CaseGlide vs CounselLink+: how they compare in 2026
CaseGlide and CounselLink+, which LexisNexis owns, both manage litigation matters and outside counsel spend for corporate legal and claims teams, with AI on top. CaseGlide sits in the top two bands on nine of fifteen axes and CounselLink+ on eight of fifteen, identical on nine. CaseGlide's lead is how its AI is bounded. Every fact its Case Clerk AI extracts traces to the counsel report it came from, chronology entries link to page and line, and it states that it never predicts verdicts. Its published agreement adds breach notice, an intellectual property indemnity and 5 million dollars of errors and omissions cover. That agreement predates its AI and reserves use of customer data in aggregated, anonymized form. CounselLink+ counters with reach into the LexisNexis estate and a stated location. Contracts can be edited from Microsoft Word, Protégé and Lex Machina are embedded, and its terms state that all data is processed in the United States. LexisNexis states that it removes identifying details from Protégé interactions so it can improve performance.
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.
The AI does the reading and a matter management platform does the rest. Three named products carry the intelligence: Case Clerk AI turns defence counsel status reports into structured case facts, Chronicle AI assembles chronologies from the litigation record, and Chambers AI answers questions from the customer's own case history. Underneath them the published agreement describes matter management services for exchanging, monitoring, auditing and reporting on litigation with law firms, and e-billing services for invoice data, which are substantial products in their own right and would still run without a model. Verified 20 September 2026.
The models are the engine of a core capability layered on a product that would still function without them. Automated invoice review with billing-anomaly detection and predictive spend insight sit inside the spend management module the product page leads with, Protégé summarises matters and invoices with suggested actions, and AI Extraction reads signed contracts into structured fields. Remove them and e-billing, matter management, outside counsel management, the contract repository and workflows remain, which is the enterprise legal management product LexisNexis has sold under this name for years; the AI Extraction feature is described as optional and the marketing line is that the buyer keeps complete control over how and where AI is applied. Product page, CLM page and launch page read 6 September 2026.
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.
Grounding is documented product by product and accuracy is never measured. Every fact Case Clerk AI extracts stays traceable to the report it came from, with the vendor's stated rule that nothing enters the file without a source; every Chronicle AI entry links back to its source document by page and line; Chambers AI answers cite the case files they draw on. The vendor argues the point publicly, telling buyers to test traceability by clicking any output and asking to see the document, and saying that explanations and benchmark scores are not sources. No accuracy rate, error rate or evaluation is published, which the vendor treats as the right trade: it says reliable legal AI shows sources, not scores. Verified 20 September 2026.
Accuracy is asserted without measurement for the features this product ships. The AI features summarise matters and invoices, detect billing anomalies and extract seventy-five clause types and fifty-five fact types from contracts; no accuracy figure, test set or evaluation is published for any of them, and the published terms state that LexisNexis does not warrant that information available through the services is correct or accurate. The Protégé page describes grounding in exclusive LexisNexis sources refined by human professionals and a separate LexisNexis post describes citation-integrity measures in Lexis+ AI, but those concern the research product rather than the summaries and extractions graded here, and no scope statement connects them. Product pages, Protégé page and terms read 6 September 2026.
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.
Each product is bounded by a published rule about what it may not do, and the boundaries are categorical rather than aspirational. Case Clerk AI may not put a fact in the file without a traceable source; Chronicle AI entries must link to a source document, page and line; Chambers AI answers only from the customer's own case history and never benchmarks the customer against another portfolio; and the platform as a whole does not predict verdicts or score outcome risk, which the vendor states repeatedly and explains as a design choice, on the basis that unverifiable inference is where fabricated output hides. The oversight model follows from that: each product does one narrow checkable job, the source trail is the review surface, and the vendor's own formulation is that the AI reads and the customer's team decides. Verified 20 September 2026.
A written commitment that the models work alongside a reviewing person, with real review surfaces, short of the full control structure. The vendor states that AI Extraction is optional and that users maintain complete control over how and where AI is applied; Protégé produces snapshots with suggested action items for a person to act on; the CLM page describes automated workflows and smart routing that a legal team configures. Automated invoice review and anomaly detection run without a person in the loop and nothing states the threshold at which an anomaly is flagged or an invoice is held, and no route back after a wrong summary or extraction is described beyond the user's own correction. Product page, CLM page and launch page read 6 September 2026.
