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Products
AI-native platforms built and commercialized by AMRD, led by CLAF Studio.
American Research & Development
Applied AI.
Engineered for Impact.
AMRD Technologies conducts applied AI research and engineers it into production-ready products and enterprise systems.
Research. Engineered into Reality.
How We Work
Research. Engineered into Reality.
AMRD carries ideas through a deliberate path—from foundational research to measurable, real-world impact.
- Research
- Frameworks
- Intellectual Property
- Engineering
- Products
- Real-World Impact
CLAF Studio — a working example
Research
Hybrid NLP + LLM / Cognitive AI
Framework
Cognitive Learning AI Framework (CLAF)
IP & Engineering
Provenance + Personalization + Measurement
Product
CLAF Studio
Outcome
Measurable Learning Intelligence
Flagship Product
A product of AMRD Technologies
From generative AI to measurable learning.
CLAF Studio is AMRD Technologies' flagship learning intelligence platform, designed around cognitive alignment, provenance, faculty governance, and measurable learning outcomes.
Product demo
How AMRD Creates Value
One company, three pillars.
AMRD is a technology company grounded in applied AI research. Value flows across three connected pillars.
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Enterprise AI
Applying AMRD research and engineering to complex organizational technology problems.
03
Research & IP
Peer-reviewed research, applied frameworks, and an evolving intellectual property portfolio.
Research & Evidence
Grounded in peer-reviewed research.
AMRD's work is backed by published and accepted research, applied frameworks, and an evolving intellectual property portfolio.
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Research works (2009–2026)
CLAF
Applied AI framework
U.S.
Patent filings in progress
1
Flagship product shipped
Selected publications
- 2026
Introducing the Cognitive Learning AI Framework (CLAF): Evaluation dimensions for educational AI as infrastructure
Singh, R., Cotto, J., Yadav, V., & Singh, A. · AIR-RES 2026
- 2026
Mesh of meshes: Event-native convergence of service, data, and agent architectures for AI-ready enterprises
Sigurjonsson, T., & Singh, R. · CSCE 2026 · Springer Lecture Notes in Networks and Systems
- 2025
Hybrid NLP–LLM pipelines for automatic learning content generation
Singh, R., & Cotto, J. · LLM2025
Enterprise AI
From research to production.
AMRD works with organizations facing complex technology and AI challenges, combining research, architecture, and engineering to move ideas from experimentation into production.
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AI Strategy & Architecture
Helping organizations move from AI experimentation to governed, production-ready AI systems.
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Agentic AI & Intelligent Systems
Architecture and engineering for AI agents, orchestration, context-aware systems, knowledge systems, and human-in-the-loop workflows.
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Enterprise Architecture
Modernization of complex enterprise systems using event-driven architectures, microservices, APIs, data platforms, cloud-native systems, and AI-ready architecture.
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Applied AI Research
Translating emerging AI research into practical architectures, prototypes, frameworks, and production systems.
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AI Governance & Responsible AI
Provenance, validation, observability, human oversight, security, governance, and measurable outcomes.
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Technology Modernization
Modernizing legacy applications and architectures while creating a foundation for AI-enabled and agentic systems.
Our Vision
The future isn't AI-enabled.
It's intelligence-native.
We envision systems where artificial intelligence is not an add-on, but an engineered layer of cognition—connected to knowledge, context, governance, and human outcomes.
Leadership
A founder-led technology company.
AMRD Technologies is built on a foundation of applied research and engineering leadership.
Raj Singh
Founder & CEO
Technology executive, software architect, researcher, and educator focused on translating AI research into production systems across generative AI, NLP, knowledge systems, intelligent agents, and enterprise architecture.
- Research collaborations
- Technology partnerships
- Institutional partnerships
- Enterprise AI initiatives
- Investment and strategic opportunities
Interested in CLAF Studio?
CLAF Studio is AMRD Technologies' flagship learning intelligence platform.