LawPro.ai
LawPro.ai reads the medical file on a personal injury case and turns it into the working documents a firm builds a claim from. A firm uploads a client's records and the platform sorts, indexes and returns a categorised medical chronology, a case summary, an itemisation of medical costs, and a set of drafted documents, with the vendor stating that organisation of an uploaded file takes under a minute. The platform is divided into named modules: TimeLineD for an interactive, searchable visual chronology of every treatment event; FileLens for seeing what is inside each file without opening it; Snapshot for the essentials of a case at a glance, covering injuries, treatments, medications and referrals; SpecialsAI for identifying every medical cost so a firm can value the claim; Case360 for a whole-case view; LegalDocs for turning records into demand letters, mediation and arbitration statements and deposition preparation material; and Case Assistant, a conversational tool that answers plain-English questions about the case directly from the records with citations back to the source. The vendor markets a proprietary framework it calls Hallucination Prevention Technology, described as patent-pending and as checking that outputs are grounded in the underlying documents before a user sees them. It is sold to personal injury firms and separately to healthcare networks and revenue cycle operations, reached through a browser with login credentials rather than an installation, with a free trial, an onboarding session and a dedicated customer success manager included in the plan. LawPro.ai, Inc. is independent and based in Los Angeles.
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.
Remove the models and nothing remains to sell. Every named module is an inference product over an uploaded medical file: TimeLineD builds the chronology, FileLens characterises each document, Snapshot extracts injuries, treatments, medications and referrals, SpecialsAI identifies and totals medical costs, Case360 assembles the whole-case view, LegalDocs drafts the demand and the deposition preparation material, and Case Assistant answers questions from the records. There is no document management system, no case management system and no workflow layer underneath that would still be worth buying without them; the platform does not store a firm's matters or run its practice, it reads files and returns analysis. The plan's own inclusion list makes the point, running to an onboarding session, AI-generated summaries, medical timelines and billing, and an AI chat assistant. Checked 4 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.
Accuracy is the vendor's headline claim and it is asserted rather than measured. A dedicated page describes Hallucination Prevention Technology as a patent-pending framework embedded in the platform that helps ensure outputs are grounded in verified source documentation before they are presented, and that helps reduce the risk of unsupported or misleading outputs. Every sentence describing it is in that register: helps ensure, helps reduce, supports, strengthens. No mechanism is described, no validation method is named, no accuracy figure appears, no test set is described, no evaluation is published and no error rate is given, so nothing on the page can be tested by a reader. Grounding is real in the product sense, since outputs are repeatedly described as citation-backed and Case Assistant answers straight from the record, but no retrieval method is described anywhere, which is what the band above requires. One detail belongs on the record because it bears on how much weight the page carries: the same HPT page is padded with unedited website-template content, including two sales-pipeline sections headed for lead stages and sales bottlenecks and carrying lorem ipsum placeholder text.
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.
A review surface is built into the output and the threshold is never stated. The strongest oversight feature is architectural rather than promised: outputs are citation-backed to the underlying record, so a lawyer can trace an assertion to the page it came from, and the vendor states that its reports and chronologies are auditable so attorneys can review, verify and explain every AI-generated insight to clients. That is a real control and it is what lifts this above an asserted human-in-the-loop. What is missing is the structure around it. Nothing states which outputs require review before use, what the system does when it cannot ground a finding, or what happens after an error. Two of the vendor's own claims sit against each other without being reconciled: documents are described as ready-to-send in minutes, while the same estate frames outputs as insights an attorney verifies. Following the treatment for a vendor's own statements conflicting, the conflict is not the deduction; what it reveals is that the point at which a drafted demand leaves the firm unreviewed is unstated, and that is the limb this band names as commonly absent.
Operational and Outcome Evidence
Named, dated evidence that the product works in production at real firms or legal departments. Case studies with figures and identified customers count. Unattributed testimonials and launch announcements do not.
