TL;DR
- Chain‑of‑thought prompting helps AI models solve complex, high‑risk tasks step by step.
- CoT AI helps narrow the focus of contract decisions.
- CobbleStone’s VISDOM® AI delivers explainable, auditable reasoning built for contracts.

By Sean Heck on 04/21/26
By Sean Heck on 08/28/25
Focus on the AI's core capabilities: Prioritize accuracy, data security, and the ability for the AI to learn from your organization's unique legal history.
Look for seamless integration: The solution should easily connect with your existing CRM, ERP, e-signature, financial systems, and other tools.
Prioritize an excellent user experience: Choose a platform that's intuitive and simple for everyone to use, not just legal teams.
Ensure a clear ROI: The solution should offer a solid business case and a demonstrable return on your investment.
By Sean Heck on 07/1/25
Contracts. They're the backbone of every business, but let's be honest, they can also be a massive source of anxiety. You're constantly worried about hidden clauses, potential liabilities, and the sheer volume of documents that demand your attention. Trying to manually spot every tiny detail that could turn into a massive problem down the road? It's time-consuming, increases your organization's exposure to potential risks, and can even lead to significant financial losses.
You're a busy professional, whether you're in legal, procurement, sales, or finance. Your plate is already full, and adding hours of painstakingly reviewing contracts just isn't sustainable. This isn't just about finding errors; it's about understanding subtle risks, ensuring robust compliance, and ultimately, safeguarding your organization's interests. The stakes are high, and the pressure to effectively identify and mitigate contractual risks is real. What if there was a better way to tackle this, allowing you to breathe easier knowing your contracts are secure? That's where AI solutions for contract risk management come into play.
By Sean Heck on 04/29/25
This recent executive order stresses the importance of artificial intelligence (AI) education for American youth. Understanding and leveraging AI properly is critical to preparing the next generation for the AI-driven economy and workforce. CobbleStone Software's VISDOM® AI, contract artificial intelligence powered by machine learning, offers a unique and practical application of AI. CobbleStone Software's VISDOM+ generative AI presents exciting possibilities for shaping how future professionals interact with and utilize generative AI.
By Sean Heck on 12/10/24
Business automation is already sharpening professional methods across a variety of industries. However, advancements in artificial intelligence (AI) can be particularly advantageous as they apply to contract management software systems. Contract intelligence engines built upon a foundation of machine learning just need to be fed a nutritious diet of relevant contract data. Let's explore AI contract management in more detail and learn how to increase accuracy and minimize human error in contract lifecycle management (CLM).
By Sean Heck on 10/10/24
Conversations about artificial intelligence (AI) and machine learning in a business setting are important. According to a study performed by MIT Sloan Management Review, over 80% of organizations see advanced AI as a vehicle for strategic opportunity. Additionally, 85% of organizations view AI as a means for competitive business advantages.1
This interest in – and implementation of – AI applies to legal professionals, in-house legal teams, and other contract managers as well. Manually managing and reviewing an ever-increasing number of contracts and legal documents of varying complexity is stressful and inefficient. But it does not have to be.
Organizations can improve contract review and contract automation with AI-powered contract management software.
By Sean Heck on 05/27/24
A healthy contract management process should constantly be adapting to technological advancements. As contract volume and contract complexity begin to grow, organizations must embrace digital transformation to be furnished with the right tools to streamline the contract management process. Such innovative CLM tools can be found within a trusted contract management software system. Read on to learn more.
By Sean Heck on 05/20/24
In the constantly-evolving landscape of business technology, generative artificial intelligence has emerged as an unstoppable force – positively transforming the way businesses across sizes and sectors operate. This tour-de-force of power of generative AI also applies to contract lifecycle management (CLM).

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