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.
Customers are shown as logos and results are shown as targets. Ten carrier and enterprise marks appear on the homepage, including American Integrity, Pure Insurance, Tower Hill, Velocity Risk and Schindler, under a claim of P&C carriers and Fortune 500 legal departments, with no deployment described and no customer quoted. The numbers presented are explicitly aspirational, labelled as targeted reductions of 10 per cent in defence spend, 5 per cent in settlements and 15 per cent in litigation volume, and the industry figure that frames them, 135 nuclear verdicts totalling 31.3 billion dollars in 2024, is market data rather than product evidence. Every product screen on the site is labelled as a fictional matter or fictional firm, which is candid and is also a demo rather than evidence. Verified 20 September 2026.
Testimonials stand in for named deployments. The product and CLM pages quote a legal assistant at a large enterprise technology company, an associate general counsel at an enterprise transportation services company and an unnamed reporting user, none identified by organisation and none with a figure; the aggregate claim of benchmark insight built on more than seventy-five billion dollars of legal spend data is a scale statement about the vendor's dataset rather than a customer outcome. A 2024 LegalTech Breakthrough award is named. No case study page was opened. Product pages read 6 September 2026.
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.
The confidentiality machinery is contractual and it is strong, with one gap that the vendor's own buying guidance names. The published terms, dated 12 August 2020, bind both parties to hold confidential information, including third-party confidential information such as material from law firms, to use it only for the purposes of the agreement, to restrict access to personnel with a need to know, and to return or destroy it on termination; compelled disclosure requires written notice to the other party first and a reasonable effort to obtain a protective order. The security article adds safeguards for non-public personal information, encryption, access clearances and background checks. The live definition of Confidential Information still carries a drafter's parenthetical asking whether third parties, especially law firms, are covered. What is missing is the clause the vendor tells buyers to demand of any AI litigation vendor: an explicit bar on customer data training models and a zero-retention commitment. The published agreement contains neither, and reserves the right to use customer data in aggregated and anonymised form. Verified 20 September 2026.
Substantive published commitments, one of them on privilege itself, short of the full picture. The published terms state that data submitted to the services may be confidential and may be subject to attorney-client privilege, and that if LexisNexis is legally compelled to disclose confidential or privileged information it will notify the affected parties so they can seek protective orders or other relief, which is privilege treatment in writing. Segregation at the level an in-house buyer requires is stated as role-based access controls with tailored permissions per user. On training the position is adverse: the Protégé page states that identifiable information is removed from AI interactions so that performance can be improved, and that customers decide whether their organisation's documents are used in AI responses, with no term in the published agreement barring training. Third-party model providers are not named on any surface read, and no retention or deletion commitment was located. Corporate subscribers are governed by an unpublished definitive agreement, which the terms say prevails. Terms, product page and Protégé page read 6 September 2026.
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.
The vendor takes a clear position on what its output is and leaves the legal judgement where it belongs. The published line is that CaseGlide makes the record legible and checkable and leaves the judgement with the customer's team, reinforced by the refusal to predict verdicts or score outcome risk, so the product informs a settlement decision without purporting to make it. The estate also engages the professional duties around it at length, publishing guidance on the verification duty, on keeping client data out of consumer-tier tools, and on how AI use bears on privilege. What is not published is a statement of who inside a claims or legal department may rely on an extracted fact without checking it, or any treatment of the supervision question for the non-lawyer claims staff who use the same file. Verified 20 September 2026.
A real position on advice versus tooling, short of the supervision dimension and with a jurisdiction statement that concerns marketing rather than practice. The published terms state that no attorney-client relationship is created, that LexisNexis does not provide, refer or offer legal advice, counsel or services, and that submitted data may be privileged; the buyer is a corporate legal or claims department. Nothing describes how the AI features support a supervising lawyer's duties beyond the user-control statement, and the only jurisdictional limit is that the services are operated from the United States with marketing directed to US entities. Terms and product page read 6 September 2026.
