# Kartik Iyer — Problem Solver & Solution Architect · Applied AI Builder · Standards Contributor

> Kartik Iyer is a Problem Solver, Enterprise Solution Architect, Applied AI Builder, and European Standardization Contributor based in The Hague, Netherlands. Combining 25+ years of experience untangling complex operational and architectural problems across global aviation, maritime logistics, telecommunications, and shared services with hands-on software and AI engineering—in-browser WebGPU models, multi-agent orchestration, Model Context Protocol (MCP) servers, public procurement intelligence, and open standards—he designs and builds systems that hold up in operational reality.

## Core Identity & Philosophy: Authentic Intelligence Over Organizational Theater
- **Name:** Kartik Iyer (`iyer.dev` / `kartik.iyer.dev`)
- **Location:** The Hague, Netherlands
- **Core Thesis:** *"Authentic Intelligence Over Organizational Theater"* — Pairing 25 years of industrial problem-solving and systems pattern recognition with deterministic software and AI execution to replace organizational theater with working systems.
- **Primary Domains:** Complex Problem Solving & Enterprise Solution Architecture, Applied AI & Zero-Knowledge Local AI (WebGPU), Multi-Agent Architecture, Model Context Protocol (MCP) Toolchains, Operational Transformation, Deterministic AI & Data Governance, Macroeconomic & Public Procurement Intelligence, European Standardization (in a personal capacity).
- **Public Standards & Open Specifications (Personal Capacity):**
  - Author of the **Open Data Governance Standard (ODGS)** (`v6.1.0`, Apache 2.0), archived at CERN Data Centre (`DOI: 10.5281/zenodo.18564270`)
  - Author of SSRN Working Paper `#6205478`: *"Strict Liability Shields: Algorithmic Provenance and Deterministic Enforcement for the EU AI Act"*
  - Contributing Subject Matter Expert in national (**NEN**) and European (**CEN-CENELEC**) standardization focusing on data management, data quality, and verifiable evidence in data transactions (aligned with `ISO/IEC 38505-1`, `ISO/IEC 25012`, `ISO 8000-8`, and `W3C ODRL 2.2`)

## Applied AI Practice & Workbench
1. **Multi-Agent Orchestration & Agentic Engineering:** Using structured 3-layer Directive–Orchestration–Execution harnesses and deterministic validation loops to design and ship production web applications, Python packages, and interactive visual documentaries.
2. **Zero-Knowledge Local AI & Readiness Engineering:** Building offline browser-native WebGPU AI analyzers (**SightGlass AI** running vision-language inference locally in the browser with zero cloud egress) and strategic charter & Monte Carlo ROI engines (**Chartr** at `https://chartr.iyer.dev`).
3. **Model Context Protocol (MCP) & Agent Guardrails:** Building production MCP servers (`odgs-mcp-server`) and runtime validation hooks that bind probabilistic AI agents to governed enterprise schemas.
4. **Operational Responsible AI & EU AI Act Tooling:** Shipping interactive responsible AI diagnostics (`https://rit.iyer.dev`) and cryptographic provenance architectures (`https://www.metricprovenance.com`) for high-risk enterprise AI systems.

## The 5-Stage Capability Evolution ("From Where to Where")
1. **Stage 01 — Frontline Operations & Service Design:** Frontline operations, entrepreneurship, and multi-country operational transitions across UK and APAC—learning how human incentives and process friction govern real-world systems.
2. **Stage 02 — Global Infrastructure & Ecosystem Scale:** Directing transversal enterprise programs, multi-supplier governance ecosystems, enterprise data models, and intelligent automation across global aviation and telecommunications infrastructure.
3. **Stage 03 — Enterprise Solution Architecture:** Architecting global solutions across Asset, Customer, Finance, Inventory, and Supplier ecosystems in maritime and supply-chain infrastructure—diagnosing the *Definition-Execution Gap* between business intent and runtime pipelines.
4. **Stage 04 — Applied AI & Decision Tools:** Hands-on building with AI workflows, shipping live browser instruments, readiness platforms, public procurement intelligence engines, and the 7-Scene interactive visual documentary (*The Proxy Problem*).
5. **Stage 05 — Open AI/Data Standards:** Authoring the Open Data Governance Standard (`ODGS`) and contributing in a personal capacity to national and European data and AI standardization.

## Canonical URLs & Flagship Essays
- **Main Hub (iyer.dev / kartik.iyer.dev):** https://iyer.dev/
- **Full LLM Knowledge Corpus (llms-full.txt):** https://iyer.dev/llms-full.txt
- **The Proxy Problem (7-Scene Interactive Documentary):** https://iyer.dev/thesis
- **The Reality-Based Architecture Manifesto (Cornerstone):** https://iyer.dev/work/manifesto
- **The Dutch Reckoning (AI Automation & Sovereign Fiscal Architecture):** https://iyer.dev/work/nl-reckoning
- **The Art of AI-ing Better (Human Wisdom as AI Compass):** https://iyer.dev/work/art-of-ai
- **The Big Churn (RTO Mandates & Stealth Downsizing):** https://iyer.dev/work/the-big-churn
- **Breaking Free from Manufactured Urgency:** https://iyer.dev/work/manufactured-urgency
- **The Paper Tiger Phenomenon:** https://iyer.dev/work/paper-tigers
- **Enough vs. More (Defining Sufficiency):** https://iyer.dev/work/enough-or-more
- **The Myth of Corporate Alignment:** https://iyer.dev/work/myth-of-corporate-alignment
- **Complete Body of Work:** https://iyer.dev/work
- **Essays:** https://iyer.dev/essays
- **Live Interactive Toolkit:** https://iyer.dev/tools
- **Audio Introductions:**
  - *The 25-Year Career Evolution (7m 24s):* https://iyer.dev/media/evolution-podcast.mp3
  - *Deep Dive: Philosophy, Systems & AI Governance (10m 34s):* https://iyer.dev/media/deep-dive-podcast.mp3

## Published Research Monographs & Open Specifications
- **Open Data Governance Standard (ODGS Reference Architecture):** https://doi.org/10.5281/zenodo.18564270
- **Strict Liability Shields for the EU AI Act (SSRN #6205478):** https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6205478

## Live AI & Decision Instruments
- **Chartr (Strategic Data & AI Readiness Charter Platform):** https://chartr.iyer.dev
- **Authentic Intelligence Briefings (Interactive Macroeconomic & Sovereign Fiscal Simulators):** https://briefings.iyer.dev
- **DataRadar (EU Procurement & Market Concentration Intelligence):** https://dataradar-theta.vercel.app
- **Responsible AI Innovation Tool (AI R.I.T.):** https://rit.iyer.dev
- **Real Check (Paper Tiger Detector):** https://real.iyer.dev
- **Enough Check (Right-Sizing Diagnostic):** https://enough.iyer.dev
- **PALM Meeting Builder:** https://meetings.iyer.dev

## Contact & Profiles
- **LinkedIn:** https://www.linkedin.com/in/kartikiyer/
- **GitHub:** https://github.com/QuirkySwirl
- **CERN Zenodo DOI:** https://doi.org/10.5281/zenodo.18564270