Lauvanya R

Product Experience Architect at Coffee Inc. I write about what I learn from people, processes, and operational challenges, and how the AI and technology we build helps organizations work better.

Lauvanya R

Automating First Article Inspection Preparation: From Engineering Drawings to Excel

What Building Engineering Organization Intelligence Taught Us

How Founder-Led Companies can become Less Dependent on Founders?

The Missing Brain: Why Engineering Organizations need an Intelligence Layer at the Department Level

Why Most PFMEA Reviews Depend on Memory, Not Process

The Missing Intelligence Layer in Manufacturing Systems

The Next Generation of Manufacturing Workflows: Building Operational Relationships

The IKEA Effect and AI: Do You Really Own What You Build?

Engineering Document Intelligence: How Adeos Structures Data Across the Manufacturing Workflow

ADEOS: Engineering Document Intelligence Built with Level 3 AI Autonomy

ADEOS: Agentic AI Architecture for Engineering Document Intelligence

Why Engineering Drawing Standards Matter for AI and Data Extraction

From Blueprints to BOMs: Exploring Engineering Document Types and Data Extraction

Transform Engineering Drawings into Data: A Guide to the Document Processing Pipeline

Beyond OCR: Anomalies in Data Extraction from Engineering Drawings

Automate Your Workflow in One Go By Using AI Agents With codename goose

Meet Your New Digital Colleagues: AI Agents in Action

Model Context Protocol: Bringing AI to your own Data Sources

Exploring Google’s NotebookLM: A Personalized AI Research Assistant