AI Integration Services in Charlotte, NC
Charlotte is the southeast's banking capital. AI integrations selling into BoA, Truist, and their vendor ecosystem must clear bank-grade security review. Generic AI shops do not understand the vendor-risk game and lose the deal at procurement. We build for the regulated environment from day one.
The problem with off-the-shelf AI in Charlotte
Bank vendors need PII redaction, audit logging, on-prem or BAA-covered model providers, and architecture documentation that survives a real review. Off-the-shelf AI integrations check none of those boxes.
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 Charlotte buyers specifically, that means AI shaped for banking-adjacent compliance-aware AI integration — not a generic chatbot.
What we ship for Charlotte buyers
Vendor-risk-ready AI architecture
Data flow, access model, encryption-at-rest, and audit logs that survive a BoA or Truist vendor-risk review.
PII redaction + tokenization
Sensitive data redacted before model calls; tokenization for audit trails.
On-prem or BAA-covered LLM
Open-source models on customer infrastructure, or BAA-covered Anthropic / OpenAI when permissible.
Fintech-vendor AI modules
Pipeline, deal IC, contract analysis, and HIPAA-vendor-review state classification.
Tech stack
LLM-vendor-agnostic abstraction so you can switch providers without a rewrite. Postgres + pgvector for RAG.
Reference builds
Charlotte-relevant AI work includes J5 Sales OS (sales operations with AI-assisted summarization), ProtectWithBri (sensitive-comms portal), and the AI features across our portfolio. Same audit-trail and access-model discipline ships into Charlotte AI integration.
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 Charlotte 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 Charlotte AI integration
Charlotte AI engagements typically scope between $30,000 and $120,000 for a production-grade integration with bank-grade security 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
Charlotte AI integration FAQ
Survive BoA or Truist vendor review?
Yes.
PII redaction in AI workflows?
Yes — standard pattern.
On-site Charlotte meetings?
Yes — short drive up I-85.
SOC 2 Type II?
Yes.
Enterprise SSO on AI endpoints?
Yes.
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 Charlotte.
Call William Beltz directly at (770) 652-1282 or book a 20-minute scope call. Founder-led from quote to handoff.