Named firms carrying figures, with no dates and no method, which is unusually strong on attribution and short on everything that would let a reader test it. Zipin, Amster and Greenberg LLC is named against two figures, twice the demands written per week and eight times faster medical record processing. A second named customer, BIPA, carries 20 per cent more cases processed and a 33 per cent increase in case value. Three testimonials are attributed by first name, role and firm: Michelle S. at Aaron Law Group, Liz G., a paralegal at Patterson Dahlberg Injury Lawyers, and Shelby P., a paralegal at Fleschner, Stark, Tanoos and Newlin, whose account is quantified, reporting a full day a week saved for each of three support staff. This exceeds what the band's own words describe, since the band contemplates a named customer without figures or figures without the named customer and this record has both joined. It falls short of the band above on two limbs rather than one: nothing is dated, and no method is published for any figure, so a reader cannot assess what was measured or over what period. A separate set of larger claims is unattributed entirely, running to a 60 per cent boost in case value, 20 per cent more cases with no additional resources, 90,000 dollars additional revenue per lawyer and 50 hours saved per case. The customers and testimonials pages were not opened in this pass and are the cheapest available upgrade on this record.
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.
Confidentiality is asserted in general terms and no commitment can be read before signing. The product ingests complete medical files and case material for injury claimants, which is privileged and protected health information in the same documents. What is published about it is a HIPAA compliance badge in the footer and a statement in the vendor's own blog that all medical records and client data are protected with industry-leading encryption and strict privacy controls. That is the whole of it. The site publishes no terms of service, no customer agreement, no privacy policy, no data processing addendum and no business associate agreement; the navigation and footer were inventoried across four pages on 4 September 2026 and the only contract-adjacent document is a four-sentence Fulfillment Policy, published to satisfy a payment processor, which addresses cancellation and final billing and refers the reader to the cancellation terms in their signed contract. That contract is not published, which is exactly the position this band describes: the commitment exists in a sales conversation and cannot be read in advance. No privilege or work product treatment, no statement on training, no retention position and nothing on segregation between firms was located.
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.
Nothing published addresses the advice line, on a product that drafts the documents a claim is presented through. LegalDocs produces demand letters, mediation statements, arbitration statements and deposition preparation material, and SpecialsAI is sold on the promise that a firm can instantly know what a case is worth, which is a valuation judgement. Against that there is no statement that the company is not a law firm, no disclaimer that output is not legal advice, no description of the professional judgement a lawyer must apply before sending a drafted demand, no jurisdiction limit and nothing on supervision or competence. There are no terms of service on the estate in which such a disclaimer could sit, so this is not a case of a disclaimer buried in an agreement. The audience is bounded only by marketing framing, the site describing the product as built by lawyers for lawyers. The band above does not fit, because it describes a boilerplate disclaimer sitting in the terms alongside advice-flavoured marketing, and no disclaimer exists at all. Searched the home page, the seven module pages reached through the navigation, the HPT page, the free trial page, the Fulfillment Policy and the footer inventory on 4 September 2026.
AI Governance and Bias Disclosure
Published governance over model behaviour: who owns it inside the vendor, what is tested before release, and what is disclosed about disparate output across matter types, parties, or populations.
No governance position of any kind was located. There is no responsible AI page, no principles statement, no accountable owner named, no pre-release testing regime, no management system and nothing on uneven output. Hallucination Prevention Technology is the nearest artifact and it is an accuracy and output-quality claim rather than a governance framework; it names no owner, no testing programme and no results, and it is graded on the accuracy row rather than counted twice here. The gap is pointed on this product class specifically, because the system extracts clinical findings from injured claimants' records and produces a valuation of what a case is worth, and nothing published addresses whether that valuation performs evenly across injury types, treatment histories or claimant populations. The navigation and footer were inventoried on 4 September 2026 and carry no governance, ethics or responsible AI surface.
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.
Nothing published addresses retention, deletion or access for a platform built to hold complete medical files. There is no privacy policy on the estate, no security page, no trust centre and no data processing addendum; the footer inventory carries About, Contact, Pricing, the platform index, a Fulfillment Policy and Careers, and nothing else. No retention period is stated for uploaded records, generated chronologies, drafted documents or the questions a user puts to Case Assistant. No deletion or return-of-data commitment exists. No subprocessor is named, no cloud provider is identified, and no encryption specification, access control model, audit logging or incident practice is described anywhere. What is published is a HIPAA badge in the footer and a general assertion in a blog post that records and client data are protected with industry-leading encryption and strict privacy controls, which names no control. The band above does not fit, because its words describe a generic privacy policy covering the product without saying what happens after processing, and here there is no privacy policy at all.
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.
