Toma vs Riviera

PROVEN$18M

Toma built a voice AI exclusively for auto dealerships, handling inbound calls, service bookings, and transfers – deep vertical focus over generic capability.

OPPORTUNITYbuild adjacent

VERTICALSAI, SaaS, B2B

ENTRY ANGLES

→ Niche voice AI agents for inbound customer calls

→ Voice AI as a landing pad for deeper automation

→ Targeting phone-dependent businesses for digitization

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PLAYBOOK$500K

Riviera

Hotels spend $100B a year on staff fielding phone calls – vertical AI that handles multilingual guest inquiries is wide open and underbuilt.

OPPORTUNITYbuild adjacent

VERTICALSAI, SaaS, B2B

ENTRY ANGLES

→ Build niche AI platforms with deep specialization in vertical-specific operational details and fine-tuning

→ Create AI agents that resolve problems through actions rather than just conversation

→ Develop domain-specific AI with detailed edge case handling and industry integrations

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