AI consulting and development for Dallas companies

What ai consulting and development covers

AI consulting in Dallas

AI consulting in Dallas starts with the estate you already own. Telecom, banking and insurance headquarters here have years of data and permissions in place, so our two-week readiness assessment tells you which use cases that estate supports today and which need groundwork first.

Every acquisition brought its own customer

Dallas-Fort Worth is where large companies put a headquarters, Toyota's North American one in Plano and McKesson's in Irving among them, and a headquarters estate is rarely one system. It's a decade of acquisitions and reorganisations, each bringing a CRM, a billing platform or a warehouse with its own idea of a customer. In our view the risk sits in the seams, where a failure is usually an integration failure under another name.

The common response is another integration layer that copies data in every direction and hopes the copies agree. They won't. We'd settle one question before writing code, which system is allowed to write each record, and have every other system read from it or subscribe to its changes. An estate with two writers for the same customer is an estate that disagrees with itself.

We'd draw every system that touches the customer and the order, who writes to each, and where the copies diverge today, measured on real records instead of guessed at. That map then decides what gets retired, what gets wrapped behind an API, and which single piece we'd build first.

Clients we have done this for

Orders processed rose 100% and accounts grew 29% after LOSExpress, SWBC's lending platform for credit unions, was rebuilt from the user experience and design system through to the front-end architecture. Loan officers spent half as long on each order, the measure a bank or insurer running a lending platform for many institutions would judge its own by.

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 Dallas

Demo nights across Dallas-Fort Worth

• Meetup · Every one to two months, usually a Thursday evening

  AI Tinkerers Dallas-Fort Worth

  Builders at Kiln show agents that already run, so a manager can judge how far a sample-data pilot still is from the company's own systems.

  AI Tinkerers, Dallas-Fort Worth chapter. Varies across DFW, often Kiln co-working in Dallas.

• User group · Roughly monthly, weekday evenings

  Dallas AI

  Brookhaven and Richardson IQ evenings are aimed at professionals working out where AI fits, a sensible first night out for whoever will own an agent's results.

  Dallas AI, a nonprofit. Rotates, including Dallas College Brookhaven and UTD's Richardson IQ.

• User group · Roughly quarterly, weekday evenings

  Databricks User Group Dallas

  Talks on AI architecture on Databricks suit a team whose agent has to read governed data in the warehouse the company already runs.

  Volunteer organisers, part of the Databricks User Groups community. Venues vary around Dallas and Plano.

• User group · Several times a month

  GDG Frisco

  Recent build nights in Frisco and Plano focused on AI-powered Flutter apps, a useful preview if your agent's front end is a phone.

  Google Developer Groups volunteers. Frisco and Plano, some sessions online.

• University · Ongoing degree programmes

  Master of Science in Computer Science and Master of Science in Software Engineering, The University of Texas at Dallas

  UT Dallas's Intelligent Systems concentration in Richardson is a ready local source of machine learning engineers for a team about to staff an AI project.

  UT Dallas Erik Jonsson School of Engineering and Computer Science. UT Dallas, 800 W Campbell Rd, Richardson.

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 Dallas

What else we build for Dallas companies.

AI consulting and development elsewhere

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

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