Nuix released the Nuix Neo Generative AI Framework, a governed layer that connects a customer's chosen language model and provider to structured and unstructured investigation data, with audit telemetry, policy guardrails, token usage metering and context window management. It underpins Nuix Neo BYO AI, which runs repeatable workflows over every item in a dataset rather than a sample and returns cited reports, and Nuix Neo AI Agent, a conversational agent that reasons across text, metadata and images using a curated knowledge graph. AI Agent is open to early adopter participants only.
N
Nuix Neo
Nuix Neo is an investigative analytics and ediscovery platform built on the patented Nuix Engine, which turns more than a thousand file types of unstructured data into searchable form. It is sold as solution lines for legal ediscovery and early case assessment, fraud and investigations, and data privacy. Buyers include law firms, legal service providers, corporate legal departments, financial regulators, government agencies and law enforcement.
Its AI layer classifies data, applies language models the vendor describes as trained for the customer's use case to reduce the volume for review, and automates redaction before production. A customer can also bring its own AI and run current models inside its own environment. Nuix Neo Discover, the review product, runs on the customer's premises or as a SaaS offering. The company is Nuix Limited of Sydney, listed on the Australian Securities Exchange.
Its Solutions Terms of July 2026 bar Nuix from training AI systems on customer data, carry an infringement indemnity and insurance, and sit beside a published data processing addendum and security requirements.
Nuix Neo, head to head
Side by side on the same 15 capability axes and 12 legal signals: where the two part company, and what neither one publishes.
Alternatives to Nuix Neo
Vendors in the same categories as Nuix Neo whose graded profiles look most alike, with a line on what each product does.
Similar is not the same, so check that each one does the job you need. No vendor pays for placement.
- DDISCODISCO is a cloud ediscovery and litigation platform covering hold, ediscovery, review, timelines, deposition management and case building, sold to law firms, corporate legal teams and government.
- TThreadeoThreadeo sells cloud software to court reporting and litigation support firms and to the lawyers they serve.
- EExterroExterro is a data risk management platform for corporate legal, compliance, privacy, security and IT teams, covering ediscovery, digital forensics, data privacy and information governance…
- HHanzoHanzo is an ediscovery and preservation platform for dynamic and collaborative data, sold to corporate legal and compliance teams.
- OOpenText eDiscoveryOpenText eDiscovery is an electronic discovery platform covering collection, processing, analysis, review and production, sold to corporate legal departments, law firms and investigating…
- SSmarshSmarsh is a communications capture, archiving, surveillance and discovery platform from Smarsh Inc. of Portland, Oregon.
Ordered by how closely the graded profiles match across the 15 capability axes, inside the same categories. See how each axis is graded in the methodology.
Capability grades
All 15 axes, graded from public sources on the date shown. 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.
Nuix Neo's AI classifies and contextualizes data, applies language models described as trained for the customer's use case to cut review volume, and drives automated redaction. Without it, the Nuix Engine still processes more than a thousand file types into searchable form. Early case assessment, review in Nuix Neo Discover and investigation workflows also remain, which is the product Nuix has sold for years. The Solutions Terms of July 2026 say Nuix will identify in its documentation the features that materially rely on AI systems, and the license is sold by data volume processed rather than by AI use.
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.
Nuix says its language models improve accuracy and reduce the data to review. Its telecommunications page claims that up to 95 percent of irrelevant data is eliminated early, with no test set, method or recall figure. The Solutions Terms of July 2026 call AI output probabilistic and warn that it may contain errors, omissions or bias. They disclaim any warranty on its accuracy, completeness or reliability and make the customer responsible for verifying it.
The product classifies and culls documents rather than citing law, and no measured error rate for its classification is published.
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 models work alongside reviewing people under a written commitment, with real review surfaces, but the full control structure is not published. The review product is described as responsive review with workflows enabled by AI that support faster and more precise human review. A named customer describes running its own AI within its own environment under its own compliance controls. Automated workflow templates run culling and redaction that a reviewer then works from.
Nothing published sets the threshold at which a document is excluded from review, says what runs without a person, or states a route back after a misclassification beyond ordinary review.
