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​Our Services​​​

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AI System Development

Build high-performing models and pipelines, fine-tuned to your domain.


We design and train models for reasoning, analysis, and scientific discovery — combining cutting-edge architectures with robust experimentation and safety.

What we deliver:

  • Custom model design and fine-tuning

  • Experiment setup, tracking, and evaluation

  • Scalable training and inference pipelines

  • Integration with your internal tools and data

  • Performance monitoring and benchmarking

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Agent & RAG System Design

Deploy autonomous and retrieval-augmented AI systems that act, reason, and learn.


We engineer agentic systems that plan, retrieve, and make decisions safely and transparently — ideal for research teams, innovation labs, and knowledge-intensive workflows.

What we deliver:

  • Agentic architecture and reasoning systems

  • RAG pipelines connected to your internal or scientific data

  • Planning, analysis, and interpretability modules

  • Safe deployment and monitoring of autonomous behavior

  • Continuous improvement loops for evolving capabilities

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Benchmarking & Evaluation

Measure what matters — and know when your models are truly improving.


We create rigorous, reproducible evaluation frameworks that quantify performance across domains like reasoning, coding, and science.

What we deliver:

  • Custom benchmark and dataset development

  • Evaluation automation and reproducibility tooling

  • Longitudinal performance tracking

  • Tailored metrics and insight dashboards

  • Comparative model studies and analyses

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Research Infrastructure & Tooling

Make your research reproducible, scalable, and efficient.


We build the systems that underpin modern AI research — from dataset ingestion to distributed evaluation — so your team can focus on discovery, not infrastructure.

What we deliver:

  • End-to-end infrastructure design

  • Dataset and experiment orchestration

  • Versioning and reproducibility systems

  • Cloud-native research environments

  • Distributed evaluation pipelines

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Advisory & Strategy

Partner with experts to shape your AI roadmap.


Our senior researchers and engineers provide targeted advisory engagements to help you align your research and engineering efforts with responsible, data-driven best practices.

What we deliver:

  • AI safety and reliability consulting

  • Research and experiment design

  • Evaluation framework audits

  • Long-term roadmap and publication strategy

  • Independent validation and technical review

Let’s Connect

Take 15 minutes to connect with our team. We’ll learn about your research goals, discuss where ARG can help, and outline the next steps for collaboration.

Advancing AI Together

We value the power of collaboration and are actively seeking partnerships with academic institutions, AI research labs, and individual researchers to drive innovation together.

Algorithmic Research Group
5540 Centerview Dr Ste 204 PMB 296182 Raleigh, NC, 27606 US

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