White paper: Context Debt at Machine Speed

In corporate AI initiatives, the context you give AI — and the practices for curating it — is a bigger risk than technology or the models. Information is easy to find, but search solutions typically don't serve what AI needs. A human can easily tell that a document they've found is outdated or contradictory; AI can't make that judgement. Where tacit knowledge and years of experience guide a knowledge worker, AI can only work with the context it is given.

At Valimo we have automated both our own and our clients' knowledge work processes with AI. For context management we have built our own solution and practices. Based on that experience, we have published a white paper on the challenges and solutions of AI context management.

Our key findings:

- Information management processes are more likely to be the bottleneck than technology

- Automating knowledge work with AI creates new context debt, which few even think to account for

- The most valuable questions cut across organisational boundaries — which is where access rights get in the way

The full white paper covers each of these and describes our solutions. Leave your contact details below and we'll email you the download link.