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.
Donn Hoffman, Chief Privacy Officer and Deputy District Attorney at the Los Angeles County District Attorney's office, is quoted on the Discover page for installation on premises. He speaks about running the office's own AI within its own environment, with no measured outcome. IAV GmbH is named on the same page as an ediscovery services customer. The data reduction figure of up to 95 percent on the telecommunications page carries no customer name or date. No named customer is joined to a figure.
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.
Customer data stays the customer's under Nuix's Solutions Terms of July 2026, which license Nuix to process it only to provide the solutions. They state that Nuix will not use customer data to train any AI systems, treat customer data as confidential information, and require prompt written notice of any compelled disclosure where the law permits. Installed on premises, the software keeps matter data in the customer's own environment, and the bring your own AI option keeps third party models there too.
For SaaS, each customer's databases and file shares are logically separated and encrypted with AES 256. Privilege and work product are not addressed as such, and no separation by matter inside the review product is described.
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.
AI output is probabilistic and may contain errors, omissions or bias, according to Nuix's Solutions Terms of July 2026. The terms say AI systems are no substitute for legal or other professional advice or for review by a trained professional, and the customer must verify output before relying on it. Buyers span law firms, corporate legal teams, law enforcement, financial regulators and telecommunications companies. Nothing describes how the product supports a supervising lawyer's duties, and no jurisdiction limit is named beyond export control and the territory clause.
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.
Nuix markets its review product as powered by ethical AI and describes language models trained to the customer's use case. Its Solutions Terms of July 2026 commit Nuix to governance processes designed to identify, assess and mitigate material bias in its proprietary AI output. Customers get a written route to report systemic bias, and Nuix commits to comply with AI laws that apply to it as a provider. No governance framework, ISO 42001 or equivalent, named owner, testing before release or finding about uneven classification across document types or languages is published.
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.
A personal data breach gets notice without undue delay under the data processing addendum of June 2026, with information and help in mitigating it. Nuix deletes or returns personal data at the end of the agreement, or at any time on written request, unless the law requires it to keep some. A SaaS customer has 10 days after its subscription ends to download its data under the Solutions Terms of July 2026. Nuix then deletes it, and data is unrecoverable from backups 90 days after the end.
The Security Requirements of June 2026 set encryption, logical separation of each customer's data and an incident response program. On premises, the customer holds and backs up its own data. No subprocessor list is published.
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.
Third party claims that the customer's use of a solution infringes intellectual property are defended and any losses awarded or settled are paid under the Solutions Terms of July 2026. Exclusions cover unsupported versions, combinations and unauthorized use. Nuix warrants that software is free from defects for 90 days from the license key and that a SaaS offering is free from defects through the subscription, with repair as the remedy.
Each party's liability is capped at the fees for the agreement year. A super cap of twice that applies to breaches of the security requirements or the data processing addendum that compromise customer data. Fraud, wilful default, death or injury from negligence and indemnified claims sit outside the caps. Nuix maintains professional liability and general liability insurance. AI output carries no warranty of accuracy, completeness or reliability.
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 Engine ingests more than a thousand file types and connects to data sources, which is the core of the product. Nuix's Solutions Terms cover customer integrations and the use of Nuix's APIs, and the Neo Legal page describes orchestrating business applications across the enterprise. No document, matter or review system connection is described with what moves, in which direction or what a customer must configure.
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.
On the customer's premises or as a SaaS offering, Nuix Neo Discover serves organizations with data sovereignty and chain of custody requirements. On premises, the customer installs one production copy in its own environment and keeps complete control over its data, so residency is wherever the customer puts it. For SaaS, Nuix's Security Requirements commit to logically separated databases and file shares dedicated to each customer, with encryption at rest and in transit. No hosting provider, region or processing location for the SaaS offering is stated.
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 Nuix Discover page states that the product holds ISO 27001 and SOC 2 certifications. Nuix's Security Requirements of June 2026 bind it, for SaaS offerings, to obtain an annual third party audit report on ISO/IEC 27001 compliance covering the cloud infrastructure, client and web applications, APIs and software development. They also require AES 256 encryption at rest and in transit and logical separation of each customer's databases and file shares. No auditor, coverage period or route to a report is published, and Nuix runs no public trust center.
