E
Edge
Edge sells AI tools for patent and trademark practitioners. It is operated by Edge Innovations, Inc., founded by Evan Zimmerman and Len Boyette and backed by Y Combinator. Its patent product, renamed Ingenia in April 2026, drafts and edits patent claims and specifications, generates and edits patent figures such as line drawings and flow charts, parses inventor disclosures, and produces forms such as information disclosure statements and ST.26 sequence listings.
It supports USPTO and EPO drafting in more than 12 languages, with features for life sciences, chemistry and other technical fields. Certus, launched on 23 April 2026, is an AI agent for trademark work. It writes a search strategy, runs it against a global trademark database, ranks the results by risk, adds evidence such as abandonment and owner information, and drafts a clearance report on the attorney's own template.
It also supports application filing. The vendor says it works with outside and in house counsel at firms of all sizes, and its site shows logos including K&L Gates, McCarter English, Taft and Nestle.
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.
Ingenia's AI drafts claims and specifications, parses inventor disclosures and generates figures. Certus's AI writes the search strategy, ranks the results and drafts the clearance report. Formalize Figures, released on 13 April 2026, turns drawings into formal patent figures in about 20 seconds for line drawings and 45 seconds for charts, with edits made by prompt or by circling a region. Beside the AI, the products include a patent figure editor with synchronized lead lines, form generation and access to a trademark database.
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.
Certus writes a search strategy, runs it against a trademark database, scores and ranks the results by similarity and risk, and attaches supporting documentation as evidence, so a practitioner can open what a ranking rests on. The launch release of 23 April 2026 adds that Certus gathers extrinsic evidence to enrich the analysis and drafts a report on the attorney's own template, without naming the database or the model.
Ingenia drafts from the inventor's disclosure and the practitioner's own style. A customer quoted in the release claims better accuracy than competing products, with no measurement behind it. The terms say the AI methods are continually evaluated for accuracy and limitations but may contain errors, and no result of that evaluation, error rate or miss rate for clearance searches 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 terms say AI output may contain mistakes and that all outputs should be carefully reviewed by counsel before they are submitted to a government agency or a client, and they require customers to be lawyers or to work under outside counsel's supervision. The drafting interface lets the practitioner edit claims, specifications and figures directly, and search results are prioritized rather than decided. The Certus launch release describes an AI agent that completes tasks from start to finish for attorney review, automating certain pre grant trademark work end to end, starting with clearance searching and application filing.
Nothing describes what the product decides on its own within those tasks, such as how a search strategy is chosen or which results are left out.
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.
Edge's home page shows logos for McCarter English, Taft, K&L Gates, Nestle, Reichel Stohry Dean LLP, APM&CO, Aera and Xero. The vendor's own site summary names Nestle and K&L Gates as customers and says it serves Fortune 500 companies and Am Law 100 firms as well as boutiques and solo practitioners. The Certus launch release of 23 April 2026 names Nestle, McCarter & English LLP and K&L Gates LLP as Ingenia clients. In the same release, Daniel Rosenberg, a partner at Taft Stettinius & Hollister LLP, says he can turn matters around in under an hour instead of three days, sometimes in minutes. The vendor also claims patents can be drafted up to 10 times faster. Neither figure comes with a method.
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.
The Terms and Conditions, effective 15 July 2026, treat data a customer provides, including data owned by the customer's clients, as confidential. They bar Edge from using it except to provide the services and bar training on it without the customer's consent. The privacy policy says Edge will never use customer data for model training unless the customer has explicitly consented, and the site adds that there is no training on customer data, period.
Edge's trust center lists a zero data retention certificate with Anthropic and its terms with OpenAI. The terms also let Edge use information about customer data, and data derived from it, to improve its services and other Edge offerings, and to disclose such data in aggregate or de identified form. Privilege and work product for unfiled inventions are not addressed, nor how one client's data is kept apart from another's inside a firm's account.
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.
