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Blue J

Blue J is an AI research tool for tax law, sold in the United States, Canada and the United Kingdom. A tax professional asks a question in plain language and gets an answer built from primary tax authority and licensed Tax Notes and IBFD commentary, with each source cited and highlighted. Most buyers are accounting and tax firms rather than law firms, and named customers include Crowe and RSM US. The individual plan is priced at $1,498 per user per year and can be bought online, and the security page lists every subprocessor, including OpenAI and Google behind the answers. Blue J is operated by Blue J Legal Inc. of Toronto.

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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.

BB on AI CentralityThe models are the engine of a core capability, layered on a product that would still function without them as a document or workflow system.

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.

Blue J says it does not build or train its own generative models and uses large language technology from OpenAI and Google. What it owns is the curated tax database: full US federal and state coverage, case law and primary and secondary sources, and licensed Tax Notes and IBFD material, updated daily. Without the AI, a licensed tax content collection remains, the kind of product buyers already get from Checkpoint and CCH.

Source: Vendor Published
BB on Citation Accuracy and Hallucination DisclosureGrounding is real and documented, with linked primary sources and a described retrieval method, short of published accuracy figures an outsider can test.

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.

Every answer carries inline citations and a source list, the relevant section of each source is highlighted, a user can ask for more sources, and a user can question a single source on its own. The corpus is named: primary tax authority plus licensed Tax Notes and IBFD content, updated daily. No accuracy figure, test set or evaluation result appears on any Blue J page. A 90 percent accuracy claim in third party directories refers to Blue J's earlier outcome prediction product and appears on no Blue J page. ValsAI is listed for benchmark testing, and no results are published.

Source: Vendor Published
BB on Autonomy and Oversight ModelA written commitment that the models work alongside a supervising lawyer, with real review surfaces, short of the full control structure: commonly the threshold at which the system stops or what happens after it is wrong.

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.

Section 7 of the Subscriber Agreement makes users responsible for judging whether output is suitable and for consulting their own legal, tax and accounting advisors before using it. Section 12 of the Terms of Use calls the platform an information tool only. The privacy notice says no automated decision making of the GDPR Article 22 kind takes place. In the product, users get inline citations, source lists, highlighted passages and questions to a single source.

Nothing describes what the system does on its own: no modes, thresholds or escalation, and nothing on what happens after a wrong answer.

Source: Vendor Published
BB on Operational and Outcome EvidenceReal deployment evidence with substance, short of full attribution or measurement: a named customer without figures, or figures without the named customer.

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.

Blue J names about twenty customer firms, most with a named person and title, including Crowe, RSM US, Adams Brown, GreerWalker, Barnes Dennig, Perelson Weiner and the National Association of Tax Professionals. It publishes figures too: three hours saved per user per week, 75 percent less research time, more than 70 percent of users logging in weekly, and one named partner finishing four to five hours of work in fifteen minutes. The percentages are averages across users rather than measured results at a named firm, and no dates appear.

Source: Vendor Published
BB on Privilege and Confidentiality PostureSubstantive published commitments on confidentiality and training use, short of the full picture: commonly silence on segregation between users or matters, or on what the underlying model provider may retain.

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.

Blue J is opted out of abuse monitoring at OpenAI and Google, holds signed agreements barring both from training on Blue J data, and says no customer files are used for training. Uploaded files older than 24 hours are deleted automatically, and any present or past client can have all data erased on written request. The Terms of Use carry a mutual confidentiality article at section 10. Nothing describes separation between customers, users or matters, and nothing addresses privilege or work product beyond saying no solicitor client relationship arises with Blue J. The contract also qualifies the training position: section 3 of the Terms of Use licenses what users enter for purposes that include improving the platform.

Source: Vendor Published
BB on UPL and Professional Responsibility PostureA real position is published on advice versus tooling, short of full treatment: commonly a disclaimer without the supervision and competence dimension, or silence on jurisdiction limits.

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.

