Stepping away from checkbox compliance: Outside Counsel Guidelines in the age of AI

February 05, 2025

The growing complexity of Outside Counsel Guidelines (OCGs) reflects a seismic shift in how law firms and their corporate clients approach their governing frameworks. Once seen as administrative formalities, OCGs now serve as the foundation to balance risk mitigation, operational alignment, technological enablement, and client relationship management.

With Generative AI (GenAI) adoption accelerating and security breaches intensifying, law firm and corporate legal department panelists at Sandpiper Partners’ Outside Counsel Guidelines Roundtable, sponsored by Williams Lea, emphasized that OCGs must evolve from static documents to living agreements that encourage collaboration, or they risk becoming obsolete.

Here are the key takeaways from the event:

OCG mastery leads to stronger client relationships and operational rigor

How important are OCGs? A law firm client put it simply but effectively, “They are foundational; they’re important to the administration of law firms, same as clients. They are different sides of the same coin.”

“OCGs build trust,” another client panelist chimed in. “They set the expectations for relationships and ensure there are no disagreements between the law firm’s and our values. [OCGs] also help us anticipate what we can reasonably expect from law firms… where they are willing to go or not. They also make us quicker, because we then know which areas we are comfortable in or can be lenient with.”

Aside from being foundational, OCGs have also become a litmus test for collaborative innovation, where dialogue-driven relationships between clients and law firms, as well as internal collaboration among partners, legal ops teams, and other stakeholders, drive competitive differentiation.

Client panelists shared that their firms tend to prioritize partnerships with law firms whose legal ops teams show proactive alignment on billing practices, matter staffing, and risk management, leading to issue resolutions even before partners need to get involved. This shift in focus makes sense, because legal ops teams have data on the firm’s response times, budget compliance, collaboration, among other metrics, and can bring a more data-driven perspective to the table. In the end, law firms that can operationalize OCG compliance often outperform law firms that rely solely on their legal acumen.

Forward-thinking law firms also differentiate themselves through value-added services, such as embedded secondees, CLE programs, and pro bono initiatives. “We’re looking for creativity in the space, for firms to propose ideas,” said a client panelist. “We’re looking for law firms that ask, “What would be helpful to our clients?’”

Another client panelist advised, “Don’t overcomplicate or overengineer; we’re looking for a strong partner that will give us feedback or constructive criticism. We are prepared for these thoughtful conversations; we don’t want these discussions to just be a check-the-box conversation.”

Walking the AI tightrope: Balancing efficiency gains with client confidentiality

As the market races to adopt GenAI, law firms face mounting pressure to juggle client expectations on the technology’s tangible operational benefits and concerns around data security.

Leading firms are tackling this challenge through risk mitigation and strategic partnerships. By implementing closed AI models that avoid data retention and focusing on third-party vendor audits, law firms can ensure client confidentiality requirements are met. “We’re not building proprietary models here; we’re consuming AI like electricity, with zero data retention in the processing,” explained a technology panelist.

Collaboration with specialized AI providers also allows law firms and service providers to deploy tools for billing compliance and time-entry automation while maintaining oversight. “We work with law firms and combine the right people, processes, and technology to comply with OCGs,” said Joe McSpadden, Executive Vice President for Legal Services at Williams Lea. “With our partnership with Hercules AI, our role is to be the human in the loop. We use Hercules AI’s technology to leverage Gen AI for billing compliance efficiencies and our expert billing teams maximize the technology in support of the law firm billing process.”

The emerging AI governance playbook emphasizes three crucial points: Strict vendor vetting, transparent client communication, and internal AI literacy programs. Many firms have established AI committees. In fact, according to our forthcoming legal survey report, about 75% of law firms are already implementing formal AI governance policies firmwide.

Of course, skepticism persists in the industry, but early adopters have reported measurable success in balancing innovation with risk management. Mr. McSpadden shared how one client’s AI-driven intake system now handles 30% of case initialization workflows, dramatically accelerating turnaround times.

However, panelists cautioned that trust remains fragile. As GenAI becomes embedded in mainstream platforms, law firms must continuously educate themselves about the technology. “Firms should be looking under the hood and asking their vendors the tough questions,” said one panelist. “It’s incumbent on law firms to really learn about AI and be upfront with their clients about the AI tools they’re using.”

How risk and conflict are being reshaped in the age of AI

When it comes to OCGs, panelists highlighted that while strict compliance remains critical, friction stems from billing audits and conflict-of-interest provisions. Notably, indemnification clauses, which are rarely invoked, represent a latent threat, as attorneys could still weaponize them in high-stakes cases. One panelist shared that their firm implemented a centralized conflict clearance system to address complex clearances, while other firms have contractual safeguards for multinational work.

With clients expanding the definition of conflict, e.g. treating entire corporations as conflicted entities, law firms are being forced into precarious business decisions. While some negotiate carve-outs for minor matters, others accept rigid terms for lucrative clients, or as one panelist put it, “the 800-pound gorilla clients, where you’re considering including all of its subsidiaries and affiliates.” Another panelist pointed out that 65% of legal malpractice claims stem from conflict breaches rather than technical violations. This number underscores the need for AI-enhanced conflict databases and proactive client discussions to avoid disputes altogether.

However, AI is a double-edged sword. While AI tools could significantly streamline billing compliance, they also redefine liability frameworks that are a departure from traditional malpractice models. Additionally, overreliance on AI can erode attorney development and start the shift toward value-based pricing, dismantling the billable hour in the process.

Panelists recommended that law firms invest in global risk infrastructure that will outlast individual experts, establish a client intake process that filters high-risk engagement, and develop an AI governance system that aligns with ethical obligations. “A good system in place is an essential risk management tool,” said one panelist. “It doesn’t prevent all risks, but without it, you won’t be able to manage risk well in such a complex environment.”

Right now, the legal sector is “precariously perched,” warned a panelist, and law firms are one FTX-scale disaster away from exposing their vulnerabilities. Firms that institutionalize cross-functional and cross-disciplinary risk assessments while maintaining client trust will be worlds ahead of their competition.

OCGs must transition from being a client’s list of unilateral demands to become a collaborative framework. As AI reshapes legal work, law firms that invest in client education, technical partnerships, and AI governance will thrive. Those clinging to checkbox compliance risk irrelevance. By embracing OCGs as relationship-building tools, the legal industry can transform risk management into a competitive differentiator.

Learn more about the future of billing compliance, an end-to-end billing compliance solution by Williams Lea and Hercules AI that combines the power of AI and the accuracy of human experts.