The Terms and Conditions, effective 15 July 2026, require the customer to be a law firm or lawyer, or to use the service under the supervision of outside counsel. They state that Edge is not a law firm and gives no legal advice, say AI output may contain mistakes and must be reviewed by counsel before it goes to an agency or a client, and put compliance with the rules of professional conduct on the customer. The site terms, last updated 17 January 2024, repeat the eligibility and review language. Nothing states which jurisdictions' practice rules the product is built for beyond USPTO and EPO drafting conventions.
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.
The terms say the AI methods are continually evaluated for accuracy and limitations but may contain errors or omissions, and the vendor says its SOC 2 audit included a custom control on not training on customer data. Nothing names who is accountable for the AI's output, how drafts and clearance rankings are tested before release, or how quality varies across technical fields and languages.
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 privacy policy says data is kept as long as the company needs it, or to meet regulatory or contractual requirements, and then disposed of or archived. The terms make customer data available for 30 days after termination, after which Edge may, but need not, delete it. Data is encrypted in transit and at rest, and the security program is audited under SOC 2. The privacy policy refers to vendors only as service providers that support Edge's systems.
No deletion commitment, subprocessor list, storage location or incident notification term is published on the open site.
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.
The terms exclude liability for errors, inaccurate data and indirect damages, provide the services as is with all warranties disclaimed, and cap Edge's total liability at the fees paid in the 12 months before the claim. The customer indemnifies Edge against any claim by the customer's own clients arising from use of the services, and Edge disclaims responsibility for the accuracy of the third party data it uses. No indemnity runs from Edge to the customer, so nothing stands behind a flawed draft or a missed conflicting mark. The terms choose California law, with arbitration in San Francisco.
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 into practice systems is published. Edge's site names no docketing system, IP management platform, document management system or Word add in for either product.
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.
Edge's home page says data residency options are available based on practice location, and the Ingenia page says data residency is based on region. Neither names a hosting provider, region or tenancy model, or says where AI processing happens.
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.
Edge states a SOC 2 Type II audit by Johanson Group LLP with an unqualified opinion, and the home page cites SOC 2 Type II certification, GDPR compliance and encryption in transit and at rest. The report is listed in Edge's trust center, where an IT team can request access. The privacy policy names GDPR Local (Instant EU GDPR Representative Ltd, of Brighton) as Edge's representative in the EU and UK. The report period and scope are not stated on the open pages.
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.
Edge's trust center lists a zero data retention certificate between Edge and Anthropic and the terms governing Edge's relationship with OpenAI, so both providers are named. No model or version is identified on the home page, the product pages, the terms, the privacy policy or the Certus launch release. Where inference runs is not stated, and nothing commits to telling customers when the providers change.
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 is published at any level. Fees are set in an order form, contracts renew automatically and invoices are due 30 days after mailing, and the route to a price is a demo request. As of April 2026, Certus was available on a limited basis to select customers.
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.
Ingenia supports USPTO and EPO drafting in more than 12 languages and across several jurisdictions, with features for life sciences, chemistry, physical sciences and high technology, including sequence listings, chemistry drawings, math, flow charts and charts. Certus covers trademark clearance across jurisdictions and, since April 2026, application filing support, including the goods and services identification and dates of first use and specimens.
The vendor serves outside and in house counsel at firms of all sizes. It does not say which jurisdictions or trademark registers are excluded, or how well each language is supported.
6 public documents
The public pages on file for Edge, 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.
-
withedge.com5 signals
Ethical Walls and Matter Segregation, Good Law Verification, Refusal and Uncertainty Behavior and 2 more
Read Sep 27, 2026
-
withedge.com/privacy-policy2 signals
Prompt and Output Retention, Third Party Request and Subpoena Notice
Read Sep 27, 2026
-
Bar Guidance Alignment
Read Oct 7, 2026
-
trust.withedge.com1 signal
Outside Counsel Guideline Readiness
Read Sep 27, 2026
-
withedge.com/certus-trademark1 signal
Primary Law Corpus Provenance
Read Sep 27, 2026
-
withedge.com/terms-conditions1 signal
Client Data in Training
Read Sep 27, 2026
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.
