AI Disclosure

How SPEIDER uses AI.

Effective September 29, 2026

1. About This Document

This AI Disclosure explains how Speider uses artificial intelligence in its product, what the AI does and doesn't do, the limitations subscribers and their clients should know about, and the responsibilities that fall on each side of the platform. It supplements the Privacy Policy (which covers data handling) and the Terms of Service (which is the contract between you and Speider); it doesn't replace either.

Read this if you're a subscriber, if you advise a client whose work product touches Speider output, or if you're evaluating Speider for adoption.

2. What Speider Does

Speider is a legal intelligence monitoring platform for lawyers advising business clients. The product takes a structured profile of each client (counterparties, jurisdictions, agreements, regulatory exposure, monitoring keywords), compresses that profile into a "Client Lens," and uses the Lens to find and rank publicly available material from external sources. The output is a briefing, which you start with the Generate Pull button: ranked articles, summaries, contextual notes about why each article matters to that client, and considerations for the lawyer.

The specific places in the product where AI is used are described in Section 4.

3. The AI Models We Use

Speider uses commercial AI services from two providers:

  • Anthropic (Claude): The analysis and writing layer: company autofill, intake template suggestions, Client Lens generation, document parsing, briefings and their card summaries, memo and email exports, client notes, and Scout, the in-product assistant. Accessed through Anthropic's commercial API.
  • Voyage AI: Text embeddings for semantic matching: article text and lens-derived search terms are converted into numerical vectors so related material can be found. Voyage produces no prose; nothing it returns appears as words in your briefings.

Neither provider uses Speider inputs or outputs to train its models, under our agreements with each. Model identifiers are pinned in our codebase and updated deliberately when we choose to update them.

4. Where AI Is Used in the Product

Speider uses AI in nine places. For each, we describe what goes in, what comes out, what the output is for, and what it isn't.

Company autofill

When you enter a company name on the new-client intake form, Speider runs web searches and pre-fills the rest of the form: public or private status, ticker, industry, jurisdictions, suggested counterparties, regulatory agencies, named individuals, and likely agreement types. Sources are cited.

You can edit any field before saving. Nothing the autofill produces is final until you save the client profile.

Intake templates

If none of the built-in client templates fits, you can describe the kind of client in a few words ("boutique hotel operator") and Speider drafts a generic starting point for the intake form: industry, monitoring keywords, agreement types, regulators, and a monitoring focus.

The draft names no real company or person, and it fills the form rather than saving anything. You review and edit it before the client profile is saved.

Client Lens generation

When you save a new client profile or regenerate an existing lens, Speider compresses the structured intake data and any uploaded documents into a Client Lens: a privacy-safe list of names, flags, monitoring keywords, and obligation criteria used to find news for that client.

The Lens is editable from the Client Lens page. You can remove individual values, add focus prompts, and create additional lenses scoped to different practice areas for the same client.

Briefing generation

When you click Generate Pull, Speider gathers recent material from its sources and rates each item's relevance against the Client Lens. The ranking and the relevance dots on each card come from those ratings, and the AI may add a sentence of context to the briefing's summary line.

Every article links back to its original source. Click through and verify before relying on any factual claim.

Card summaries

Once a briefing is saved, Speider writes a summary, context for your client, and considerations for the top-ranked cards, the ones you're most likely to read. Each is written from that article's stored text and the Client Lens.

A sentence the article's text doesn't support is removed rather than shown. That lowers the risk of an invented fact; it doesn't remove it, so read the source before relying on a card.

Memo and email export

When you export a briefing as a Word memo or an email draft, Speider writes the memo's prose for the articles you selected, from each article's stored text and the Client Lens, under the same rule as card summaries.

The export is a draft for you to edit. It goes nowhere until you send it yourself.

Client notes

From a single article card, Speider can draft a short note to your client about that development. The note reports facts from the article and raises questions for the client; it doesn't draw legal conclusions or recommend a course of action.

If any fact in the draft can't be checked against the article, no note is produced. You edit the note and send it under your own name.

Scout chat

Scout is the in-product chat assistant. He answers questions about how the product works, helps you understand a briefing, and stays on the product itself.

Scout doesn't give legal advice. His instructions tell him not to take political or social positions and not to weigh in on whether a development is good or bad for a client. If you ask Scout a legal question, treat his answer as a starting point and check the law yourself.

Document parsing

When you upload a contract, relationship matrix, or list (PDF, Word, or Excel) on the intake form or the edit-client form, Speider transmits the file to Anthropic for a single parse call. Anthropic returns a narrow set of structured fields: the client's industry, counterparty names, agreement types, jurisdictions, the regulatory agencies the document mentions, obligation types, and suggested monitoring keywords.