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.
The guardrails are published and the governance behind them is not. Each product carries a stated constraint, the platform refuses outcome prediction as a design choice, and the vendor publishes a framework for what buyers should demand of any AI vendor's data handling, which is a real public position on how AI should be built for this work. Nobody is named as accountable for model behaviour inside CaseGlide, nothing describes what is tested before a change ships, no evaluation results are published, and nothing addresses whether extraction quality varies by report style, firm or matter type. Checked the homepage, the platform page, two answer-library pages, the terms of service and the security section on 20 September 2026. Verified 20 September 2026.
Governance is described at the level of assurance without a framework, testing regime or accountable owner on the surfaces read. The Protégé page states enterprise-grade safeguards, ongoing security assessments and audits, user-controlled personalisation and removal of identifiable information from AI interactions, and the product page states that the buyer controls where AI is applied. No responsible AI framework, ISO 42001 or equivalent, pre-release testing description or statement about uneven output is published for this product, and any RELX-level AI principles were not read and would need a scope connector to count. Protégé page and product pages read 6 September 2026.
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.
The agreement, dated 12 August 2020, carries most of this, which is where a buyer can enforce it. CaseGlide commits to administrative, physical and technical safeguards and an information security programme for non-public personal information under the Gramm-Leach-Bliley Act, security clearances assigning specific access privileges, encryption of data collected, transmitted and stored, business continuity and backup, and background checks on personnel with access to customer data. On a security breach it commits to notify the customer promptly, estimate the effect, specify corrective action, investigate and report. Alongside that, SOC 2 audit coverage is claimed with documentation available on request. The gaps are retention and the supply chain: no retention window is stated for case data during the term, no subprocessor list is published, and no model provider is named. Verified 20 September 2026.
Some of the ground is covered and most is not, on the surfaces read. Access control is stated as role-based access with per-user permissions and SSL-protected transmission, and processing location is stated as the United States. No retention period, no deletion commitment, no sub-processor list and no incident-notification practice was located for this product; the published terms disclaim responsibility for compromise of data in transit and the LexisNexis privacy policy, which the terms incorporate, was not opened. Corporate subscribers hold an unpublished agreement that may carry these terms, which is the rebuttal route. Terms and product page read 6 September 2026.
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.
A real published allocation of risk, with the accuracy of the output carved out of it. The terms, dated 12 August 2020, give a services warranty of professional quality with re-performance as the exclusive remedy, an intellectual property indemnity running from CaseGlide to the customer with defined remedies, a mutual liability cap at the fees paid in the preceding twelve months, a one-year limitation period, and an insurance schedule the customer can rely on, including five million dollars of errors and omissions cover, five million of umbrella liability and commercial crime cover. Against that, the general disclaimer expressly excludes any warranty of data accuracy, so a wrong extraction or a missed deadline in a synced file is not covered by anything published. Verified 20 September 2026.
The allocation of loss is published and a buyer can read it before signing, and it places every loss on the buyer. The published terms provide the services as-is with all warranties disclaimed, including accuracy, and exclude liability for any loss, injury, claim or damage of any kind, direct or indirect, arising in any way from the services. There is no indemnity, no cap because nothing is admitted, no insurance and no warranty on output. The terms state that a corporate legal department with a definitive written subscription agreement is governed by that agreement instead, and that agreement is not published, so the position a paying enterprise actually holds is not readable here. Terms read 6 September 2026.
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.
The central integration is asserted and never specified. Syncing the case file back to the customer's claims system is presented as a defining feature on every page, and the estate says elsewhere that CaseGlide connects to accounts payable and ERP systems through APIs, but no claims system, policy administration system or ERP is named anywhere, and no API documentation, connector list or implementation detail was located. The Council engagement is offered specifically as a way to get value without credentials or API connections, which tells a buyer something about how much integration work the platform normally needs. Checked the homepage, the platform page, the answer library index, two answer pages and the terms on 20 September 2026. Verified 20 September 2026.