Nothing published addresses who bears the loss when the system is wrong. No terms of service, customer agreement or master subscription agreement appears anywhere on the estate, so there is no indemnity, no liability cap, no warranty position, no disclaimer of warranties, no insurance statement and no service level commitment to read. The single contract-adjacent document is the Fulfillment Policy, four sentences published to meet a payment processor's requirement, which states that customers may cancel by giving notice as set out in their contract and that outstanding balances for services rendered fall due on cancellation. It allocates nothing. Everything else is deferred to a signed contract that is not published, so a buyer cannot establish before a sales process what the vendor stands behind when a chronology omits a treatment, a cost itemisation understates specials, or a drafted demand misstates the record. The band above does not fit, since it requires a standard limitation clause disclaiming the product's exposure and there is no clause. Searched the full navigation and footer inventory across four pages, and the Fulfillment Policy, on 4 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.
Integration is claimed throughout and no documentation an implementer could use was located. The estate states that a firm can seamlessly integrate with existing software and securely upload files in seconds, and a first-party announcement records a strategic partnership with SmartAdvocate, a case management platform, directed at connecting medical record automation to case management. A second announcement states that case management integrations have improved without naming what changed. That is a named counterparty and a stated direction of travel, which is real, but nothing published states what syncs, in which direction, on what trigger, or what a firm must configure, and no API, developer documentation or field mapping appears anywhere. The vendor's own free-trial FAQ frames the product as requiring none of this, saying it is a web-based platform, that no integration work is required, and that a customer receives login credentials and is working within a couple of clicks, which describes ease of onboarding rather than depth of connection. A dedicated integrations page exists in the navigation and was not opened in this pass; it is named here as the limit, and the grade rests on the material that was read.
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.
Cloud delivery is stated plainly and neither of the two limbs is addressed. The vendor describes the product as a web-based platform reached with personalised login credentials, with a separate application host for the live product, so there is no ambiguity about how it is delivered and no on-premises or self-hosted option is offered or mentioned. Beyond that nothing is published. No statement says whether the platform is single or multi-tenant, no dedicated or isolated tenancy option appears at any tier, no region is named for storage or for processing, no cloud provider is identified, and no data residency commitment exists, which is a live question for a platform holding protected health information for US claimants. The only geographic fact published anywhere is the company's own address in Los Angeles, which locates the company rather than the data. With no security page and no agreement on the estate, there is no surface on which either limb could have been answered.
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.
Two badges in the footer, and nothing behind either of them. The footer carries a HIPAA compliance mark dated 2026 and an AICPA SOC for Service Organizations mark, presented as images on every page. Neither is accompanied by a scope statement, an examination period, a named auditing firm, a report, or a route to request one. No trust centre or security page exists on the estate, and the navigation and footer inventory carry no compliance surface at all, so there is nothing gated to request and this is an absence rather than a retrieval limit. The distinction that matters to a buyer is not drawn anywhere on the site: HIPAA is a statutory obligation the company self-attests to, while a SOC examination produces a dated report with a defined scope, and displaying the AICPA mark without naming the type, the period or the auditor tells a firm nothing about which systems were examined. No business associate agreement is offered despite the HIPAA claim. This is the band its words describe: badges on the site with no scope, no date, and no report available.
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 names its own framework and identifies nothing underneath it. Hallucination Prevention Technology is presented as a patent-pending proprietary framework embedded in the platform, and the rest of the estate refers to our AI platform, artificial intelligence automation and AI technology. No model is named, no provider is named, no version is given, no processing location is stated, and no commitment to notify customers if any of that changes was located. This is a product that reads protected health information, so which provider's model sees a claimant's medical file is a question a firm would need answered for its own compliance position, and no published source answers it. Nothing identifies a hosting arrangement either, and with no subprocessor list and no privacy policy on the estate there is no secondary surface where the supply chain might have surfaced. This is the middle band rather than the floor because the vendor does describe a proprietary architecture and claims a framework of its own.
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 pricing information is published at any level, and the page that should carry it is broken. Pricing appears in the main navigation and again in the footer, and both links resolve to a 404 error, confirmed on 4 September 2026. Every other commercial route on the site is a form: start a free trial, request a demo, or speak with an expert. The nearest thing to published commercial information is a block headed with what is included in the plan, listing an onboarding session, AI-generated summaries, medical timelines and billing, an AI chat assistant and a dedicated customer success manager. That is an inclusion list with no figure, no unit of charge, no term and no tier structure, so a buyer cannot learn whether the product is charged per seat, per case, per page or per firm. The Fulfillment Policy confirms that commercial terms live in an individually signed contract. No pricing row is owed on this record, because nothing published lifts this off the floor of the band.
