AI consulting and development for Orlando companies

What ai consulting and development covers

AI consulting in Orlando

In Orlando, AI consulting often begins with the customer-facing case, a resort in Lake Buena Vista, a training contractor or a hospital that wants an assistant which never invents a price or a policy. We define the sources it may cite, the questions it must hand to a person, and how its accuracy gets measured.

The peak is the specification

Orlando's busiest weeks arrive together. When the parks around Lake Buena Vista fill at Christmas and spring break, a resort's booking traffic, its card transactions and the number of staff on handsets all climb at once. Every till, kiosk and mobile checkout added for the season widens PCI DSS scope too, and version 4's future-dated requirements have been mandatory since 31 March 2025.

Load tests usually model the average day and add headroom. What breaks on the peak is usually a path nobody tested at volume, like a refund, a modification or a booking that half-completes when the payment provider times out. Those are the paths we test first, because a guest charged twice during the holiday week stays a problem long after the week is over.

We replay last season's traffic against a staging copy and list every system that touches card data. Then the booking and refund workflows get rebuilt so a step that fails resumes where it stopped, and capacity is sized to the season's curve, with compute that comes back down in January.

Clients we have done this for

A resort, ticketing or training business keeps guest or trainee records in several systems, each failing in its own way. Athlinks needed more than 400 million athlete records stitched together across disparate sources, and a serverless pipeline on Temporal gave the team automated retries and real-time visibility.

How an engagement runs

1. 01

   Two weeks, fixed fee

   An AI Readiness Assessment reads what you already run, names the use cases that will survive your data and your permissions, and puts a number on what each will cost to operate. It ends in a written document that is yours either way.

2. 02

   One system, named

   We pick the first thing to build with you and say what done looks like before starting. A first system that reaches production beats three that reach a demo.

3. 03

   Build it with your team

   Your engineers are in the repository with ours from the first week. The pattern has to be one they can extend after we leave, which does not happen if they meet it at handover.

4. 04

   Run it, then hand it over

   We stay on the pager while it settles, because the design decisions look different when the person making them is the one being woken. Handover happens when it is boring, not when the invoice is due.

Two weeks, fixed fee, and a written plan whether or not you build it with us.

Around Orlando

Where Central Florida builds with models

• User group · Monthly, weekday evenings

  Orlando AWS User Group

  Recent evenings covered building agents with Strands and running them in production, the half of the problem a guest-facing pilot usually skips.

  Volunteer organisers, part of the AWS User Group community. Rotates, including UCF Downtown and Rollins College, Winter Park.

• University · Ongoing

  Institute of Artificial Intelligence (IAI), University of Central Florida

  With faculty from medicine and business alongside computer science, UCF's institute leans applied, which suits a hospital or resort with one narrow question.

  University of Central Florida. University of Central Florida, main campus, Orlando.

• User group · New group, schedule to be set

  Orlando Databricks User Group

  If your AI plans run on Databricks, a brand-new group is the cheapest place to find the other Central Florida teams doing the same.

  Volunteer organisers, part of the Databricks User Groups community. Seminole State College, 100 Weldon Blvd, Sanford (first event).

• Hub · Several times a month

  Orlando Devs (ODevs)

  Several meetups, workshops and a Discord sit under this nonprofit, so it's the shortest route to Central Florida developers already building with models.

  Orlando Devs, a volunteer-run nonprofit. Rotates across Orlando and Winter Park venues.

• University · Ongoing degree programme

  Master of Science in Data Analytics, University of Central Florida

  Classes run evenings and weekends for working students, and the optional AI track turns out analysts who can also build and evaluate a model.

  UCF Department of Computer Science. University of Central Florida, Orlando.

Each listing was checked on its organiser's own page on 12 October 2026. Dates and venues move, so the link is the source.

Where to go deeper

Also in Orlando

What else we build for Orlando companies.

AI consulting and development elsewhere

The same work, in other metros. The full list is here.

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