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ariscaga/README.md

AI Infrastructure Expert Banner

Hi, I'm Ariana (@ariscaga)

Creator of Organizational Ambient Intelligence (OAI³) | Founder, CosentriQ

I study organizations as living intelligence systems—and explore how AI can function as an interface to that intelligence rather than a tool to be “adopted.”

My work focuses on why most AI initiatives fail at the organizational level, and what becomes possible when intelligence is made ambient, integrated, and usable inside real workflows.

Current Focus

OAI³ Framework** — Organizational Ambient Intelligence Infrastructure - Intelligence flow and decision architecture - How intelligence moves, blocks, and degrades inside organizations - AI as interface layer, not adoption target CosentriQ — Applied OAI³ in real organizational contexts

Background

  • Founder, CosentriQ
  • Previously scaled DivySci to $1M+ ARR in
  • Backed by Google, AWS, and National Science Foundation
  • Work spans organizational intelligence, AI systems, and decision infrastructure

Technical Context

AI / Systems: LLMs · RAG · Multi-agent systems · Decision modeling
Backend: Python · Node.js · PostgreSQL
Frontend: React · TypeScript

Connect 🌐 https://ariana-abramson.com
💼 LinkedIn: https://linkedin.com/in/arianaabramson
📧 Email: ariana@cosentriq.com

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  1. oai3-framework oai3-framework Public

    OAI³ (Organizational Ambient Integrated Intelligence) Framework - The paradigm for coherent organizational AI adoption

  2. ai-social-assessment ai-social-assessment Public

    Evaluate AI initiatives for social value, ethics & community impact. 500-point scoring system across 5 dimensions. Try it: social-aivalue.netlify.app

  3. ai-infrastructure-framework ai-infrastructure-framework Public

    Technical showcase of the SCALE FACTOR™ Assessment methodology - a proprietary scoring framework for measuring AI infrastructure readiness across 7 critical dimensions. Includes scoring logic, samp…

    TypeScript

  4. sme-ai-infra-diagnostics sme-ai-infra-diagnostics Public

    Foundational AI infrastructure systems for small and midsized enterprises — including operating models, diagnostic schema, and strategic tooling used across Nadis Intelligence’s client engagements.

    1

  5. gpt-workflows gpt-workflows Public

    Experimental GenAI workflows and prompt chains — RSS summaries, sentiment tagging, and score enrichment demos. Not affiliated with Nadis Intelligence’s proprietary products.

    Python