Enterprise AI Consulting & Development

Tech Intellectuals provides enterprise AI consulting and development, from finding the right opportunity to building AI agents, integrating business systems and managing production solutions. Based in Dallas, we work with organizations nationwide.

A clear path to production

From first question to lasting impact

A practical, accountable journey shaped around your business and the systems you already use.

Use Cases

See where AI agents are already putting work into motion across the business.

AI by Industry

The right AI workflow depends on how your industry operates. Explore examples shaped around real operating environments.

Explore all AI industries

AI in Practice

Examples of AI we have built into real operations, from claims intake to patient calls and IT support.

All case studies
AI Engineering & Insurance Technology

Embedded AI Development Pod Builds a Claims Intake Automation Platform for a Regional P&C Insurer

The challenge
A regional insurer needed AI-assisted claims intake without in-house AI engineers, after an earlier pilot had stalled before production.
Our approach
An embedded AI pod worked inside the insurer’s Scrum team on document extraction, claims triage and a policy-lookup assistant connected to Guidewire ClaimCenter.
Read the case study: Embedded AI Development Pod Builds a Claims Intake Automation Platform for a Regional P&C Insurer
Healthcare & Clinical Operations

AI Conversational Receptionist for a Multi-Location Medical Clinic

The challenge
A multi-location medical group’s front desk was struggling with call volume, leading to long holds and missed appointments.
Our approach
A voice receptionist connected to the clinic’s EHR handled booking, rescheduling and reminders, with handoff to staff when needed.
Read the case study: AI Conversational Receptionist for a Multi-Location Medical Clinic
IT Service Management & Manufacturing Operations

AI Agent-Driven IT Service Desk Automation for a Multi-Plant Manufacturing Enterprise

The challenge
A multi-plant manufacturer’s help desk was falling behind on routine tickets with no budget for additional headcount.
Our approach
An AI agent integrated with ServiceNow, Active Directory and Okta resolved routine requests and escalated the rest to technicians with full context.
Read the case study: AI Agent-Driven IT Service Desk Automation for a Multi-Plant Manufacturing Enterprise
Retail & Consumer Goods

AI-Driven Customer Insights for a Global Retailer

The challenge
A multinational retailer’s customer data sat in separate systems, limiting personalization and retention work.
Our approach
A cloud analytics platform on Azure unified eCommerce, point-of-sale, CRM and marketing data to support predictive customer models.
Read the case study: AI-Driven Customer Insights for a Global Retailer

Why Choose Tech Intellectuals for AI?

We invest in understanding your business before recommending a single model, and stay accountable to outcomes after launch.

Business outcomes first

Every engagement starts with a business process, not a model. We define success metrics before we open a code editor.

We build, not just advise

Our engineers and architects are embedded in every engagement, delivering production-grade AI, not a strategy deck.

Governed from day one

Human oversight, access controls and audit trails are architectural decisions, not something retrofitted after launch.

One accountable team

The same team that designs the solution stays through integration, deployment and ongoing improvement.

What You Can Expect Working With Us

A dedicated team that learns your business, not just your backlog
Transparent communication, weekly progress, and no surprises
Human oversight built into every workflow, not bolted on after launch
Architecture designed to integrate with the systems you already run

Frequently Asked Questions

Where should we start with AI?

Most clients start with an AI Opportunity Assessment — a short engagement that finds the processes, data and constraints that define a worthwhile opportunity.

Do you only build custom models?

No. We recommend the right approach for the problem, whether that's a pre-trained model, a generative AI application, or a fully custom agent.

How do you handle AI governance and risk?

Governance, human oversight and data protection are part of the operating model from day one, with audit trails and access controls built in.

What could AI automate inside your organization?

Let's discuss how we can find the right AI opportunity for your business.

Start an AI Assessment