Vertical agents
A general-purpose chatbot can define 'first-time fix rate.' A vertical agent for HVAC knows your FTF target is 78%, that Branch 7 has been running at 61% for three months due to parts availability, and that the top-performing branches achieve 85%+ by pre-staging common repair components. The difference is domain depth — the agent knows your industry's metrics, compliance requirements, data structures, and operational patterns. It doesn't guess what 'productivity' means in behavioral health vs. construction vs. restaurants. It knows, because it was built with that specificity.
Go deeper
You run a 90-location behavioral health network. A general-purpose AI can tell you what a denial rate is. A vertical agent built for behavioral health knows that your denial rate calculation must exclude Medicare Advantage plans that auto-deny and reprocess, that 'productivity' in your industry means billable hours against available clinical hours (not revenue per employee), and that a 'no-show' after three attempts triggers a different workflow than a first-time miss. It knows these things because VisionWrights encoded them into a domain-specific data dictionary — not because the AI figured them out on its own.
The trap is assuming that industry-specific marketing means industry-specific capability. Every AI vendor claims to 'serve behavioral health' or 'understand field services.' The test is simple: ask the agent a domain-specific edge case. 'How should we calculate productivity for a clinician who splits time between two locations and has a 30-minute unpaid commute between them?' A generic AI will give you a formula. A real vertical agent will ask which of your three productivity calculation methods you want applied and whether to include or exclude the commute per your HR policy.
Questions to ask any vendor claiming vertical expertise: How many metric definitions are in your domain dictionary for our industry? Can you show me how you handle [your most complex industry-specific calculation]? When our industry regulations change, how quickly does your agent reflect the new rules?