The document is held in serverless function memory for the duration of the parse call (typically under thirty seconds) and discarded the moment the call returns. The original is never written to our database or to disk on our infrastructure. From uploaded documents, we never extract the names of individuals (not executives, not signatories, not anyone), dollar amounts or payment terms, dates or deadlines, contract language, trade secrets or technical specifications, or personnel and contact details. See Section 7 for the data flow.

5. What Speider's AI Doesn't Do

Speider's AI isn't a lawyer, and it isn't your lawyer. In particular:

  • The AI doesn't give legal advice. Every briefing, summary, consideration, and Scout response is informational only. Nothing produced by Speider is a legal opinion or a recommendation about what to do in a specific client matter.
  • No attorney-client relationship is formed. Using Speider doesn't create an attorney-client relationship between you and Speider, between your client and Speider, or between any party and Anthropic.
  • The AI doesn't guarantee accuracy or completeness. AI output can be wrong, incomplete, or outdated. Section 6 details the known limitations.
  • The AI isn't a substitute for your professional judgment. You're the lawyer. The reading of any briefing, the decision to act on what's in it, and the framing you give your client are yours.
  • The AI isn't making a determination about your client matter. Speider produces structured monitoring output. Whether and how that output bears on a specific representation is a question only you can answer.

6. Known Limitations

Subscribers and their clients should understand the following limitations before relying on Speider output:

  • Hallucinations. AI models occasionally generate plausible-sounding but false content: a citation that doesn't exist, a holding that isn't in the opinion cited, a deadline that isn't in the underlying filing. This is less frequent in current models than in older ones, but it isn't zero. Every article in a briefing links to its original source. Click through and read the source before relying on any factual claim in an AI-generated summary, consideration, or Scout response.
  • The 90-day lookback ceiling. Each briefing reaches back 90 days. Older relevant material, such as a court decision from six months ago that frames this week's regulatory action or a 10-K filing last year that explains this week's 8-K, won't be surfaced even if material to the matter.
  • Paywall blindness. A significant share of legal and business reporting sits behind paywalls Speider doesn't subscribe to (Wall Street Journal, Financial Times, Bloomberg's subscription tier, New York Times, JDSupra after the public excerpt). When an article is paywalled, Speider has access to the headline and lede only. A summary can miss material detail behind the paywall.
  • Source-coverage gaps. Speider doesn't carry every source a lawyer might want. We don't carry state court dockets, the PACER docket (we have federal court opinions from GovInfo and Supreme Court and state court opinions from CourtListener, but not the underlying filings, motions, or briefs), most international regulatory bodies, or paywalled trade press. If your client's biggest exposure sits in one of those areas, Speider is one input, not the whole picture. Coverage expands over time; the current scope is described on the FAQ page.
  • Relevance scoring can be wrong. Each article gets a relevance score (the five dots on every article card) reflecting how strongly it fits your Client Lens. The scoring can be wrong in either direction: an article scored low might matter to you, and an article scored high might only loosely fit. Read the score as a guide to what to read first, not a determination.
  • Model upgrades can shift behavior. Anthropic occasionally releases new model versions and retires older ones. Speider pins model identifiers in the codebase and updates them deliberately, but a model change can subtly shift summary tone, ranking edges, or what Scout says. We don't yet snapshot outputs against a regression set across model changes.

7. Data Flow and Privacy

What you put in (the client profile, uploaded documents, additional monitoring context) is stored in our own database (Supabase) and processed by our two AI providers, Anthropic and Voyage AI. Search terms built from it also go to the news and court search services named below. The full data-handling description, with every vendor, is in the Privacy Policy. The AI-specific points are:

  • What goes to our AI providers. Every analysis or writing step sends the relevant portion of the Client Lens and any associated content (uploaded document bytes, briefing search results, your chat message) to Anthropic for processing. Semantic matching sends article text and lens-derived search terms to Voyage AI, which returns only numerical vectors. Each provider's output is what Speider then stores or surfaces.
  • What goes to search services. Finding material for a briefing isn't an AI step, but it does send lens-derived search terms, including the names of people on a client's watch list, to the news and court search services GNews, Google News and CourtListener. The Privacy Policy lists what each receives.
  • No training. Neither Anthropic nor Voyage AI uses Speider inputs or outputs to train its models, under our agreements with each.
  • Uploaded documents aren't kept. When you upload a document for parsing, the file is transmitted to Anthropic in the document parse call, the structured extraction returns, and the file is discarded from memory at the close of the function call (typically within thirty seconds). The original is never written to our database or to disk on our infrastructure.
  • Per-tenant database isolation. Within Speider's database, each subscriber's data is fenced off by row-level security. No subscriber's profile, lens, or briefings can be read by another subscriber.
  • Structured extraction, not raw documents. Speider deliberately doesn't store the contents of contracts, matrices, or lists. We store the fields the AI extracts. From uploaded documents, we never extract the names of individuals (not executives, not signatories, not anyone), dollar amounts or payment terms, dates or deadlines, contract language, trade secrets or technical specifications, or personnel and contact details. That rule covers uploaded documents. The names of people you add to a client's watch list yourself are different: they're kept in the client profile and sent as search terms to the news and court search services the Privacy Policy lists.