The Terms and Conditions, effective July 15, 2026, say Edge will not train on a customer's confidential information, including data owned by the customer's clients, without the customer's prior consent. The privacy policy says Edge will never use customer data for model training unless the customer has explicitly consented, and Edge's site says there is no training on customer data, period. Another clause lets Edge use information about customer data, and data derived from it, to improve its services and other Edge offerings, and to disclose it in aggregate or de identified form.
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.
The privacy policy keeps data as long as the company needs it, or to meet regulatory or contractual requirements, and then disposes of or archives it. The terms make customer data available for 30 days after termination, after which Edge may, but need not, delete it. Edge's trust center lists a zero data retention certificate with Anthropic, which covers the model provider rather than Edge's own storage, and the site summary refers to zero day retention agreements. No period for prompts or outputs is stated.
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 published material addresses walls or separation between clients or matters inside a firm's account. Patent firms routinely hold unfiled inventions for competing clients.
Third Party Request and Subpoena Notice
If someone subpoenas the vendor for a firm’s data, does the firm hear about it first?
Published terms or policy address disclosure to authorities or in response to legal process, and no commitment or reservation regarding customer notice is located anywhere. The vendor has told the customer that data can leave and has said nothing about whether the customer hears of it.
The privacy policy lists law enforcement, regulators and courts among those who may receive information when the law requires, and the terms exempt information required to be disclosed by law from confidentiality. Neither commits to telling the customer first.
Primary Law Corpus Provenance
Where does the law in this product come from, and does the vendor have the right to use it?
Coverage is described by jurisdiction with no identification of the underlying corpus.
Certus searches what the vendor calls the world's most comprehensive trademark database, with worldwide coverage across jurisdictions and real time updates, without naming the database, its provider or the rights under which it is used. The terms refer to patent and trademark registry data. Patent drafting works from the inventor's disclosure.
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.
The products draft patents and search trademark registers rather than cite case law, and no published material addresses the subsequent history of legal authority. Certus advertises evidence of abandonment and owner information, real time database updates and historical trademark data, without describing how a mark's status is determined.
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.
Nothing published describes what the drafting or search tools do when a disclosure is incomplete or a search returns weak results.
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.
No court order, agency decision or disciplinary record addressing fabricated or hallucinated material produced by Edge, Ingenia or Certus is on the public record. The USPTO's first discipline order involving AI hallucinated citations, reported on 28 August 2026, names no tool.
Bar Guidance Alignment
Has the vendor engaged in public with the ethics opinions its buyers are bound by?
Public materials engage with at least one named ethics opinion.
An Edge blog post from August 2024 discusses ABA Formal Opinion 512 and USPTO guidance on the use of AI in patent practice, and says consumer services like ChatGPT are generally self learning while enterprise systems like Edge generally are not. Edge's home page says its security practices let practitioners rest easy satisfying their duties of care and confidentiality, and the terms put compliance with the rules of professional conduct on the customer.
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.
The vendor says practitioners can draft patents up to 10 times faster and reduce unbilled hours, for firms that charge clients for drafting and prosecution. An Edge blog post from August 2024 says lawyers must communicate any AI related surcharges clearly and ahead of time, and must stay honest in billing when AI makes them faster. No record of AI assisted work for a client bill is described.
Outside Counsel Guideline Readiness
Can a firm get this vendor through a client’s AI clause without a bespoke negotiation?
The material exists behind a sales conversation or an executed agreement.
Edge's trust center lists the SOC 2 Type II report, available on request, a zero data retention certificate with Anthropic and the terms governing Edge's use of OpenAI. No complete subprocessor list is published on the open pages.
Court Disclosure Support
If a judge’s standing order requires an AI disclosure, can the product produce one?
No located public material addresses court disclosure or verification certification.
No published material addresses a record of AI assisted drafting or searching that a firm could produce for a client, a patent office or a tribunal.