Real integrations with depth described for some. The Microsoft Word add-in lets users search, view and edit contracts without leaving Word; Practical Guidance templates, Lex Machina analytics and Protégé are described as embedded, and a Product Switcher gives one-click access to other LexisNexis subscriptions including Lexis+ AI. Enterprise system connections to ERP, procurement, CRM and document management are described by a third-party directory and not by the vendor on the surfaces read, so they are not credited; no integration documentation was opened and nothing states what syncs or in which direction beyond the Word add-in. Product page and CLM page read 6 September 2026.
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.
Nothing published states where the platform runs or where litigation data is held. No hosting provider, region, tenancy model or residency option appears on any page or in the agreement; the only related commitments are business continuity, disaster recovery and backup capabilities in accordance with industry standard practices. For a platform holding privileged defence counsel work product for carriers and Fortune 500 legal departments, a security reviewer has nothing published to start from. Checked the homepage, the platform page, the answer library, the terms of service and the security section on 20 September 2026. Verified 20 September 2026.
Cloud delivery with the processing location stated and the tenancy model not addressed. The published terms state that all data submitted into the services is processed in the United States and that LexisNexis acts as data processor; the product is described as cloud-based. No region outside the United States is offered, nothing states whether customers share infrastructure, and nothing describes what changes between plans. Terms and product page read 6 September 2026.
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.
The certification is stated with a route to the evidence, which is more than most. The site says CaseGlide is SOC 2 audited, that security documentation is available to the buyer's team on request, and that the vendor walks through it as part of every evaluation, under a heading that treats litigation data as privileged. The agreement backs it with substantive security obligations. What the top band asks for is still absent: no auditor is named, no report period or scope is published, there is no trust portal, and the claim is audited rather than a stated Type 2 certification with dates. Verified 20 September 2026.
Certification is stated on the product's own surface, short of a report reachable without asking. The product page answers a security question directly: as part of LexisNexis the product maintains procedures aligned with ISO 27001 and 27002 and COBIT and is audited annually for SSAE 18 SOC 2 Type 2, and separately that the platform aligns with SOC 2 standards across the five trust criteria. That is the child's own surface asserting coverage by the parent's programme, which is the connector the standing rule requires. No auditor, coverage period or report route is published, and no trust centre for this product was located. Product page read 6 September 2026.
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.
The vendor tells buyers to make every AI vendor name its models, and does not name its own. Its published guidance says a buyer should expect a two-part answer covering which foundation models the vendor uses and under what enterprise terms, and separately how customer data is treated. On its own estate the AI is described only by what each product reads and produces: no model, version or provider is identified, nothing states where inference runs, and no commitment to notify customers when the models change was located. Checked the homepage, the platform page, two answer-library pages and the terms on 20 September 2026. Verified 20 September 2026.
The vendor refers to AI without identifying what sits underneath on any surface read. The Protégé page describes extractive, generative and agentic AI built on exclusive LexisNexis sources, and the product page describes AI-powered review, extraction and summaries, but no model, provider, hosting location for inference or change-notification commitment is named for this product; the terms say only that data is processed in the United States. Any LexisNexis-level model disclosure for Lexis+ AI was not read and would need a scope connector to reach this product. Protégé page, product pages and terms read 6 September 2026.
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.
No price and no unit of charge is published. The agreement sets out how commercial terms work, fees in an ordering document, net 30 payment, one-year terms with automatic renewal and 180 days' notice not to renew, late charges at one and a half per cent a month, but never what anything costs or what it is charged per. The estate publishes a page on how to price matter management and e-billing software including costs, without pricing its own, and the Council engagement is quoted only as ten weeks and four to five hours of the customer's time. Checked the homepage, the platform page, the Council and answer library pages and the terms on 20 September 2026. Verified 20 September 2026.
No pricing information is published at any level. The product page states that LexisNexis can provide a quote based on the buyer's requirements and guidance on the most suitable subscription plan, and invites a demo; no unit of charge, tier name or figure appears on the product page, the CLM page, the launch page or the published terms. Read 6 September 2026.
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.
