The vertical AI workforce map.

Junior analyst and associate workflows — memo drafting, comps, deal precedents, month-end close, reconciliation — are being absorbed function by function. Rogo handles the IB analyst stack. Numeric handles close. Domain-specific regulation is the moat, not a barrier.

AI workers running outbound and account research as autonomous SDR teams. The strongest products behave like an entire SDR org with measurable pipeline contribution — not a copilot bolted to a rep's screen. 11x's Alice is the archetypal example: an AI SDR product, not an HR product.[5]

SMBs and franchises running entire communication and admin functions through AI "employees." The model isn't selling a tool — it's selling an outcome: inbound calls answered, bookings made, leads captured, 24/7 across multi-location organizations. Pricing is shifting outcome-based.

One of the first vertical-AI categories to mature. Agents run sourcing, screening, scheduling, initial assessment, and onboarding end-to-end. The strongest products reduce recruiter load while preserving auditability and candidate experience — and the early generation is commoditizing fast.

The US construction industry needed an estimated 439,000 additional workers in 2025 and 499,000 in 2026[6] — a structural labor gap that creates the ROI pressure adoption needs. Multimodal models now read site conditions, as-built drawings, RFIs, and permits; home services follows via PE-driven consolidation.

Higher education spends roughly $240B on administration — at some universities the admin headcount exceeds the student count. AI is entering enrollment, advising, transcript processing, and financial aid. Government procurement intelligence runs parallel: NationGraph[7] maps 100,000+ government entities to surface contract opportunities; CollegeVine[8] sits on the higher-ed operations side. K-12 learning and AI avatar tooling are tracked outside this category.

Insurance claims and underwriting are overwhelmingly manual: adjusters, reviewers, and call-center staff handle each case individually. AI is entering end-to-end — reading multi-thousand-page documents, applying carrier-specific rules, and preparing files the way a BPO team would. WithCoverage absorbs the broker relationship entirely. Direct-to-consumer insurance carriers are tracked separately; they're a different business model.