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 buyer is stated precisely and narrowly, and the edges are left open. The navigation divides the market into three named segments the product is built for: personal injury firms, healthcare networks, and revenue cycle operations, each with its own page, which is an unusually clear statement of who is being sold to and rare in that it names two non-legal buyers alongside the legal one. Within legal the scope is personal injury and injury claims throughout, with no attempt to claim coverage of other practice areas, and the workflow described is specific to that practice: intake through medical record review, chronology, specials itemisation, demand, mediation and arbitration statements and deposition preparation. What is absent is any boundary. Nothing states a firm size the product suits or does not, nothing identifies a claim type or record type it should not be used on, and nothing addresses defence-side or insurer use, which is a live question given that the same platform is sold to healthcare networks and revenue cycle operations whose interests can sit opposite a claimant's.
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?
No located term or policy addresses the question either way.
No located term or policy addresses the question either way. The estate publishes no terms of service, no customer agreement and no privacy policy, so there is no instrument in which a training permission or prohibition could sit, and no product or marketing page states that customer content does or does not train models. The agreement search this value requires was run against the full page inventory rather than assumed: the navigation and footer were walked across four pages on 4 September 2026 and the only contract-adjacent document is a four-sentence Fulfillment Policy addressing cancellation and final billing, which defers all other terms to an unpublished signed contract. Nothing turns on de-identification or aggregation because no clause of any kind was located. The absence is worth stating in its own terms: the material at issue is complete medical files belonging to injury claimants, uploaded by the firms that represent them.
Prompt and Output Retention
How long does the product keep what a lawyer typed, and can that be set to zero?
No located public material states how long prompts and outputs are retained.
No located public material states how long anything is kept. Uploaded medical records, generated chronologies, cost itemisations, drafted demands and the questions a user asks Case Assistant all plainly persist, since the product is built around returning to a case file over time, and no period, configuration option, deletion route or return-of-data commitment attaches to any of it. There is no privacy policy on the estate in which a retention section could sit, and the Fulfillment Policy addresses only cancellation notice and final billing, saying nothing about what happens to a firm's uploaded files when the relationship ends. Searched the home page, the seven module pages, the HPT page, the free trial page, the Fulfillment Policy and the full footer inventory on 4 September 2026.
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 located public material addresses walls or separation between firms, users or matters. Nothing states whether the platform is single or multi-tenant, no permission or role model inside a firm's workspace is described, and no matter-level access control is mentioned on any product page. The nearest published facts concern access rather than partition, and they are thin: a customer receives personalised login credentials and works in a browser. The question has an unusual edge on this record, because the same platform is sold to healthcare networks and revenue cycle operations as well as to plaintiff firms, and nothing published addresses whether and how data belonging to those different customer types is kept apart. Searched the home page, the module pages, the HPT page, the free trial page and the footer inventory on 4 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?
No located term or policy addresses third party requests for customer data.
No located term or policy addresses third party requests for customer data. There is no terms of service, no privacy policy and no data processing addendum on the estate, so nothing sets out what the vendor does when a subpoena, a warrant or a government demand reaches a claimant's medical file held in the platform, and nothing commits to or reserves discretion over telling the customer. No transparency report exists. The confidentiality section of a master agreement is where this signal's evidence normally lives, and on this record no master agreement is published at all. Searched the full navigation and footer inventory across four pages, the Fulfillment Policy, and the free trial FAQ on 4 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?
No located public material identifies the corpus behind the product’s answers.
No located material identifies a corpus, and the question does not bite on this product class. The material the models work on is the firm's own client's medical records, bills and case documents, uploaded by the firm; the product does not retrieve or present primary law, so there is no case law source, statutory database, publisher or licensed reference set behind its output. Recorded as the honest absence rather than a finding against the vendor. Searched the home page, the seven module pages and the HPT page on 4 September 2026.
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.