Two buyers are addressed on their own pages and the work is described precisely for each: corporate legal departments, aimed at general counsel, VPs of litigation and legal operations running a litigation portfolio, and property and casualty claims organisations, aimed at claims and litigation leaders working litigated claims alongside a claims system. The subject matter is defended litigation of the kind that produces nuclear verdicts, and the published answer library maps the territory in detail, from venue and jurisdiction risk to counsel selection, billing guideline enforcement and settlement timing. The limits are not drawn: nothing states which lines of business, matter types or jurisdictions the platform does not serve, or how it behaves where defence counsel do not report in prose. Verified 20 September 2026.
Segment and coverage are described with substance; the boundaries are partly stated. The buyer is corporate legal and claims departments, with outside counsel firms as registered counterparties on the e-billing side, and the CLM page addresses lean legal teams; the product covers spend, matters, vendors, legal holds and contracts. The published terms state the services are operated from the United States and directed to US entities, which is a stated boundary; no practice area, matter type or contract type is named as unsupported. Product pages and terms read 6 September 2026.
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?
The published Terms of Service, dated 12 August 2020, never mention training, models or AI. They give the customer ownership of its information and reserve CaseGlide's right to use customer data "to the extent such data is aggregated and anonymized": a data use right granted that never names training, and does not exclude it either. CaseGlide's own buyer guidance, updated July 2026, tells buyers to require an explicit contractual bar on their case data training any model, and says CaseGlide should be held to the same standard as any vendor.
The published terms predate Case Clerk AI, Chronicle AI and Chambers AI and contain no such bar. They also state that a signed Ordering Document prevails over them, and that document is not published.
Public material states that AI interactions are used to improve performance, with identifiable information removed first, and no matching term was located in the published agreement. The Protégé page, which describes the assistant embedded in this product, states that identifiable information is removed from AI interactions so that performance can be improved without compromising privacy, and that customers decide whether their organization's documents are used in AI responses.
The published website terms contain no training term either way; they permit sharing of aggregate data with no personally identifiable information and state that corporate subscribers are governed by an unpublished definitive agreement. The de-identification qualifier is the vendor's own. Surfaces checked 6 September 2026.
Prompt and Output Retention
How long does the product keep what a lawyer typed, and can that be set to zero?
Retention is addressed at the end of the relationship and nowhere else. The agreement, dated 12 August 2020, requires each party to return or destroy the other's confidential information on termination or expiry, and access to the platform ends immediately, but no retention period is stated for case files, extracted facts or chronologies during the term, and no deletion timetable is given. The vendor's own buyer guidance recommends zero data retention with named deletion terms in writing, which the published agreement does not provide.
No located public material addresses how long prompts, summaries or extractions are retained. The published terms state only that data is processed in the United States and that customers may discontinue use by contacting account management; the LexisNexis privacy policy the terms incorporate was not opened, and the definitive subscription agreement that governs corporate departments is not published. Terms, product page and Protégé page checked 6 September 2026.
Ethical Walls and Matter Segregation
Does retrieval respect the firm’s ethical walls, or can the model read across them?
Separation between customers is asserted as a product guardrail rather than documented as a control: Chambers AI answers from the customer's own case history only and never benchmarks against another portfolio, and the vendor tells buyers to require that their data is never pooled. How that isolation is enforced is not described, and nothing addresses separation inside a customer, which matters where a claims organization and its panel firms use the same file and a conflict would bar one team from a matter.
The product maintains its own permission model and documents it at the level of a description: the product page states role-based access controls giving each user tailored permissions, and the terms require one license per user with non-transferable credentials. That is tenant and role level separation, which is what an in-house buyer requires; nothing describes how Protégé's summaries or the analytics respect matter-level permissions, and no document management system's access model is inherited. Surfaces checked 6 September 2026.
Third Party Request and Subpoena Notice
If someone subpoenas the vendor for a firm’s data, does the firm hear about it first?
The agreement, dated 12 August 2020, commits to notice before compelled disclosure: where a party must disclose confidential information to comply with a court order or applicable law, it must first give written notice to the other party and make a reasonable effort to obtain a protective order. That is a contractual commitment a customer can enforce rather than a policy statement. No transparency report or record of requests received is published.
The published terms commit to notice. They state that if LexisNexis is legally compelled by court order or other legal process to disclose confidential or privileged information, it will notify the affected parties using the notification details they provided, to allow them an opportunity to obtain protective orders or other relief. The same terms reserve a right to report suspected unlawful activity to law enforcement with related account information, which is a different matter from compelled disclosure.
