AI Integration Services in Dallas, TX
DFW is a corporate IT and supply-chain heavyweight. The AI integration demand here is shaped by Fortune 500 procurement teams asking for document extraction, contract analysis, and call summarization on existing internal systems. The Big Four sells $500,000 AI consulting engagements; the freelance market produces a prototype that never reaches IT review. We sit in the gap.
The problem with off-the-shelf AI in Dallas
Mid-market DFW AI work needs procurement-ready documentation, fixed scope, and a partner who can produce architecture diagrams alongside the working integration. Generic AI shops cannot deliver that.
Real AI integration means picking the right model for the right step, wiring it into your existing data layer, and building eval-first so prompt regressions get caught before they reach production. For Dallas buyers specifically, that means AI shaped for enterprise IT AI integration — not a generic chatbot.
What we ship for Dallas buyers
Document and contract AI
Extraction, classification, and clause-level analysis for legal, procurement, and operations teams.
Logistics + freight AI
Load-document extraction, route summarization, and dispatch-call transcription for the DFW freight base.
Procurement-ready documentation
Architecture diagrams, data-flow diagrams, SBOM-style summaries.
Fixed-scope AI modernization
Quoted up front, delivered against milestones. No T&M creep.
Tech stack
LLM-vendor-agnostic abstraction so you can switch providers without a rewrite. Postgres + pgvector for RAG.
Reference builds
Production AI builds in our portfolio include document extraction in our contractor estimating engine, semantic search in operations platforms (J5 Sales OS, UEhub), and the AI features across our portfolio. Same patterns translate into a DFW mid-market AI integration project.
Reference work: J5 Sales OS, contractor estimating engine, and multi-strategy trading system.
How we work remote from Georgia
QUANT LAB USA is founder-led from Macon, Georgia. William Beltz runs every AI engagement from kickoff through handoff. Discovery is a structured workflow-mapping session; eval-first prompt development from week one; staging is live from week two.
For Dallas buyers, that means full Eastern-time overlap, fixed-scope contracting against milestones, and on-site work when scope warrants. Book a scope call to walk through your workflow.
Pricing for Dallas AI integration
Dallas AI engagements typically scope between $30,000 and $120,000 for a production-grade integration with enterprise-procurement-ready documentation.
We quote fixed-fee scope after a 30-minute discovery call. Engagements include the integration code, eval test sets, prompt versioning, and runtime cost-and-latency budgets. Source-code handoff at delivery. See our parent AI service page for the broader engagement model.
What you get
- Full source code repository (yours, no lock-in)
- Prompt library + eval test sets
- LLM-vendor-agnostic abstraction layer
- Cost + latency budgets at integration layer
- Audit logging on AI workflow events
- 30-day post-launch support included
Dallas AI integration FAQ
Modernize existing AI prototypes?
Often yes — assessment first.
Fixed scope or T&M?
Fixed scope on most engagements.
Survive enterprise procurement?
Yes.
Fly in for DFW kickoffs?
For engagements that warrant it.
On-prem vs API?
Both supported.
Who owns the prompts and code?
You do.
Related services
SaaS Platform Development
Full-stack SaaS with AI features built in.
Custom CRM Development
AI-assisted lead routing and summarization on your CRM.
Mobile App Development
On-device and server-side AI inside your mobile app.
API Development
Documented endpoints for your AI workflows.
Web App Pentest
Prompt-injection-aware security testing on AI features.
Nearby cities we serve
Ship a real AI integration in Dallas.
Call William Beltz directly at (770) 652-1282 or book a 20-minute scope call. Founder-led from quote to handoff.