AI-Powered Strategy for Corporate Law Firms.

Deal Tech Consulting helps corporate law firms adopt AI tools, streamline deal workflows, and compete at a higher level.

How AI Is Changing Corporate Legal Practice

Corporate legal work has always been document-intensive, deadline-driven, and unforgiving of errors. A single missed provision in a contract can expose a client to significant unexpected liability. A disorganized data room can delay an M&A closing by weeks. A disclosure schedule drafted from a blank page can consume an associate's entire week. A commercial agreement with unfavorable boilerplate can create obligations a client never anticipated. For decades, the answer to these challenges was more lawyers, more hours, and higher fees.

Artificial intelligence is changing that equation across the full spectrum of corporate practice. In M&A, AI tools can review hundreds of contracts in the time it takes an associate to read ten, flagging risk provisions with documented citations across the entire document set. Data rooms can be organized and tracked automatically. Diligence request lists can be generated and managed in real time. Disclosure schedules can be drafted from the underlying documents rather than from a blank page. AI also accelerates contract review and negotiation, identifies non-standard terms across large contract portfolios, and generates first drafts of routine agreements in a fraction of the time traditional drafting requires.

The technology is not replacing attorney judgment — it is handling the mechanical and administrative work that has always consumed the most time, freeing attorneys to focus on the analysis, strategy, and negotiation that actually requires their expertise.

For firms that are slow to adopt, the consequences are already showing up in the economics of their practice. Clients are increasingly aware that AI exists and are beginning to question bills for work that technology can do faster and cheaper. Firms using AI complete matters more efficiently, absorb more work with the same headcount, and compete more effectively on price without sacrificing margin. Firms that are not are spending more hours on the same work, billing at rates clients are starting to push back on, and losing ground to competitors who have figured out how to do more with less. In a flat-fee or blended-rate environment, the difference between a firm that uses AI well and one that does not is the difference between a profitable engagement and one that is not.

The firms that move early on AI adoption will have a real advantage — not because the technology is magic, but because the efficiency gains compound over time. The tools are more accessible than most firms realize, and the attorneys who learn to use them well will simply be able to do more, for more clients, at better margins. Getting ahead of this does not require a massive technology investment. It requires the right approach.

Services

Deal Tech Consulting works with transactional law firms across the world at every stage of the AI adoption curve — from firms that have never evaluated a legal AI tool to firms that are already using technology and want to get more out of it.

AI Advisory and Training

We assess how your firm currently runs deals, identify where time is going, and recommend the specific tools that fit your practice and deal volume. This includes a structured review of your current workflow — how documents are managed, how diligence is tracked, how drafting is handled — and a clear recommendation on where AI can make the biggest difference with the least disruption. The goal is not a report that sits on a shelf. It is attorneys who know how to use AI effectively on the next deal that comes through the door. We also stay current on the legal AI landscape so you don't have to — tracking new tools, pricing changes, and adoption trends across the market and translating that into practical guidance for your firm.

Deal Execution Support

Because Deal Tech Consulting is run by a licensed corporate attorney, we can also work on legal matters. Deal execution services are provided through Ariel Herzog Law PLLC, a licensed New York law firm. We take on overflow diligence engagements, manage data rooms, draft and negotiate transaction documents, review and redline commercial agreements, and provide general corporate support on a matter-by-matter basis. We bring AI tooling to every engagement, which means faster turnarounds, more organized deliverables, and work product that reflects the current state of the technology.

Ariel Herzog

About

Ariel Herzog is a corporate transactional attorney based in New York. After graduating from law school, he joined the corporate practice of a major New York law firm, where he worked in mergers and acquisitions, capital markets, and general corporate matters.

He now focuses on the intersection of AI and corporate legal practice — advising transactional firms on how to adopt and integrate AI tools into their workflows, building technology designed specifically for the way corporate attorneys work, and continuing to practice as a licensed corporate attorney.

  • J.D., Fordham University School of Law, 2024
  • Bar Admission: State of New York, 2025
  • Founder, Ariel Herzog Law PLLC
  • Corporate Associate, Willkie Farr & Gallagher LLP, October 2024 – February 2026

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Contact

Email: aherzog@dealtechconsulting.com

Telephone: +1 201 245 5836