No transparency report is published, and corporate subscribers hold an unpublished agreement that prevails. Surfaces checked 6 September 2026.
Primary Law Corpus Provenance
Where does the law in this product come from, and does the vendor have the right to use it?
The corpus is the customer's own litigation record and the vendor says so plainly, describing no black boxes and no borrowed data, with answers drawn only from the customer's own case files. No external legal corpus, licensed dataset or cross-customer benchmark is used or claimed, so questions of licensing and coverage do not arise in the usual form.
The sources behind the AI are identified without a stated rights basis. The AI features work over the customer's own matters, invoices and contracts, benchmark insight is described as drawn from more than seventy-five billion dollars of legal spend data sourced from actual invoices and matters, and embedded legal content comes from LexisNexis Practical Guidance, which the vendor owns; Protégé is described as built on exclusive LexisNexis sources refined by human professionals.
Nothing states the terms on which the spend benchmark data is aggregated from customers or how often it is refreshed. Product pages and Protégé page read 6 September 2026.
Good Law Verification
Does the product tell you when the authority it just cited has been overruled?
Checked the homepage, the platform page, two answer-library pages and the terms on 20 September 2026. The product reads defense counsel work product and case files rather than citing legal authority, so no subsequent-history check arises and none is described.
No located public material addresses whether authority is checked for subsequent history, and the product does not retrieve case law: its AI summarizes matters and invoices and extracts contract terms. Legal research with Shepard's sits in Lexis+ AI, a separate product reached through the Product Switcher, and no scope statement brings it into this record. Recorded as the honest value for a product without a citator function. Surfaces checked 6 September 2026.
Refusal and Uncertainty Behavior
What does the product do when the answer is not in the corpus?
There is no described no-answer path, and the vendor's published position is that the guardrail sits elsewhere: each product does one narrow job on the customer's own data, every output traces to a source a person can check in seconds, and the platform refuses a whole class of question by never predicting verdicts or scoring outcome risk. No confidence score, uncertainty flag or abstention behavior is described for the extraction and chronology work itself.
No located public material describes what Protégé or the extraction feature does when it cannot ground a summary or a field. The product page describes suggested action items and anomaly flags, and the terms disclaim accuracy, but no abstention path or confidence signal is described. Product pages, Protégé page and terms checked 6 September 2026.
Fabricated Citation Record
Does a public court record exist addressing fabricated or hallucinated legal citations in output from this product?
Searched the AI Hallucination Cases database maintained by Damien Charlotin on 20 September 2026 on the name CaseGlide. No court order, opinion or disciplinary record naming the product was located. The vendor itself publishes a running account of the sanctions imposed on others, which is commentary rather than a record about this product.
No court order, opinion or disciplinary record naming CounselLink, CounselLink+ or Protégé in CounselLink+ was located as of 6 September 2026. The AI Hallucination Cases database maintained by Damien Charlotin was searched on the product name and on Protégé together with a general search for court findings; results returned sanctions involving general-purpose chatbots and a LexisNexis post about citation integrity in Lexis+ AI, none of which is this product.
This is a statement about the public record, not a finding about the product; an e-billing and matter management tool that cites no authority carries a remote exposure on this signal.
Bar Guidance Alignment
Has the vendor engaged in public with the ethics opinions its buyers are bound by?
The estate engages the duties directly and reaches them through courts rather than through bar guidance. Published pages work through the verification duty at the point of signing and filing, the privilege consequences of running client material through consumer-tier tools, and the standards a legal department should impose on its panel firms, citing sanction decisions, a Delaware order putting a firm's AI policies on the docket and the joint-responsibility clause of Rule 11.
Those are court decisions and a procedural rule; no bar ethics opinion, professional conduct rule or bar-issued AI guidance is named anywhere.
No located public material engages with bar or ethics guidance. The published terms address the advice line and privilege and the product page states user control over AI, but no ethics opinion, bar rule or professional responsibility framework is named on any surface read. Terms, product pages and Protégé page checked 6 September 2026.
Billing and Fee Posture
Does the vendor address what happens to the bill when the work takes an hour instead of six?