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 supply chain is partly disclosed. The vendor describes proprietary AI in the Engine and custom language models trained for the customer's use case. A bring your own AI option lets the customer run its chosen models inside its own environment, which places the third party model, where it runs and who controls it with the customer. A named customer describes using the latest AI advances within its own environment on that basis.
Nuix does not publish the name of any model it supplies, any provider behind its own models, or a commitment to notify customers of 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.
A unit and structure are published without a figure. The EULA effective 30 September 2025 remains published for agreements made under it. It sells a consumption license at one terabyte of uncompressed data processed per year, aggregated across instances and expiring unused at the end of each term. Usage is reported quarterly and reconciled at the overage rates in the order form, renewals run for twelve months with ninety days' notice, and premium support costs extra.
The Solutions Terms of July 2026 leave the usage entitlement to the order. No figure, plan name or price page is published.
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.
The Neo Legal page lists law firms managing ediscovery at large scale, corporate legal teams handling regulatory matters and disputes, financial services firms, compliance officers, investigation teams and security leaders. Separate solution lines cover investigations and data privacy, with industry pages for telecommunications, integrity agencies and financial regulators. The Engine handles more than a thousand file types.
The territory clause and the choice of installation on premises or SaaS set the boundaries, and no matter type or practice area is named as unsupported.
3 public documents
The public pages on file for Nuix Neo, with the recorded signals each one supports and the date it was last read. Open any of them and check the reading against the record.
-
Client Data in Training, Prompt and Output Retention, Third Party Request and Subpoena Notice
Read Oct 13, 2026
-
Fabricated Citation Record
Read Oct 13, 2026
-
Court Disclosure Support
Read Oct 13, 2026
No published figure
- You pay by how much data the software chews through: one terabyte a year is the unit.
- Any terabytes you don't use by the end of the year are gone; they don't roll over.
- Every three months you report what you processed, and if you went over you pay more at the rate on your order.
- The company does not publish what a terabyte costs.
- Licenses renew for a year at a time unless you give ninety days' notice.
The EULA effective 30 September 2025, still published for agreements made under it, defines a consumption license with a unit of one terabyte, meaning 1,024 gigabytes of uncompressed data processed, per twelve month term. Usage is aggregated across all instances and expires unused at the end of the term. It is reported quarterly through the licensing server or offline, reconciled quarterly, and overage is charged at the order form rates.
Renewals run for twelve months at a rate Nuix specifies, with ninety days' notice to stop. Standard support is included, premium support is priced separately, and payment is due within thirty days in United States dollars. The Solutions Terms of July 2026 leave the usage entitlement to the order, and no figure, plan or price page is published.
Tracked changes at Nuix Neo
Legal Signals
What each signal meansA signal records what public sources say on the date shown. It is not a grade and it is not a recommendation. Where a signal reads Not addressed, it means the index did not locate the material in public sources on that date, which is a statement about disclosure rather than about the product.
Client Data in Training
Can material a lawyer puts into this product be used to train a model?
The published terms prohibit training on customer content. Not a policy page, the agreement.
Customer data will not be used to train any AI systems, under the Solutions Terms of July 2026. The customer keeps all rights in its data and licenses Nuix to process it only to provide the solutions. Agreements still under the earlier EULA license customer data to Nuix only to provide support, without naming training. On premises, customer data does not ordinarily reach Nuix.
Prompt and Output Retention
How long does the product keep what a lawyer typed, and can that be set to zero?
Retention is acknowledged in public materials with no stated period.
A SaaS customer has 10 days after its subscription ends to download its data under Nuix's Solutions Terms of July 2026. Nuix then deletes it, and data is unrecoverable from backups after 90 days. The data processing addendum adds deletion or return of personal data on written request at any time. No period is stated for keeping prompts, classifications or other AI output during a subscription. On premises, the customer holds and backs up its own data, and Nuix receives only usage data.
