Behind the consumer chatbots, a quieter race is underway to automate how brokers and operators build a price.

Consumer-facing AI agents get the headlines, but the quoting process behind them is where much of the engineering effort is going. Several launches in recent weeks target the same bottleneck: turning an inbound trip request into a price quickly and accurately.

Automating the inbound request

Charter and Go demonstrated ConnieAI at NBAA-BACE. It is an AI tool meant to automate quoting from incoming customer inquiries. According to the company, ConnieAI gathers missing trip details and speeds up the sales process. Charter and Go's COO, Pamela Huff, said AI becomes more valuable when it understands the business it supports. The company's platform connects sales, customer management, crew, scheduling and dispatch for charter operators, airlines and brokers, and also supports jet cards, loyalty programs and credits.

Floating Fleet AI offers an AI Quote Assistant that, per the company, evaluates trip requests against how well they fit an operator's existing network and cuts quoting time from hours to seconds. That is the company's own claim.

Pre-priced quotes inside operator software

AIN also reported two announcements around the same time. Levo and Portside are offering flight quotes to operators using Avianis through an AI-powered integration, aimed at speeding up quoting. And UAS International launched SkyX, an AI-driven trip feasibility tool that lets operators see whether a flight is even possible before they start detailed planning. We have only the headlines and summaries for those two, so check the originals for specifics.

A different approach: real-time pricing as distribution

SkyReserve is pursuing a related goal from the distribution side. The platform shows charter prices in real time next to business-class and first-class airline fares, through an API, an embeddable widget and its own website. Its executives say they are building something like the Sabre system for private charter, bringing airline-style distribution to a market that has been mostly manual. Commercial fares come from a partnership with Fareladder, while charter prices come from proprietary technology the company says it has developed for more than three years. SkyReserve is described as pricing automation rather than an AI product, but it points in the same direction: making charter inventory something software can read.

Why it matters

Charter pricing has been slow because every trip is a one-off. Aircraft have to be positioned, crews have to be available and operators have to respond. Anything that gathers the right trip details up front, checks feasibility early and produces a reasonable price quickly can save brokers hours. It also feeds the consumer agents: a chatbot is only as quick as the quoting system behind it.

What to watch

  • Accuracy. Do automated quotes survive contact with real operator availability?
  • Who owns the customer. If quotes flow through shared software and APIs, brokers will need to differentiate on service rather than on access to pricing.
  • Standards. Whether common data formats emerge, or whether each platform stays its own island.

Bottom line: The charter quote used to be a conversation. It is turning into a data pipeline, and the companies that control the pipeline will have a lot of influence.

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