The fee record is the subject matter on one side of this product. The platform includes e-billing for defense counsel invoices, and the published material works through guideline enforcement, the billing violations to watch for, rate increase requests, alternative fee arrangements and whether insurance defense should be flat fee or hourly, all from the position of the organization paying the bill rather than the lawyer sending it.
The fee record is the product: CounselLink+ is the e-billing platform through which outside counsel invoices are submitted, reviewed and paid, and its AI runs automated invoice review, detects billing anomalies, produces invoice summaries and forecasts spend, with benchmark rates drawn from more than seventy-five billion dollars of invoiced legal spend. What it does not address is the other direction, how AI-assisted work inside the legal department or at the firm is recorded or disclosed on any bill; the signal's question about compressed billable time is one the product surfaces for the buyer to see in the firm's invoices rather than one it answers about its own use. Surfaces checked 6 September 2026.
Outside Counsel Guideline Readiness
Can a firm get this vendor through a client’s AI clause without a bespoke negotiation?
The material a customer would hand to its own stakeholders exists and is unusually good, covering what grounds the AI, how to test traceability, what to require in a master agreement and what AI standards to put in outside counsel guidelines, alongside the offer of security documentation on request. What it does not contain is the list itself: no subprocessor list and no model provider is published, which is the first item the vendor's own guidance tells buyers to demand.
No sub-processor list, model provider list or client-facing AI disclosure material was located for this product. The product page names no model provider, the Protégé page describes AI types without naming what runs them, and any LexisNexis-level sub-processor or model disclosure was not read and would need a scope connector naming this product to count. The published terms state processing in the United States and nothing more on the supply chain. Surfaces checked 6 September 2026.
Court Disclosure Support
If a judge’s standing order requires an AI disclosure, can the product produce one?
Most of a disclosure record exists as a by-product of the design. Every extracted fact links to the defense counsel report it came from, every chronology entry links to its source document by page and line, and Chambers answers name the case files behind them, so what the AI produced and what it rests on can be shown. What is not recorded is which model produced a given output or who verified it, and no export built for a court's AI disclosure requirement is described.
No located public material addresses court disclosure or verification certification of AI-assisted work. The product keeps invoice and matter records and audit history for spend management, but nothing describes a per-document record of the model used, sources retrieved and human verification, and the product produces no court-facing work product. Surfaces checked 6 September 2026.
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.
- Commercial Transparency
- Good Law Verification
- Refusal and Uncertainty Behavior
Which one fits
Choose CaseGlide if
- You want every AI finding traceable to a source document. CaseGlide's Case Clerk AI extracts facts from defense counsel status reports with a link back to each one, Chronicle AI links every chronology entry to its source by page and line, and Chambers AI cites the case files behind each answer.
- You want AI that will not guess at outcomes. CaseGlide states that it does not predict verdicts or score outcome risk, that Chambers AI answers only from your own case history, and that the AI reads while your team decides.
- You want contract terms with insurance behind them. CaseGlide's published agreement gives an intellectual property indemnity, a services warranty, prompt breach notification and notice before compelled disclosure, and schedules 5 million dollars each of errors and omissions and umbrella cover.
Choose CounselLink+ if
- You already use LexisNexis content. CounselLink+ embeds Practical Guidance templates, Lex Machina analytics and the Protégé assistant, and gives subscribers one click access to Lexis+ AI from inside the platform.
- You want contracts and spend in one system. CounselLink+ combines electronic billing, matter and outside counsel management with contract lifecycle management, extracts dates, notice periods and clause types from signed contracts, and lets users search and edit contracts from Microsoft Word.
- You need privilege and data location addressed in writing. The published terms for CounselLink+ acknowledge that submitted data may be privileged, commit to notify affected parties before a legally compelled disclosure, and state that all data is processed in the United States.
In summary
CaseGlide
CaseGlide, from CaseGlide, LLC of Tampa, Florida, is a litigation intelligence platform for corporate legal departments and property and casualty claims organizations, built on matter management and electronic billing. Case Clerk AI turns defense counsel status reports into structured case facts, Chronicle AI builds chronologies from the litigation record, and Chambers AI answers questions from the customer's own case history, each with a published rule on sourcing. The AI Legal Index grades it in the top two bands on nine of fifteen capability axes, with an A on autonomy and oversight. It states that it does not predict verdicts, and its published agreement schedules its insurance. As of 20 September 2026 the index located no named model, hosting location or price.
