17 industries. One method.

Deal intel, diligence, LP reporting.

89% of midsize businesses plan to put AI to work in 2026 (JPMorgan Chase, 2026).

Underwriting, claims, KYC, reporting.

Klarna says its AI assistant performs the work of 853 full-time agents, handling roughly two-thirds of service chats (CX Dive, 2025).

Intake, precedent, drafting.

Law-firm AI adoption tripled from 11% to 30% in one year (ABA, 2026).

Return prep, close, document chase.

Accounting firm AI adoption jumped from 9% to 41% in 2025 (CPA.com, 2025).

Documentation, intake, prior auth.

One health system's ambient AI scribes saved physicians an estimated 15,791 hours of documentation time (AMA, 2025).

Sourcing, screening, speed-to-submit.

Mastercard cut interview scheduling time by more than 85% and scheduled 88% of interviews within 24 hours (Phenom, 2025, vendor case study).

Proposals, delivery, firm knowledge.

Small-business AI adoption reached 63-88% depending on survey, with productivity the #1 motivation (BizBuySell, 2026).

Tutoring, grading, enrollment.

Teachers who use AI weekly save an average of 5.9 hours per week, about six weeks per school year (Gallup, 2025).

Investor reporting, leases, listings.

85% of AI-using property operators saw measurable lead-to-lease improvement (EliseAI survey, 2025).

Quoting, intake, track-and-trace.

C.H. Robinson runs 30+ AI agents managing more than 3 million shipment tasks: quoting, booking, scheduling, tracking (Tank Transport, 2025).

Takeoffs, bids, RFIs, permits.

38% of contractors report measurable business impact from AI, up from 17% a year earlier (Construction Owners, 2026).

Downtime, inspection, tribal knowledge.

GE reports a 20% reduction in unplanned downtime from AI predictive maintenance (GE via UITG, 2025).

AI-referred traffic, service, forecasting.

AI and agents influenced $262B, 20% of global online holiday sales in 2025; retailers with their own agents grew 59% faster (Salesforce, 2025).

Missed calls, bookings, revenue.

Restaurants deploying voice AI report 87% fewer missed calls and $3,000-$18,000 per month in recovered revenue per location (Hostie, 2025, vendor-reported).

Missed calls, service booking, follow-up.

One multi-location GM group recovered over $853,000 in missed service revenue with AI call handling (Numa, 2025, vendor-reported).

Inputs, scouting, compliance records.

See & Spray ran across 5 million acres in 2025 and saved more than 31 million gallons of herbicide mix (John Deere, 2025, vendor-reported).

Vegetation, outages, load forecasting.

CenterPoint Energy cut vegetation-related outage minutes 50% year over year with a LiDAR-based AI digital twin (T&D World, 2025).