Workday's backups follow retention periods that vary by system. Neither vendor reviewed this page.