Let people develop a subject deeply enough to use it.

A seminar can connect foundational knowledge, mental models, examples, and practical implications. It gives an audience a guided route through material that deserves more than a brief introduction.

Howard Pearlmutter's seminar work draws on development, architecture, research, advisory, and decades of teaching demanding professional audiences.

The subject might involve AI-assisted development, enterprise systems, emerging tools, or the relationship between technology and organizational work. The structure should follow what participants need to understand and do afterward.

A useful seminar can move among levels: explain the idea, show the mechanism, examine a practical example, and connect the result with the audience's own concerns.

Different participants may find different parts most relevant. A strong foundation lets those interests remain connected.

At Telos Alliance, a custom AI-for-product-development seminar expected to draw about twenty people brought forty-seven, including software and hardware developers, product and project leaders, executives, and skeptics.

The engagement also included practical prototypes. John Schur wrote: “I felt that Telos received multiple times the value of our investment.” Read Telos.

Software AG presented Howard's public XML trainings and onsite strategic-client sessions. Valtech entrusted him with advanced architecture material. Read Software AG and Valtech.

For a possible session, begin with the audience, its existing knowledge, and the change or capability it needs to understand. Choose the purpose or start a conversation.

The experience should leave the learner with a useful way into the next piece of work.