Section 7 of the Subscriber Agreement says Blue J does not give legal, tax, accounting or other professional advice, that the product is not a substitute for a lawyer's or accountant's judgment, and that users must check output and consult their own advisors. Section 12 of the Terms of Use repeats it and says no solicitor client relationship is formed. No jurisdiction limits for advice are stated, and no professional guidance is named, neither ABA Formal Opinion 512 nor AICPA standards.

Source: Vendor Published
CC on AI Governance and Bias DisclosureResponsible AI principles are published without a mechanism, a testing regime, or anything a buyer could audit.

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.

CTO Brett Janssen is named as owner of security compliance. Fifteen security policies are listed and reviewed yearly, risk assessments run yearly on the Cloud Security Alliance CAIQ, and Drata monitors more than a hundred controls. The subprocessor table lists ValsAI for benchmark testing of AI responses. No AI governance framework, owner of model behavior, description of what is tested before a change ships or what the benchmark measures, or ISO 42001 certification is published, and nothing addresses uneven output across taxpayer types or entity structures.

Source: Vendor Published
AA on AI Safety and Data StewardshipRetention, deletion, access control, subprocessors and incident practice are all published, current, and specific enough to hold the vendor to.

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 subprocessor table names thirty one entities with role and location, including OpenAI, Google and Microsoft for AI services, Pinecone for vector search, Elastic Cloud, Exa Labs for web search and ValsAI for benchmark testing. Uploaded files older than 24 hours are deleted automatically, and any present or past client can have all data erased on request, with confirmation. Access control includes enforced two factor authentication, least privilege, annual access reviews, Auth0, and BastionZero with SSH disabled.

An incident response plan is tested yearly, with prompt reporting to required parties. Data is encrypted with AES-256 at rest and at least TLS 1.2 in transit, backed up daily, and tested by annual penetration tests and quarterly scans. No fixed breach notice deadline to customers is published.

Source: Vendor Published
BB on AI Liability and RecourseA real published position on liability, short of the full picture: commonly a stated indemnity without scope or caps.

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.

Section 13 of the Terms of Use disclaims all warranties, including accuracy and completeness, excludes damages of any kind, and caps total liability at ten US dollars however many claims are made. On a $1,498 annual plan, that is under one percent of one user's fee. Section 14 has the customer indemnify Blue J, including for use in legal activities, and no indemnity runs the other way. The Tax Analysts terms in section 13 commit Tax Analysts to defend reasonable claims that the licensed content infringes someone's rights. No remedy applies when an answer is wrong.

Source: Vendor Published
DD on Practice Systems Integration DepthNo integration into practice systems located, or the product stands alone and requires work to move to it.

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.

No integration is published, and none is claimed. The home page, how it works, the pricing page and feature matrix, the security page, the Subscriber Agreement, the Terms of Use and the privacy notice show no integrations page, connector, API or developer documentation, and no mention of document, practice, tax preparation or workflow software. Answers export to PDF and Word, and team plans offer single sign on, which are export and login rather than integration. A 2023 announcement described planned API integrations, and nothing current shows they shipped.

Source: Operator Verified
BB on Deployment Model and Data ResidencyDeployment model is stated clearly with partial residency detail, or residency is offered without the processing location being addressed, or the tenancy model is stated on its own with no residency detail published.

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.

All data is stored and processed in the AWS us-east-1 region in North Virginia. Blue J states it does not currently offer storage in any other jurisdiction, or an on premises option. Hosting is named as Cloudflare and AWS, every listed subprocessor is in the United States, and the privacy notice covers transfers of European and UK personal data. Nothing says whether the platform is multi tenant or how one customer's data is kept apart from another's.

Source: Vendor Published
BB on Security Certifications and Trust CenterCertification is real and stated, short of accessible evidence: a named standard without scope, date, or a way to obtain the report.

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.

An independent auditor maintains a SOC 2 Type 2 report annually, Drata monitors more than a hundred controls, penetration testing runs yearly and vulnerability scans quarterly. A trust center is linked by full URL. Blue J states it provides the SOC 2 report to customers after a signed nondisclosure agreement, so a prospect cannot reach it freely. No auditor, report date, coverage period or trust services criteria are published.