CounselLink+
CounselLink+, owned by LexisNexis, a division of RELX, is an enterprise legal management platform for corporate legal and claims departments that combines electronic billing and spend management, matter and outside counsel management and contract lifecycle management. Its AI reviews invoices and flags billing anomalies, extracts terms from signed contracts, forecasts spend, and through the embedded Protégé assistant summarizes matters and invoices with suggested actions. The AI Legal Index grades it in the top two bands on eight of fifteen capability axes. Its published terms acknowledge privilege and state that data is processed in the United States, and it states annual SOC 2 Type 2 audits. As of 6 September 2026 the index located no named model provider, retention period or price.
Questions buyers ask
CaseGlide vs CounselLink+: which is better for managing litigation spend?
The grid barely separates them: CaseGlide sits in the top two bands on nine of fifteen AI Legal Index capability axes and CounselLink+ on eight of fifteen, identical on nine. CaseGlide publishes tighter limits on what its AI does and an agreement with insurance behind it. CounselLink+ connects to LexisNexis content and states a data location. Claims organizations focused on defended litigation will find more that fits in CaseGlide.
Does CaseGlide predict case outcomes?
No, by design. CaseGlide states that its platform does not predict verdicts or score outcome risk, explaining that unverifiable inference is where fabricated output hides. It does score exposure, posture and deadlines across a docket and flags settlement candidates, but each AI product does one narrow job whose output traces to a source document a person can check. Graded by AI Legal Index against 15 capability axes and 12 legal signals, including privilege handling and citation accuracy, from each vendor's own published materials, verified September 26, 2026. No vendor pays for placement.
Does CounselLink+ use customer data to improve its AI?
The LexisNexis page for Protégé, the assistant embedded in CounselLink+, states that identifiable information is removed from AI interactions so that performance can be improved, and that customers decide whether their organization's documents are used in AI responses. No published term addresses training either way, and corporate subscribers are governed by an unpublished agreement. CaseGlide's published terms reserve use of aggregated, anonymized customer data. Graded by AI Legal Index against 15 capability axes and 12 legal signals, including privilege handling and citation accuracy, from each vendor's own published materials, verified September 26, 2026. No vendor pays for placement.
What security do CaseGlide and CounselLink+ publish?
CaseGlide says it is SOC 2 audited, offers its security documentation on request, and its agreement commits to encryption, background checks and prompt breach notification. CounselLink+ states annual SOC 2 Type 2 audits and procedures aligned with ISO 27001 and 27002 as part of LexisNexis. Neither names an auditor or publishes a report period or a trust center. Graded by AI Legal Index against 15 capability axes and 12 legal signals, including privilege handling and citation accuracy, from each vendor's own published materials, verified September 26, 2026. No vendor pays for placement.
What do CaseGlide and CounselLink+ both leave unpublished?
The model and the price. Neither names the model or provider behind its AI, and neither publishes a price or unit of charge. Neither measures how accurate its extraction, summaries or invoice review are, names someone accountable for AI governance, or states how long AI inputs and outputs are kept during a subscription. Graded by AI Legal Index against 15 capability axes and 12 legal signals, including privilege handling and citation accuracy, from each vendor's own published materials, verified September 26, 2026. No vendor pays for placement.
Three readings to weigh. The published terms for CounselLink+ are website terms that disclaim all liability; a corporate department with a signed subscription agreement is governed by that agreement instead, and it is not published. CaseGlide's published agreement dates from 12 August 2020, before its AI products, and states that a signed ordering document prevails over it. CaseGlide's customer results are presented as targets rather than measured outcomes. CaseGlide was verified on 20 September 2026 and CounselLink+ on 6 September 2026. Neither vendor reviewed this page.
Neither vendor paid for inclusion, placement or a grade, and neither reviewed this page before it published. Everything above comes from public material on the dates shown. How the index grades.