Applied AI Research & Development
From researchto the real world.
BlackArray turns AI research into working systems. Applied R&D, rapid prototypes, and the evaluation to prove them ready for the real thing. Built on doctoral research and more than a decade across technology, cybersecurity, and data.
Applied R&D · Rapid prototyping · Eval-first · Small Business
Research aimed at the real world.
BlackArray does applied R&D. Science pointed at a live problem, prototyped fast and proven honestly. Never research for its own sake.
Depth across the lifecycle.
Applied R&D, language and retrieval systems, rigorous evaluation, machine and deep learning, and computer vision, with the data engineering underneath to make it all stand up in the field. One connected array of capability.
Built for work that has to hold up.
Prototypes and proofs of concept engineered with evaluation first, honest limits, and documentation that survives review. Production-ready, and ready to go further when the work calls for it.
What BlackArray builds
Applied R&D, real-world discipline
Research pointed at a working system. Feasibility studies, rapid prototypes, and proofs of concept that survive contact with real data, built to carry into production.
NLP · LLMs · RAG · ML · DL · Computer vision
Proof before promises
Independent evaluation is a first-class practice, not an afterthought. Benchmarking, robustness and adversarial testing, and documentation that stands up to review.
Evaluation · Red-teaming · Assurance
And when you want us on your team
BlackArray also teams. A Small Business that can be on your team in days, not months, as performer or partner.
Small business · SBIR & STTR eligible · Fast teaming
How an engagement runs
Frame the problem
Scope is set together. The real need, the data reality, and what "working" has to mean. Success criteria are agreed before any modeling starts.
Prototype
BlackArray builds the working system fast. Data pipelines, models, and language and retrieval systems, reproducible and auditable from the first commit.
Prove and hand off
Evaluation before anything moves. Benchmarks, robustness and adversarial testing, and documentation that survives review. The result is production-ready, with support through the handoff when you need it.
The mission
Research for its own sake stops at the paper. BlackArray exists to close the gap between research and the real world. Doctoral-level science, prototyped fast, proven honestly, and engineered to be production-ready.
Engage
Bring the problem. Leave with a system that's ready. Expert depth from day one.
BlackArray bridges research and the real world. Applied AI R&D, rapid prototypes, and the evaluation to prove them ready for production.
Focus areas
Company
- Entity
- BlackArray LLC
- Status
- Small Business
- Credentials
- Doctor of Engineering · CISSP