Source: Vendor Published
BB on Model Supply Chain DisclosureThe supply chain is partly disclosed: providers named without change notification, or architecture described without the providers.

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.

Generative models come from OpenAI and Google, since Blue J does not build or train its own. The subprocessor table adds Microsoft for cloud AI, Pinecone for vector search, Elastic Cloud for search and Exa Labs for web search, all in the United States, with the platform on AWS us-east-1. Abuse monitoring is switched off at OpenAI and Google, and signed agreements bar both from training on Blue J data. No specific model is named, so which model answers, and when it changes, is not stated, and no notice of model or provider changes is promised.

Source: Vendor Published
BB on Commercial TransparencyReal pricing is published for part of the range, with enterprise tiers withheld, or the unit and structure are stated without the figure.

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.

The individual plan is published at 1,498 US dollars per user per year, with what it includes, a seven day free trial with no credit card, and an online purchase path. A feature matrix of about twenty five rows shows what separates sole practitioner and team access, including support, analytics and single sign on. The page promises no add ons and no extra fees, and plans are annual, changeable at any time, with access kept to the end of a canceled period.

The team price, which is what most firms buy, is contact for pricing, and enterprise plans go through sales. Canada and United Kingdom pricing pages exist; the figure is the US one.

Source: Vendor Published
BB on Firm and Practice CoverageSegment and practice coverage is described with substance, short of the boundaries: what is supported is clear, what is not is left open.

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 practice area is tax only. Four firm sizes have their own pages, from sole practitioner to national, and four use cases are described: advisory, compliance, tax writing and training. The United States, Canada and the United Kingdom each have a separate site with their own pricing, security and contracts, and the US product covers federal, state and local tax. Most named customers are accounting and tax firms rather than law firms. Nothing addresses in house tax departments or government use, and nothing states what the tax content does not cover.

Source: Vendor Published
Sources on file

4 public documents

The public pages on file for Blue J, 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.

Pricing

$1,498 per user per year

USD, as published, never converted
  • Blue J publishes its price.
  • One person pays $1,498 a year, and you can buy it online without talking to a salesperson.
  • That gets you all US federal and state tax coverage, and as many questions and file uploads as you want.
  • If your firm wants several people on it, you have to contact them for a price.
  • There is a seven day free trial and you do not need a credit card to start it.

The Individual Plan is 1,498 US dollars per user per year, for sole practitioners, with full US federal and SALT tax coverage, unlimited questions, drafting and file uploads, inline citations and source lists, and SOC 2 Type II compliance, bought through an online Buy now path. A seven day free trial needs no credit card. The Team Plan is contact for pricing and adds a customer success manager, onboarding and training, firm wide usage insights, and SSO with custom access controls.

Enterprise plans go through sales. A feature matrix of about twenty five rows shows what differs between the plans. The page promises no add ons, no extra fees and no surprises, and plans are annual, changeable at any time, with access kept to the end of a canceled period. The figure is from the United States page and is shown in its own currency. Canada and United Kingdom pricing pages exist at bluej.com/ca/pricing and bluej.com/uk/pricing.

Legal Signals

What each signal means

A 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.

Confidentiality and Privilege

Client Data in Training

Can material a lawyer puts into this product be used to train a model?

Permitted, in the contract

The published agreement expressly reserves a right to train on customer content, with no opt out located. Any de identification, anonymization or aggregation qualifier is recorded in the summary.

Section 3 of the Terms of Use takes a perpetual, irrevocable license over everything a user enters, including results and derivative works, and one of its four purposes is to improve the Blue J Platform. Section 4 of the Subscriber Agreement also lets Blue J review all inputs and outputs to improve functionality. Neither names training, but both allow use of customer content to improve the product, with no deidentification or aggregation limit.

