Canary Technologies, ALICE (now Actabl), Kipsu (Guest Messaging).
PolyAI, Hyro, Google CCAI (Contact Center AI).
Oracle Hospitality (OPERA), Amadeus HotSOS, Mews.
Avaamo, Rasa (Open Source Conversational AI), various stealth hotel-AI startups.
Multi-channel (phone, SMS, email, messaging) guest communication across hotel operations creates data on guest preferences, booking patterns, and service requests. Each property's agent learns its specific inventory, pricing, and operational rules. Switching means retraining on all of that property-specific context.
Using conversational AI with multilingual NLP for guest communication, lead qualification and sales routing, and ML-driven workflow optimization.
AI planning engine for construction decisions made before scope lock and procurement.
MeltPlan owns the pre-construction decision layer, a wedge Procore and Autodesk have not productized because their business models optimize execution rather than the choices that precede it.
Gives architecture firms an AI teammate for specs, compliance, and documentation.
Architecture firms spend more time on specs, compliance, and documentation than on design. Avoice already manages $300M+ in active projects across five countries, proving the workflow sticks in an industry that resists new software.
Helps electrical contractors win more jobs faster by automating estimating and proposals with AI.
Data center construction is booming and electrical contractors are the bottleneck. Bidflow automates the estimating and bidding paperwork that keeps them from taking more jobs, starting with a vertical no general-purpose tool covers well.
Centralizes energy data into an AI-powered OS for cheaper, more reliable electricity at scale.
Large commercial and industrial electricity buyers manage procurement, consumption, and sustainability across disconnected spreadsheets and broker relationships. Condor centralizes it into an AI-powered Energy OS, targeting data centers as the fastest-growing demand segment.