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Artificial Intelligence

Beyond the hype: What corporate legal teams actually need from AI

· 6 minute read

· 6 minute read

Highlights

  • Corporate legal teams need AI that integrates seamlessly with existing workflows and security standards.
  • CoCounsel Legal delivers 63% time savings in document review with 85% more key information found.
  • Professional-grade legal AI requires verifiable accuracy, authoritative sources, and complete transparency in reasoning.

 

The artificial intelligence conversation in legal circles has moved far beyond whether or not to adopt it. The real question now is how to implement AI that actually delivers on its promises rather than creating more work for already stretched legal teams.

Recent industry data reveals a telling statistic: while AI usage has grown dramatically, with professionals reporting potential time savings of 240 hours annually, there’s a significant gap between experimentation and meaningful productivity gains. This gap becomes especially pronounced in corporate legal environments where accuracy, security, and integration with existing workflows aren’t just preferences, they’re requirements.

 

Jump to ↓
The professional standards challenge


The integration imperative


Security that meets corporate standards


The accuracy standard


Measuring real impact


The strategic advantage


Implementation best practices

 

 

The professional standards challenge

Corporate legal work operates under different constraints than general business applications. Every recommendation needs to be verifiable. Every analysis must trace back to authoritative sources. Every process must maintain the highest security standards while integrating with complex organizational workflows.

Hal Sneeden from Brinks Company captured this reality perfectly: “Technology is not a silver bullet. Everything comes down to people, process, technology. So even if you find the right vendor, it’s not necessarily going to solve your problems but it will help you from a technology perspective.”

Hal Sneeden from Brinks Company captured this reality perfectly: "Technology is not a silver bullet. Everything comes down to people, process, technology. So even if you find the right vendor, it's not necessarily going to solve your problems but it will help you from a technology perspective."

This perspective reflects what successful legal departments have learned: AI implementation isn’t just about choosing tools – it’s about choosing comprehensive solutions like CoCounsel Legal that understand the unique demands of legal work and can deliver across the full spectrum of legal tasks.

The integration imperative

CoCounsel Legal addresses one of the most overlooked aspects of legal AI implementation: true integration. As the only legal AI solution uniting Westlaw and Practical Law content, advanced AI, and your own knowledge and tools, it works where you work – seamlessly integrating with Microsoft applications and document management systems.

The most effective implementations involve AI that operates within existing environments rather than requiring teams to learn entirely new systems. CoCounsel Legal’s approach ensures that powerful capabilities such as Deep Research and Litigation Document Analyzer work directly within your established workflows, maximizing adoption and value realization.

Security that meets corporate standards

Professional-grade legal AI addresses security requirements through enterprise-level architecture that goes beyond basic data protection. CoCounsel Legal includes dedicated environments that ensure data sovereignty, comprehensive encryption protocols, and the crucial commitment never to use client data for model training purposes.

The distinction matters because generic AI tools often operate under consumer-grade privacy policies that may not align with corporate legal requirements. CoCounsel Legal is built specifically to meet the stringent security and confidentiality standards that corporate legal work demands, with contractual controls that expressly prohibit LLM providers from retaining or using customer data.

The accuracy standard

In corporate legal work, “good enough” isn’t good enough. The difference between 85% accuracy and 95% accuracy isn’t just statistical, it’s the difference between a tool that creates more work and one that reduces it.

CoCounsel Legal achieves higher accuracy rates by being grounded in the most accurate, up-to-date, and comprehensive legal content collection available: Westlaw and Practical Law, with sophisticated editorial enhancements from over 1,500 expert attorney editors. This specialized foundation enables the AI to understand legal reasoning, recognize standard practices, and provide recommendations that align with professional standards.

More important, CoCounsel Legal provides complete transparency in its reasoning process. Every recommendation includes citations and source references to authoritative content, allowing legal professionals to verify and validate results quickly – a fundamental requirement for professional-grade AI.

AI In-House Lawyers Swear By: Accelerating Corporate Work

AI In-House Lawyers Swear By: Accelerating Corporate Work

Hear directly from Hal Sneeden and other legal professionals about their real-world AI experiences in our recent webinar

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Measuring real impact

The most successful AI implementations in corporate legal departments share common metrics: reduced time on routine tasks, improved quality of analysis, and increased capacity to handle strategic work. CoCounsel Legal delivers these benefits through comprehensive capabilities that handle complex tasks while maintaining the accuracy and traceability standards that corporate legal work requires.

Recent customer data demonstrates this impact: users report that CoCounsel Legal reduces document review and contract drafting time by 63%, while 85% find more key pieces of information compared to traditional methods. These aren’t just efficiency gains – they represent fundamental improvements in work quality and thoroughness.

The strategic advantage

Sneeden made another crucial observation: “The thing that I really liked about Thomson Reuters was Thomson Reuters met us where we were. Thomson Reuters gave us resources to help us understand the technology.”

This highlights the importance of working with providers who understand the legal profession’s unique requirements. CoCounsel Legal represents more than just technology – it’s a comprehensive solution backed by unparalleled Thomson Reuters expertise, including pioneering legal AI development, partnerships with industry leaders including Microsoft and OpenAI, and continuous investment in professional-grade capabilities.

Implementation best practices

Successful corporate legal AI implementations with CoCounsel Legal follow a proven pattern. They use the platform’s agentic workflows to accelerate multi-step work across legal research, document analysis, and drafting. They take advantage of expert-created prompt libraries that eliminate guesswork and ensure consistent, high-quality outputs from day one.

The most effective approach involves starting with CoCounsel Legal’s comprehensive capabilities rather than piecemeal solutions, allowing organizations to experience the full value of integrated AI across their entire legal workflow while building internal expertise and best practices.

The transformation happening in corporate legal departments centers on solutions like CoCounsel Legal that can handle complex, multi-step legal workflows while maintaining human oversight for critical decisions. This evolution enables legal professionals to focus on the strategic, creative, and interpersonal work that defines high-value legal service.

The CoCounsel Legal roadmap includes continued expansion with dozens of upgraded and new capabilities, ensuring that organizations investing in the platform today are positioned for competitive advantage as AI continues to evolve. The platform’s foundation in professional-grade AI, trusted content, and seamless integration provides a stable foundation for this ongoing transformation.

The organizations that recognize this opportunity and invest in comprehensive, professional-grade AI solutions are positioning themselves for competitive advantage in an increasingly complex business environment.

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