For full data handling, including retention, vendor list, breach notification, and your rights as a data subject, see the Privacy Policy.

8. Your Responsibilities as a Subscriber

By using Speider, you agree to apply the following responsibilities to every briefing, summary, consideration, and Scout response you read:

  • Verify before reliance. Every article in a briefing links to its original source. Read the source before relying on any factual claim in the AI's summary, consideration, or action item. Click through. Treat the AI output as a triage layer, not a substitute for the underlying document.
  • Apply your own professional judgment. You're the lawyer. The decision to act on anything you read, the framing you give your client, and the choice of next step is yours. The AI doesn't make legal determinations, and you shouldn't treat its output as if it does.
  • Comply with your jurisdiction's AI-use guidance. State bar guidance on AI use is evolving. The American Bar Association, the California State Bar, the New York State Bar Association, and other state bars have issued guidance specific to lawyer use of generative AI. Your obligations may include candor with the tribunal, competence in your use of AI tools, supervision of AI-generated work product, and disclosure to clients in certain circumstances. Speider doesn't make a jurisdiction-specific compliance determination on your behalf. Check your bar's most recent guidance and apply it to your own practice.
  • Don't upload material you aren't authorized to share with a third-party AI processor. Uploaded documents are transmitted to Anthropic for parsing. If you have a fiduciary or privilege obligation that prohibits sharing a specific document with Anthropic, don't upload it. The product doesn't need the source document to work; you can enter the relevant fields by hand.
  • Disclose AI use to your clients when your bar requires it. State bar guidance increasingly addresses when lawyers must inform clients that AI tools were used. Section 9 contains a template you may adapt.

9. Disclosing AI Use to Your Clients

Whether you must affirmatively disclose AI use to a client depends on your jurisdiction, the nature of the matter, and the role the AI-generated material plays in your work. Several state bars have published guidance addressing this question:

  • American Bar Association, Formal Opinion 512 (Generative Artificial Intelligence Tools, July 2024).
  • California State Bar, Practical Guidance for the Use of Generative Artificial Intelligence in the Practice of Law (November 2023).
  • New York State Bar Association, Task Force on Artificial Intelligence Report (April 2024).
  • Florida Bar, Ethics Opinion 24-1 (Generative AI use, January 2024).

This list isn't exhaustive. Check your own jurisdiction's most current guidance.

The following template is a starting point for a client-facing disclosure. It isn't legal advice, it isn't jurisdiction-specific, and it should be reviewed against your bar's current rules before sending. You're responsible for the final form and content of any disclosure you make to your client.

Template letter

Dear [Client],

Part of the monitoring work I do for you relies on Speider, a legal monitoring tool that uses AI. The tool checks publicly available material against a profile I maintain for you: SEC filings and press releases, federal and state court decisions, the Federal Register, FTC and DOJ press releases, product recalls, workplace-safety notices, patent filings and challenges, class-action filings, the legal trade press, and business news. It then produces a briefing that I review.

The profile is kept in the tool. It holds what I enter about your business, such as your industry, the companies you deal with, the kinds of agreements you have, and the regulatory areas I watch. If I upload a document to build that profile, the tool reads it once to fill in those details and doesn't keep the document itself. The tool's AI providers don't use any of this to train their models.

The AI doesn't provide legal advice and doesn't make decisions about your matter. I review every briefing it generates, verify the underlying sources before relying on anything material, and apply my own professional judgment.

If you have questions about how I use AI in your matter, or if you'd prefer I not use AI tools for any part of your work, please let me know.

Sincerely, [Your name]

10. Changes to This Disclosure

We may update this AI Disclosure when:

  • We add or remove AI features.
  • We change the models we use or the way we use them.
  • A material legal or regulatory change requires an update.

For material changes, we'll notify subscribers by email or by an in-product banner before the change takes effect. The effective date at the top of this document reflects when the current version was last revised. Continued use of Speider after the effective date of a revision constitutes acknowledgment of the revised disclosure.

11. Contact

Questions about this AI Disclosure, the AI models we use, or your obligations in using Speider:

hello@speider.ai

Questions? Email hello@speider.ai or read our Privacy Policy.

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