Two points run the other way. The security page says customer data is not used to train generative AI models, that Blue J trains no models of its own, and that OpenAI and Google are barred by signed agreements from training on Blue J data. And section 3 ends with a deletion right on request, beside the perpetual, irrevocable license. Trial users get a narrower, revocable review permission; paying subscribers do not.

Source: Vendor Publisheda perpetual, transferrable, irrevocable, royalty-free, fully paid-up, worldwide and fully sublicensable licenseAs of Sep 2, 2026Evidence

Prompt and Output Retention

How long does the product keep what a lawyer typed, and can that be set to zero?

Disclosed without a period

Retention is acknowledged in public materials with no stated period.

Uploaded files are deleted automatically once older than 24 hours. Prompts and answers persist as Threads, a product feature, with no published retention period. Deletion is available on request through a customer success manager or the security address, and any present or past client can have all data erased with confirmation. The privacy notice says personal data is kept as long as necessary and may survive termination for business purposes.

Source: Vendor PublishedFiles older than 24 hours are automatically deleted dailyAs of Sep 2, 2026Evidence

Ethical Walls and Matter Segregation

Does retrieval respect the firm’s ethical walls, or can the model read across them?

Not addressed

No located public material addresses walls or matter level segregation.

Nothing on the home page, how it works, the pricing page and feature matrix or the security page, or in the Subscriber Agreement, Terms of Use or privacy notice, describes separation between customers, between users inside a customer, or between matters, though the security page covers encryption, access and subprocessors at length. Least privilege and two factor authentication govern Blue J's own staff. Workspaces are mentioned as a collaboration unit without saying what they separate, and team plans list custom access controls without explaining them.

Source: Operator VerifiedAs of Sep 2, 2026

Third Party Request and Subpoena Notice

If someone subpoenas the vendor for a firm’s data, does the firm hear about it first?

Notice committed

Terms commit to notice where lawfully permitted. No transparency report located.

The privacy notice says Blue J and its providers may disclose personal information in response to a warrant, order or lawful access request from governments, courts or law enforcement. Where law or a court order requires disclosure of a customer's information, Blue J will promptly notify the customer before complying, unless prohibited, and will cooperate on the response. No transparency report is published.

Source: Vendor Publishedwe promptly notify our customer prior to complying with such requirementsAs of Sep 2, 2026Evidence
Accuracy and Authority

Primary Law Corpus Provenance

Where does the law in this product come from, and does the vendor have the right to use it?

Sources named and licensed

The vendor names its primary law sources and the license or public domain basis for each, with an update cadence.

Blue J names primary tax authority plus Tax Notes and IBFD, broken down into case law and primary and secondary sources curated by tax experts. Section 13 of the Terms of Use reproduces Tax Analysts' own license terms, including its commitment to defend infringement claims. The database is described as updated daily. No licensing statement is published for IBFD, and no coverage dates or corpus size are published.

Source: Vendor PublishedTax Analysts will defend against good faith, reasonable claims that use of the Licensed Content infringesAs of Sep 2, 2026Evidence

Good Law Verification

Does the product tell you when the authority it just cited has been overruled?

Not addressed

No located public material addresses whether authority is checked for subsequent history.

Nothing on the home page, how it works, the pricing page and feature matrix, or in the Terms of Use says whether a returned authority is still good law. The database is described as current and updated daily, which speaks to the collection, not to superseded regulations, revoked rulings or decisions reversed on appeal. The product returns case law, Treasury regulations and rulings as the basis for answers.

Source: Operator VerifiedAs of Sep 2, 2026

Refusal and Uncertainty Behavior

What does the product do when the answer is not in the corpus?

Not addressed

No located public material addresses what the product does when it cannot ground an answer.

None of the home page, how it works, the pricing page and feature matrix, the security page, the Subscriber Agreement or the Terms of Use describes what the product does when it cannot ground an answer, or shows a confidence indicator. An August 2023 announcement quotes Blue J's head of legal research saying the platform is trained to admit when it cannot form an answer supported by authoritative sources. Nothing on the site today repeats that. The current pages offer tools to check answers instead.

