More Time for What Matters: How ARTY, SLW’s AI Patent Drafting Tool, Augments Attorney Expertise

More Time for What Matters: How ARTY Augments Attorney Expertise 

The point of building ARTY was never to take attorneys out of patent prosecution. It was to focus their attention on the parts of the work where their judgment is irreplaceable. This is the fourth and final article in our series on ARTY. 

There is a question that comes up in every conversation about AI in legal work, and we want to address it directly. If ARTY is doing more of the ai patent drafting, more of the validation, more of the searching, what is left for the attorney to do? 

The answer matters for two audiences. It matters for our clients, who are entitled to know what part of their work is in human hands and what part is being handled by software. It matters for the next generation of patent attorneys, who are deciding which firms are worth joining and which kinds of work are worth investing a career in. The same answer serves both. 

ARTY is designed around a deliberate division of labor. The platform handles the work that responds well to rules, structure, retrieval, and pattern recognition. The attorney handles the work that requires judgment, relationships, strategy, and the kind of professional accountability that cannot be delegated to a tool. The architectural choices in ARTY reflect that division, and the day-to-day experience of using ARTY reflects it as well.

What ARTY Does  

ARTY can assist our attorneys and agents in producing a competent first draft of a specification or an office action response, grounded in the actual prosecution record. It does this through a set of drafting agents, each tuned to a specific task. The Specification Drafting Agent applies a structured framework that enforces consistency between claim language, figure descriptions, and supporting disclosure. The Claims Drafting Agent works through a guided multi-step workflow, from problem identification through independent and dependent claims to a diversity audit and enforcement review. The Office Action Response Agent parses the rejections in an office action and proposes argument options grounded in the actual prosecution record. 

In each case, what ARTY produces is a structured starting point, not a finished product. The agents handle the research-intensive, document-intensive groundwork that used to consume substantial attorney time but did not actually require the attorney’s judgment to perform. The result is that the attorney sits down to a draft with some of the legwork already done, and can focus on the parts of the work that require thinking, not typing. 

“The goal is not to produce patent applications with less attorney involvement. The goal is to concentrate attorney involvement on the parts of the work where it matters most: claim strategy, prosecution posture, inventor relationships, and the kind of judgment calls only a human can make.”  — Andre L. Marais, AI Adoption Lead, SLW 

What Stays Human  

The list of things ARTY does not do is longer than the list of things it does, and the items on the list are not afterthoughts. They are the heart of what makes a patent practice valuable. 

ARTY does not sit in a disclosure meeting and probe an inventor for embodiments they have not yet articulated. It does not read the room and decide whether to push for breadth or accept a narrower claim scope to clear a path to issuance. It does not call the client after a difficult office action to walk them through three strategic options and recommend one. It does not build the trusted advisor relationship that keeps a client with a firm through a decade of portfolio decisions. It does not absorb the professional responsibility for what gets filed. 

These are the parts of patent practice that compound across a career. They are also the parts that AI is least good at, and the parts that distinguish a strong patent attorney from a competent one. ARTY is designed so that more of an attorney’s time, and more of an attorney’s attention, is available for this work. 

Grounded in the Record, Not Invented 

One technical point worth emphasizing. When ARTY produces a draft or a recommendation, the underlying content is grounded in the actual prosecution record through retrieval, rather than generated from a model’s general training. A claim term suggestion comes with a pointer to the specification passages that support it. An office action argument comes with a pointer to the record evidence that backs it. A continuation strategy comes with a pointer to the family history that informs it. 

This matters for two reasons. It is what allows attorneys to verify ARTY’s work efficiently, since every output has a traceable source. It is also what allows ARTY to be trusted with prosecution work in the first place. A tool that hallucinates record evidence cannot be used responsibly on real matters. A tool that grounds every recommendation in the actual record can. 

For the Next Generation of Patent Attorneys and Agents 

There is a concern in the profession right now that AI will erode the apprenticeship path. The traditional way new patent professionals learn the craft, through hundreds of cycles of draft, mark-up, draft, mark-up, is being compressed. The first-pass drafting work that used to be the new professional’s classroom is increasingly being handled by tools. If that worry is real, there is a risk of producing a generation of attorneys and agents who can edit AI output without ever having developed the underlying judgment. 

At SLW we have thought hard about this and the answer we have built points in a different direction. ARTY is one piece of a larger picture. Our SimProf training platform, our Summer Program, and SLW Academy are designed so that new patent professionals still develop the judgment skills the profession depends on, even as AI handles more of the routine work that used to teach those skills implicitly. 

“For an experienced attorney joining the firm, working with ARTY does not mean working under it. It means having more of your day available for the kinds of decisions that earned you the law degree in the first place. That is a different work experience than what most firms are offering right now.” — Garth Vivier, SLW 

For patent attorneys, patent agents, and technical specialists who are evaluating where to spend the next chapter of their career, the question is no longer whether the firm uses AI. The question is what kind of patent professionals each patent firm is investing in developing. A firm that has built ARTY around the principle of augmenting practitioner expertise rather than substituting for it has answered that question with a system, not a slogan. 

What This Means for Clients, and What Comes Next 

For SLW’s clients, the ARTY series has covered four core principles. Quality validation runs throughout the drafting process, not at the end of it. Security is architectural, not a layer added afterward. The platform is built for patent prosecution specifically, not adapted from a general tool. The patent professional remains at the center of the work, with ARTY expanding attention rather than substituting for it. 

The next phase of our writing on SLW Labs will turn to SimProf, our patent prosecution training platform, and how the firm is investing in the next generation of strategic IP advisors. Look for the first piece in that series in the coming weeks. 

If you are an attorney, patent agent, or technical specialist considering a move and you would like to talk about what working at SLW is actually like, our careers team would welcome the conversation. Information is at slwip.com/join-us.