Industry setup may become easier as models suggest fields, questions and workflows. That does not make a generated configuration a tested industry product.
Separate instructions from the system that runs them
A skill can describe an intake process, required inputs and an output to review. It does not supply a CRM connection or authorize writes. Check the host's tools and permissions before expecting it to change records.
HubSpot's current remote MCP documentation separates readable objects from supported create/update operations. Tool availability varies by subscription, user permissions and account configuration. Sensitive-data settings block Activity and conversation access through the server. A generic instruction cannot remove those limits.
Test the proposed setup with fictional inputs
For an illustrative course-intake workflow, check how the proposed fields handle a missing course, an uncertain start date and a request that needs a person. Ask for a preview of changes before saving. Keep unknown values unknown instead of forcing a category that does not fit.
Do not confuse a tailored screen with domain expertise
SAP's generative-UI direction depends on system-of-record data and established business logic. Menlo Ventures argues that specialist workflows and compliance remain important advantages of vertical software. Both are views to test, not compatibility guarantees.
Start with a fictional example, inspect the output and confirm data access, review steps and rollback. A successful example is a preparation check, not proof that a real account connection works.
Browse profession workflows or read the workflow-file guides.