Source: Operator VerifiedAs of Sep 2, 2026

Fabricated Citation Record

Does a public court record exist addressing fabricated or hallucinated legal citations in output from this product?

None located

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.

The AI Hallucination Cases database maintained by Damien Charlotin, and reporting drawing on it, record no case naming Blue J, Blue J Legal Inc. or BJL US Inc., and no court order, opinion or disciplinary record naming the product is on the public record. This is a statement about the public record rather than a finding about the product. Tax work reaches the Tax Court and revenue authorities more than general courts, and most buyers are accounting firms.

Source: Operator VerifiedAs of Sep 2, 2026Evidence
Professional Responsibility

Bar Guidance Alignment

Has the vendor engaged in public with the ethics opinions its buyers are bound by?

Not addressed

No located public material engages with bar or ethics guidance.

The home page, how it works, the pricing page, the security page, the Subscriber Agreement, the Terms of Use and the privacy notice name no professional guidance: no ABA Formal Opinion 512, state bar opinion, or AICPA or state accountancy board guidance. Most named customers are CPA firms bound by accountancy guidance. Blue J covers the duty in its own terms, at section 7 of the Subscriber Agreement and section 12 of the Terms of Use.

Source: Operator VerifiedAs of Sep 2, 2026

Billing and Fee Posture

Does the vendor address what happens to the bill when the work takes an hour instead of six?

Savings claims only

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.

Blue J claims three hours saved per user per week and 75 percent less research time. Its pricing page calculator turns those into money, with an example of 208 hours, $412,000 of billable capacity and eighteen more client matters a year, based on average savings seen among users. Nothing says how AI assisted work should be recorded, billed or disclosed to clients, and no record of AI use by matter is described.

Source: Vendor PublishedAs of Sep 2, 2026

Outside Counsel Guideline Readiness

Can a firm get this vendor through a client’s AI clause without a bespoke negotiation?

Subprocessors listed

A current subprocessor or model provider list is published.

Blue J publishes its subprocessor list openly on the security page: thirty one named entities with role and location, including OpenAI, Google and Microsoft for AI, Pinecone for vector search and ValsAI for benchmark testing. Section 11 of the Terms of Use ties the list into the contract. The SOC 2 report needs a signed nondisclosure agreement, and no data processing agreement is published.

Source: Vendor PublishedAs of Sep 2, 2026

Court Disclosure Support

If a judge’s standing order requires an AI disclosure, can the product produce one?

Not addressed

No located public material addresses court disclosure or verification certification.

Nothing on the home page, how it works, the pricing page and feature matrix or the security page, or in the Subscriber Agreement or Terms of Use, addresses standing orders, AI use disclosure or certification that a person checked the citations. Answers carry citations and can be exported to PDF or Word, but the export does not record which model produced a passage, what was retrieved or who reviewed it. In tax practice such work reaches revenue authorities more often than courts, and neither setting is addressed.

Source: Operator VerifiedAs of Sep 2, 2026
Contact

Correct a record, or ask how something was graded

Every grade and every signal on this index is drawn from public sources and dated. If a record is wrong, out of date, or missing an artifact the index did not locate, send the source and it will be reviewed and the record redated. Vendors are welcome to submit documentation. Nothing on this index is for sale, including a listing, a placement, or a grade.

AI Legal Index

The AI Legal Index is an independent index that tracks changes to AI vendors in legal. It holds 462 vendors across 9 categories, each graded on the same 15 capability axes and recorded against 12 legal signals, from public sources. No vendor pays for inclusion, placement, or rating.

Index Status
Last index update
October 16, 2026
The AI Legal Index is an editorial reference. It is not a regulatory body, not a law firm, and nothing published here is legal advice or a recommendation to retain or avoid a vendor. Records are verified against published sources, bar guidance and public court records. Where a record reads not addressed, the material was not located in public sources on the date shown. See the Methodology page for evaluation standards and limitations.
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