Ethical Walls and Matter Segregation
Does retrieval respect the firm’s ethical walls, or can the model read across them?
No located public material addresses walls or matter level segregation.
No separation of matters or cases is described inside the review product. Installation on premises gives each licensee its own copy, and the SaaS offering keeps each customer's databases and file shares logically separate, which divides organizations rather than matters.
Third Party Request and Subpoena Notice
If someone subpoenas the vendor for a firm’s data, does the firm hear about it first?
Terms commit to notice where lawfully permitted. No transparency report located.
Clause 5.3 of Nuix's Solutions Terms of July 2026 covers a party compelled by law to disclose the other's confidential information. Where the law permits, it must first give prompt written notice so the other can seek a protective order or other remedy, then reasonable assistance in opposing the disclosure. Customer data is confidential information under the terms. No transparency report is published.
Primary Law Corpus Provenance
Where does the law in this product come from, and does the vendor have the right to use it?
No located public material identifies the corpus behind the product’s answers.
Nuix holds no legal corpus. It processes and classifies the customer's own collected data and cites no law. Nuix describes language models trained for the customer's use case without stating the training material.
Good Law Verification
Does the product tell you when the authority it just cited has been overruled?
No located public material addresses whether authority is checked for subsequent history.
Nuix does not retrieve or cite primary law. Its output is processed, classified and redacted material ready for review, and it has no citator function.
Refusal and Uncertainty Behavior
What does the product do when the answer is not in the corpus?
No located public material addresses what the product does when it cannot ground an answer.
No confidence signal or way to decline is described for Nuix's classification or review models when they cannot classify a document with confidence. Nuix describes AI that zeroes in on relevant data and finds gaps or inconsistencies in collections. The Solutions Terms call AI output probabilistic and make the customer responsible for verifying it.
Fabricated Citation Record
Does a public court record exist addressing fabricated or hallucinated legal citations in output from this product?
No court order, opinion or disciplinary record addressing fabricated or hallucinated legal citations produced by this product has been located as of the date shown. This is a statement about the public record on that one subject, not a finding about the product, and this signal is not a litigation history.
Damien Charlotin's AI Hallucination Cases database, which tracks court decisions worldwide on hallucinated AI content, has no entry naming Nuix, Nuix Neo or Nuix Discover. Nuix processes and classifies evidence and cites no authority.
Bar Guidance Alignment
Has the vendor engaged in public with the ethics opinions its buyers are bound by?
No located public material engages with bar or ethics guidance.
Nuix names no ethics opinion, bar rule or professional responsibility framework. Its Solutions Terms say AI is no substitute for legal advice or review by a trained professional, and its marketing describes ethical AI.
Billing and Fee Posture
Does the vendor address what happens to the bill when the work takes an hour instead of six?
Public materials claim time savings without addressing billing or disclosure, and the product sits inside a fee relationship between a lawyer and a client where those savings would change the bill.
Law firms and legal service providers are named buyers, and Nuix's position on the bill is a savings claim. AI driven data reduction eliminates up to 95 percent of irrelevant data early, it says, saving time and review resources. The license is sold by data volume processed. Nothing addresses how AI assisted review is recorded on a client's bill or what a firm should disclose when AI culls the review set.
Outside Counsel Guideline Readiness
Can a firm get this vendor through a client’s AI clause without a bespoke negotiation?
No located public material supports a client side disclosure obligation.
The Solutions Terms, data processing addendum and Security Requirements are published, and a firm can hand them to a client, but there is no subprocessor list and no list of model providers. The bring your own AI option places the model choice with the customer, and Nuix's own models are not attributed to any provider. Installed on premises, a firm can answer a client's AI clause from its own configuration.
Court Disclosure Support
If a judge’s standing order requires an AI disclosure, can the product produce one?
Some elements of the record are available, short of a document level export.
Chain of custody is built in for litigation and regulatory matters, the Neo Legal page says, and the Discover page describes defensible review and reporting. Processing produces forensic audit records of what was collected and processed and by whom. No export per document of the model used, its classification and the human verification is described for a court or opposing party.