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Custom Software Development & Penetration Testing in Pittsburgh, PA

Pittsburgh reinvented itself around robotics, AI, and health. With Carnegie Mellon at the center and a maturing startup base in Oakland, Bakery Square, and the Strip District, this is a city where research-grade ideas need production-grade software.

QUANT LAB USA pairs custom software engineering with hands-on penetration testing rooted in the MITRE ATT&CK framework. We are founder-led, US-based, and security-aware from day one — and we specialize in turning research-grade ideas into production-grade software, which is exactly what Pittsburgh produces.

Why Pittsburgh organizations choose QUANT LAB USA

Pittsburgh's tech economy grew out of Carnegie Mellon, and it shows. The robotics and autonomy cluster — descended from CMU's Robotics Institute and the National Robotics Engineering Center — needs fleet monitoring, telemetry ingestion, and operator consoles that wrap hardware in reliable software. The AI and machine-learning base, fed by the same university pipeline, needs research prototypes turned into production features. And the health and life-sciences layer anchored by UPMC, one of the largest health systems in the country, generates demand for patient-facing apps and clinical operations tooling built with serious data discipline.

Most generalist agencies cannot credibly speak to penetration testing methodology, and a CMU-adjacent team will spot a weak vendor instantly. We can. Active Directory abuse paths, lateral movement, ADCS certificate abuse, Kerberoasting, web application exploitation — that is in-house capability, not a subcontracted line item. Every line of software we ship is reviewed against the same threat models we use on offensive engagements. For a Pittsburgh robotics startup heading into a funding round, or a health-tech venture preparing for a security review, that combination of build capability and security depth is the entire pitch.

What we ship for Pittsburgh clients

AI Integration & Data Tooling

Model-backed features, data pipelines, and internal tools that put research output into production. Typical: $25k–$100k.

Penetration Testing (Web, Network, AD)

Formal engagements with deliverables for investor diligence and enterprise security reviews. Typical: $12k–$40k.

Robotics & Hardware-Adjacent Dashboards

Fleet monitoring, telemetry ingestion, and operator consoles for robotics and autonomy teams. Typical: $30k–$110k.

Health-Tech Platforms

Patient-facing apps and clinical operations tooling built with HIPAA-aware data handling. Typical: $25k–$90k.

Custom CRMs & Operations Dashboards

Purpose-built internal tooling for mid-market and professional-services firms. Typical: $20k–$70k.

Investor Due-Diligence Packages

Architecture diagrams, threat model, SBOM summary, and pen test report ready for VC review. Typical: $10k–$25k.

How we work with Pittsburgh teams

Pittsburgh sits in the same time zone as our Macon, Georgia HQ, so you get full Eastern Time overlap and same-business-day responsiveness. Most kickoffs run as a 60–90 minute video session, with an on-site afternoon for engagements above roughly 25,000 dollars — Atlanta to Pittsburgh is about 1.5 hours, and we plan working sessions in Oakland, Bakery Square, or the Strip District as scope warrants. Build cycles run weekly with a Friday staging URL, written notes, and the next week's plan. Pen tests run from secured remote infrastructure with strict source-IP allowlisting and authenticated VPN tunnels for internal scope. Reports come in two formats: a technical deliverable with reproduction steps for engineers, and a board-readable executive summary with a prioritized remediation roadmap. Custom builds close on fixed-scope, fixed-price proposals, and the handover at acceptance is the code, the database, the hosting accounts, and the architecture documentation in one package.

  • Full Eastern Time overlap from Georgia HQ — same business day as Pittsburgh
  • Robotics, AI, and health-tech specialization
  • Research-to-production engineering for university spinouts
  • In-house offensive security (AD abuse paths, web app, network)
  • Modern Next.js / TypeScript / PostgreSQL / Docker stack

FAQ

Do you work with robotics and autonomy teams?

Yes — fleet monitoring, telemetry ingestion, operator consoles, and the web and data layer that wraps a hardware or autonomy product. We do not build the embedded firmware itself, but we build the software systems around it.

Can you put a CMU research prototype into production?

Yes — moving a lab or research prototype to a fundable, production-grade product is one of our most common Pittsburgh engagements, especially around AI and ML features. Fixed scope, weekly Friday staging URL, full handover at acceptance.

Do you do AI integration work?

Yes — model-backed features, retrieval pipelines, data tooling, and the engineering discipline to ship them safely. We integrate models into real products rather than selling demos.

East Coast hours?

Yes — our HQ is in Macon, Georgia on Eastern Time, so you get full same-day overlap with Pittsburgh and no timezone friction.

Do you fly in for kickoffs and reviews?

For engagements above roughly 25,000 dollars, yes — typically a single working afternoon in Oakland, Bakery Square, or the Strip District. Atlanta to Pittsburgh is about a 1.5-hour flight.

Are you a local Pittsburgh office?

No — we are a Macon, Georgia firm working remote-first across the United States, with travel to Pittsburgh for major-build kickoffs and on-site internal pen tests. You get senior, founder-led engineering without local overhead.

What pen testing methodology do you use?

MITRE ATT&CK end-to-end. Every finding maps to a technique ID. Internal engagements run modules covering recon, credential spraying, Kerberoasting, ADCS abuse, lateral movement, and command-and-control.

What is a typical timeline for a Pittsburgh engagement?

A standalone external pen test runs 2–3 weeks including reporting. A research-to-production MVP is usually 6–10 weeks. Larger robotics or health-tech platforms follow separate scoping with weekly milestones.

Scope a Pittsburgh engagement.

Call (770) 652-1282 or email beltz@quantlabusa.dev to discuss Pittsburgh engagements.

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