AI integration · DFW Metro
Chatbots are not enough. Meaningful gains come from integrating AI into your systems – automating repetitive work, cutting manual labor, and opening capacity for growth.
I combine structured workflows with AI for the hard parts and human review on what counts. 98–99% accuracy in production.
Automate lead follow-up, quoting, and outreach so a smaller team closes more deals and serves more customers.
Document processing, data extraction, workflow automation across systems – including ones with no APIs. Replace full-time manual work with automations that run on their own.
I walk through your business with a structured process to find where AI pays for itself – and where it won't. You end up with a ranked list: what to build first, what to skip, and what not to waste money on. Free for DFW businesses.
I connect AI to the systems you already use – CRM, email, documents, internal tools with or without APIs. Automations keep running when external APIs fail, with full visibility when something goes wrong. Your team does what AI can't; the rest runs without anyone thinking about it.
AI goes where it adds something nothing else can. Everything else stays in controlled, predictable flows. No unchecked agents. No unchecked access to sensitive systems like payments or payroll. Proper oversight keeps API spend and bad output under control.
AI only where nothing else can do the job. Everything else follows controlled, predictable flows. Agents don't get unchecked access to payments, payroll, or other sensitive systems. You stay in control of spend and output quality.
I build, deploy, and stay until the automation runs in production. I wire AI into your existing systems, document what was built, and hand your team something that runs on its own.
Most people selling AI advice have never run a real business. You need someone who can integrate AI into how your business actually works – and knows when not to.
Built production automations to extract data from rate confirmations, bills of lading, and invoices. Extraction with structured workflows and AI achieves 98–99% accuracy. Improved existing systems step by step instead of replacing everything at once. Manual data entry dropped from two full-time roles to one-third of one role.
Designed proprietary AI-driven research platforms (pre-LLM) that processed massive volumes of information in any language. Cut analysis time by 70% and raised accuracy to 95%. Supported over a billion dollars in client decisions across 20+ markets with 100% on-time delivery.
Built real-time Russian-to-English sermon translation – speech recognition, translation, and voice synthesis in one system. Members who couldn't follow the message now hear every word in English.
I work best with business owners and leaders who:
I work with American businesses that want to use AI to grow revenue and cut cost – starting with yours.
Designed my first AI tool in 2017. Co-founded an AI market intelligence startup (acquired). Was part of the GPT-3 private beta in 2021. Since then: document automation, research platforms, and live AI systems in production. I know what AI can and can't do, and how to get measurable results from it.
The free AI opportunity audit is for DFW businesses. Tell me what you do and what's costing you time or money – I'll list what to build, in what order, and what each project takes.