Nothing addresses checking authority for subsequent history, and the product neither retrieves nor cites primary law. Its citations run to the client's own uploaded records rather than to cases or statutes, and its outputs are chronologies, cost itemisations, case summaries and drafted demand and deposition material. The value is the honest absence rather than a finding against the vendor. Searched the home page, the seven module pages, the HPT page and the free trial page on 4 September 2026.
Refusal and Uncertainty Behaviour
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 located material describes what the system does when it cannot ground an answer, and the nearest artifact was weighed and declined. Hallucination Prevention Technology is described as helping ensure that outputs are grounded in verified source documentation before they are presented to users, which asserts a validation gate ahead of display. What is never stated is the behaviour on the other side of that gate: nothing says whether an ungrounded finding is suppressed, flagged to the user, retried, or returned with a caveat, and no abstention path, no-answer state or confidence signal is described anywhere. A framework that claims to catch unsupported output without saying what it then does is an accuracy claim rather than a documented uncertainty behaviour, and it is graded on the accuracy row instead. Searched the HPT page, the home page, the module pages including Case Assistant, and the free trial page on 4 September 2026.
Fabricated Citation Record
Does a public court record exist involving output from this product?
No court order, opinion or disciplinary record naming this product has been located as of the date shown. This is a statement about the public record, not a finding about the product.
The AI Hallucination Cases database maintained by Damien Charlotin was searched on 4 September 2026 on the product name LawPro and on the corporate name LawPro.ai, Inc. No court order, opinion or disciplinary record naming the product or the company was located. This records the state of the public record on that date and is not a finding about the product.
Bar Guidance Alignment
Has the vendor engaged in public with the ethics opinions its buyers are bound by?
Public materials refer to professional responsibility in general terms without naming guidance.
Professional responsibility is engaged in general terms and no authority is named. The vendor's blog material on medical record review frames the question for firms as not whether to adopt AI but how to do so ethically and responsibly, states that legal professionals rightly demand more than efficiency, and claims uncompromising ethical standards and support for firms reviewing records responsibly. That is a genuine engagement with the professional dimension rather than silence, which is why this sits above the floor. What is absent is any authority: no bar association, no rule of professional conduct, no ethics opinion and no jurisdiction-specific guidance is named anywhere, and nothing maps a firm's obligations when a drafted demand or a case valuation produced by the platform is relied on. There is no terms of service in which such a mapping might otherwise have appeared.
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.
Time and money claims are published throughout and nothing addresses the bill. The estate carries 50 hours saved per case, 90,000 dollars additional revenue per lawyer, twice the demands written per week at a named firm, a claim that law firms collectively spend six billion dollars a year on case support costs that can now be automated, and an account of three support staff each saving a full day a week. None of it reaches the question. No per-matter record of AI-assisted work is offered to a firm, no guidance on fee or disclosure treatment is published, and nothing addresses what a client is told when the chronology and the demand behind their settlement were machine-drafted. The direction is worth recording on this record specifically: the buyers are contingency-fee plaintiff firms, so compressed preparation time does not reduce a client's bill, and the vendor's own framing is that the saved time converts into more cases and higher revenue per lawyer.
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.
No located public material would let a firm answer a client's AI clause. No subprocessor list is published, no model or model provider is named, no cloud provider is identified, and no data processing addendum, business associate agreement or consent pack exists on the estate, so a firm cannot state whose model reads its client's medical file or which third parties touch it. There is no route offered to request any of it: no trust centre, no security page, no compliance documentation link, and no statement that such material is available on request, which is what separates this from the value above it. One counterparty is named in first-party material, SmartAdvocate, and it is a case management partner rather than a supplier that processes client content on the vendor's behalf, so it is recorded rather than credited. Searched the full navigation and footer inventory across four pages on 4 September 2026.
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.
Elements of a record exist as a property of the output, short of anything built for disclosure. Outputs are citation-backed to the underlying medical record, and the vendor states that its reports and chronologies are clear and auditable so that attorneys can review, verify and explain every AI-generated insight to clients. That is a per-assertion trace from a machine-generated statement to the source page it rests on, which is a real element of the record this signal contemplates and is different in kind from a platform activity log. What is missing is the rest of it: no model or version is identified against any output, nothing marks which parts of a drafted demand or chronology were machine-generated, no record of human verification is captured, and no export is designed or described for producing any of it to a tribunal or a client. No guidance or template on disclosing AI-assisted work is published, and with no terms of service on the estate there is no instrument addressing it either.