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Lawmatics

A CRM and marketing automation platform with AI sold as a metered add on. Lawmatics was founded in 2017, and its core is intake forms, pipeline management, drip campaigns, document generation, scheduling, conflict checking and attribution reporting, all workflow automation that works without generative AI. QualifyAI is the model layer, and it is not bundled: independent review says it is an add on with separately priced credit bundles, available on higher tiers and not on the entry plan. A capability a customer can decline, and that the entry plan does not include, is not what the platform is.

Nothing published. QualifyAI produces a score and a qualification decision rather than prose, so there is no citation to ground, but its accuracy can be tested: it scores inquiries on case fit and conversion likelihood, and whether those scores predict outcomes can be measured against the firm's conversion data, which the platform holds through its attribution reporting. No accuracy figure, calibration statement, precision or recall on qualification, false negative rate or evaluation is published.

The oversight model is commercial rather than published. QualifyAI is an opt in paid add on metered by credits, so a firm decides whether automated qualification runs at all and how much of it runs. Its stated function is advisory: scores surface high value leads for attorney follow up, which prioritizes a person's attention rather than deciding in their place. Nothing is published about the mechanics. Independent review describes QualifyAI as routing leads and filtering noise, and nothing states whether a low scoring inquiry is deprioritized, hidden, answered automatically or discarded. No threshold, override or review path is described, so a firm cannot tell what happens to the leads the model rejects.

A deep independent review base and no customer evidence from the vendor. At least six independent review and comparison publications assess the product, several with dated 2026 coverage, and they agree on the three user minimum, annual contracts, the add on structure of QualifyAI and Time and Billing, and its position against Clio Grow. One independent assessment calls QualifyAI useful for filtering noisy inquiries, a reviewer's judgment rather than a vendor claim.

Company facts can be checked: founded in 2017, with a cofounder who previously founded MyCase. No law firm customer is named in any located material, and no case study, usage figure or outcome claim with a figure was found. The vendor sells attribution reporting that measures which marketing produces signed clients, and publishes no such figures of its own.

Nothing located. No confidentiality statement, no encryption reference, no data handling description and no treatment of privilege or prospective client confidences was found. One product feature makes the omission stand out rather than blend in: advanced conflict checking is offered on the Premium tier, which means the vendor has built a feature addressing one professional obligation attaching to intake data while saying nothing about the confidentiality obligation attaching to the same data.

A conflict check requires holding and comparing prospective client information across a firm's whole contact base, which is precisely the material whose handling is unaddressed.

Not located. The platform runs automated intake through forms and drip sequences, and QualifyAI assesses whether an inquiry fits a firm's practice area, case value and geography criteria, which decides whether this firm will take a person's legal problem. Nothing published says that automated messages or scoring output are not legal advice, addresses what a follow up sequence may say to a prospective client, or engages any professional conduct framework.

No conversational agent answers substantive questions here, so the exposure arises from automated messaging and qualification rather than advice.

Nothing published. QualifyAI scores inquiries on case fit and conversion likelihood using intake form responses and prior engagement signals, and two of its stated criteria are geography and case value. Case value scoring directs attorney attention toward inquiries expected to be worth more, in practice areas such as personal injury, family law, criminal defense and immigration. No AI policy, model card, bias or fairness testing, evaluation method, accuracy monitoring, drift statement, governance body, ISO 42001 or EU AI Act position is published.

No stewardship position is published. Nothing states whether intake form responses, engagement signals, contact records or conversion outcomes are used to train or improve QualifyAI, no retention period is published, and no deletion right is described. QualifyAI is said to score on conversion likelihood using prior engagement signals, and nothing published says whether any learning from outcomes is limited to the individual firm or pooled across the vendor's customers. A firm cannot tell which it is buying.

No published position is published on liability for AI output, warranty, service levels or remedy. A wrongly scored inquiry may be deprioritized or filtered, the prospective client contacted late or not at all, and the error never seen by anyone. The platform holds the attribution and conversion data that could reveal systematic scoring failure, and nothing indicates that data is used to audit the model or shown to the customer for that purpose.

Automated drip sequences also send messages to prospective clients on the firm's behalf, and nothing addresses responsibility for what they say or for messaging errors.

A fully listed integration set, spanning practice management, communications, payments, accounting, advertising and developer access. Named: two way sync with Clio Manage and MyCase, Microsoft 365 and Google Workspace for email and calendar, Twilio for SMS and call tracking, Zoom for video consultations, QuickBooks on higher tiers, LawPay, Google Ads and Facebook Ads for source attribution, Zapier and Make, and a REST API on the Enterprise tier.

Independent review describes a completed workflow: converting a prospect creates a matter in Clio with contact information, intake notes and documents synced, removing duplicate entry. The advertising integrations close the loop from ad spend to signed client. The REST API is limited to the Enterprise plan, and no API documentation is published.

Nothing located. No hosting provider is named, no region or residency commitment is published, and no deployment options are described. The product is built for US law firms, and it holds prospective client contact data, intake responses and communications for firms whose own state privacy duties attach to that material. Named integrations route data through Twilio, Google, Microsoft and the advertising platforms, with no published statement of where any of it sits.

No certification, attestation, trust center or security page is published. No SOC 2 report of either type, ISO 27001 certificate, named auditor, penetration testing partner or encryption statement was found on the pages read, and there is no gated route to one. The platform holds a firm's whole prospective client database and runs its client communications through named third party processors.

Nothing located. No foundation model provider, model family or version is named for QualifyAI, no distinction is drawn between proprietary and third party models, and no subprocessor list was found. The absence is notable against the vendor's otherwise detailed integration disclosure: Twilio, Zoom, QuickBooks, LawPay, Google and Microsoft are all named as parties in the data path, so the vendor evidently does name third parties when it chooses to, and names none for the component that processes prospective client information to produce a score. A firm can determine who carries its text messages and cannot determine what evaluates its prospective clients.

The structure is disclosed in detail, and the vendor publishes no figure. Independent sources agree on three tiers, Essential, Premium and Enterprise, priced per user with a three user minimum and annual contracts. QualifyAI is an add on with separately priced credit bundles, Time and Billing is a further add on, and SMS and MMS are metered by usage. Features are gated by tier: QualifyAI is not on the entry plan and the REST API is limited to Enterprise.

A buyer knows the shape of the bill and what drives it up. Independent reconstructions of the price conflict, with one reporting plans at $199 and $299 a month and another reporting custom pricing throughout, so no authoritative published price exists. The source basis is third party estimates.

Coverage is characterized specifically, on both firm profile and practice area. Firm coverage has a floor and a ceiling: US firms of roughly three to fifty attorneys, with a hard three user minimum, and independent review says the product fits poorly below that volume and that larger firms usually run other platforms. Practice coverage names personal injury, family law, criminal defense, immigration and estate planning as strong fits, all practices with high inquiry volume, and practice area templates ship ready to use.

Jurisdiction is stated only as the United States, with no state level detail, although conflict checking and intake vary by state. Much of the practice area description comes from independent review rather than vendor material.