Designing for the Market: Contracts, AI, and the Missing Link in Organizational Transformation

One thing is agreed – organization’s are facing high levels of uncertainty. Most commentary then falls into one of two camps. Consultants describe the need for internal organizational change – new structures, new leadership models, new capabilities. Functional groups, meanwhile, interpret disruption through the lens of their own future relevance. Procurement, legal, finance, and IT each argue why their discipline will become more important. Both perspectives miss something fundamental.

The real challenge facing modern organizations is not primarily internal. It lies in how effectively they design and manage their commitments to the market – to customers, suppliers, partners, platforms, and regulators. Yet the mechanisms through which those commitments are defined and governed remain poorly understood. And this is where contracting should play a central role.

Disruption itself is not new. In the 1990s, the emergence of the worldwide web and the collapse of the Soviet system reshaped markets in ways that felt just as dramatic as today’s advances in AI and geopolitical uncertainty. At IBM, where I led the reengineering of the company’s global approach to contracting, we learned an important lesson. Transformation did not begin with internal restructuring. It began with understanding the commitments the market required us to make.

Customers expected consistent global availability, centralized ordering, coordinated demand management, integrated payment systems, and dependable service delivery. Those expectations defined the commitments we had to enable in our contracts – and they were the antithesis of the organizational capabilities at that time.

Only once those commitments were clear did internal redesign follow. Systems, policies, resource deployment, and management structures were aligned to support them. It was an outside-in redesign.

Contracting, properly understood, acts as a commercial integrator. Because every contract requires alignment across policies, processes, systems, risk management, and operational capability, defining what future contracts must contain becomes a practical catalyst for coordinated organizational change.

Until now, however, there has been a fundamental limitation. The information embedded in contracts has been extraordinarily difficult to marshal – distributed across documents, systems, emails, and the experience of individuals. The commitments that actually governed the enterprise’s relationship with the market were fragmented and largely invisible. And this is where AI begins to change the equation.

That is not because it can redline documents faster (an application that risks reinforcing the outdated view of contracts as static paperwork). but because it can finally make the commercial data embedded in contracts usable at scale. Through appreciating the power of interconnected data, contracting becomes both the mechanism for designing market commitments and a powerful intelligence system for sensing how those commitments must evolve.

AI can connect and interpret the thousands of obligations, performance conditions, pricing mechanisms, service levels, governance provisions, and change mechanisms that exist across an organization’s agreements. Instead of sitting inside documents, these elements can become structured intelligence about how the enterprise actually operates in the market. Three capabilities start to emerge.

First, contracts become an operational map of commitments, showing what the organization has promised, to whom, and under what conditions.

Second, they become a real-time market sensing system, revealing changes in customer expectations, supplier capabilities, pricing dynamics, and risk exposure.

Third, they become a design tool, helping organizations shape new commercial models and commitments that better reflect evolving market realities.

Seen this way, AI elevates the strategic importance of the contracting process.

Now, for the first time, organizations have the opportunity to treat their commercial agreements not as static documents or isolated transactions, but as a dynamic, interconnected system describing how they engage with the market, and how that engagement must continually evolve. Those that continue to view contracts through a traditional lens will struggle to make sense of AI or operational redesign.  The real opportunity is not simply faster contracting. It is contract intelligence as the foundation of a market-aligned operating model.