amitlals / README.md

Hi 👋, I'm Amit Lal

Strategic Technical Lead, Microsoft

Amit Lal is a leading expert in Artificial Intelligence and SAP platforms, currently driving AI-integrated SAP transformations for global clients at Microsoft. With over two decades of hands-on experience, he has been at the forefront of implementing AI solutions that optimize enterprise operations and foster digital transformation. 🚀

Certified by prestigious institutions like Wharton and Stanford, Amit blends academic excellence with practical innovation. His insights on AI and business transformation have garnered a following of over 16,000+ professionals on LinkedIn. He is the author of AI 2040 — a guide to how artificial intelligence will reshape enterprise business. He runs the AI with Amit newsletter and YouTube channel, covering practical AI for technical leaders. 💡 🌐

Get in Touch

Technologies I've Worked With:

JavaScript TypeScript Python Azure SAP S/4HANA SAP BTP GitHub Copilot Copilot Studio TensorFlow PyTorch HuggingFace OpenAI Docker Kubernetes Node.js React ABAP Power Platform Power Automate MongoDB Git NVIDIA / Edge AI VS Code

Pinned

SAP-Landscape-Digital-TwinPublic

Interactive 3D visualization of SAP landscape with real-time monitoring and chaos engineering simulation.

JavaScript 8

cloud-region-advisorPublic

AI-powered tool to recommend optimal Azure regions based on latency, compliance, cost, and SAP workload requirements.

TypeScript 12

SAP-EWA-Copilot-Agent-v2Public

AI Copilot Agent for reading and analyzing SAP Early Watch Alert reports with actionable recommendations.

Python 4

copilot-roi-calculatorPublic

Microsoft M365 Copilot ROI & savings calculator for enterprise adoption planning and business case creation.

JavaScript 6

TaskWeaver-SAP-AI-AGENTPublic

SAP-specialized AI Agent built on Microsoft TaskWeaver framework for intelligent SAP operations automation.

Python 11

Stock-Analysis-AutoGenPublic

AI-driven stock analysis using multi-agentic architecture with Azure AI Foundry and AutoGen framework.

Python 2

Research Paper · arXiv · Feb 2026

Evaluating SAP RPT-1 for Enterprise Business Process Prediction: In-Context Learning vs. Traditional Machine Learning on Structured SAP Data

Amit Lal · Microsoft Corporation arXiv:2602.19237 cs.LG · cs.AI

RPT-1 achieves 91–96% of tuned GBDT accuracy — zero training examples required

Outperforms XGBoost at low data regimes (75–100 context rows)

Benchmarked across demand forecasting, data integrity & financial risk classification

Read on arXiv ↗ PDF

arXivpreprint

2602.19237

cs.LG cs.AI SAP

GitHub Contributions — last 52 weeks View on GitHub →

Pinned Projects 12

Technologies I Work With

Cloud & Azure

Azure

Microsoft

Docker

Kubernetes

GitHub

Git

AI & Machine Learning

Python

PyTorch

TensorFlow

HuggingFace

OpenAI

Multi-Agent

Languages & Frameworks

JavaScript

TypeScript

Python

Node.js

React

ABAP

SAP Platform

SAP S/4HANA

SAP BTP

Power Platform

Power Automate

Copilot Studio

Logic Apps

Tools & Other

VS Code

PostgreSQL

MongoDB

Power BI

Edge AI (NVIDIA)

Three.js

Amit's Blogs, Articles & Content

Insights on AI, SAP, Azure, and the intelligent enterprise — one post at a time

Book · Amazon

📖 Published Book 2024

AI 2040: How Artificial Intelligence Will Reshape Business

A comprehensive guide to enterprise AI integration — from strategy to production-grade agentic systems. Covers GenAI, SAP + AI integration, and future-ready AI architectures for enterprise teams.

AI Strategy GenAI Enterprise SAP

Power Platform Community

✍️ Article 2025

6 AI Approaches for SAP Early Watch Alert Reports

Comprehensive guide to using AI, Copilot, and LLMs to analyze and act on SAP EWA reports — from knowledge mining to agentic workflows that automatically generate remediation plans.

SAP EWA Copilot AI Agents Power Platform

Power Platform Community

✍️ Article 2025

Copilot Agents for SAP: Multi-Agent AI Platform

Deep dive into building multi-agent Copilot systems that connect SAP data with Microsoft's AI ecosystem, enabling intelligent automation across finance, procurement, and operations.

Copilot Studio Multi-Agent SAP Azure AI

Microsoft Tech Community

✍️ Article 2023

7 AI Whiteboard Scenarios for SAP S/4HANA + Azure OpenAI

Real-world AI scenarios combining Azure OpenAI with SAP S/4HANA — intelligent document processing, predictive maintenance, supply chain optimization, and more.

Azure OpenAI SAP S/4HANA Scenarios

beehiiv Newsletter

📬 Newsletter Weekly

AI with Amit — Weekly Newsletter

Weekly newsletter covering the latest in AI, SAP, Azure, and enterprise technology. Practical insights for technical leaders, enterprise architects, and AI practitioners.

Newsletter AI Insights Enterprise

YouTube Channel

▶️ YouTube Ongoing

AI with Amit Lal — YouTube Channel

Technical tutorials, live demos, and deep dives on SAP AI, Azure OpenAI, Copilot, multi-agent systems, and enterprise AI adoption strategies for the modern enterprise.

Tutorials SAP AI Azure Demos

Power Platform Community

✍️ Article 2025

AI: The New Climate Warriors? SAP SustainWatch on M365 Copilot Wave 2

How SAP SustainWatch powered by M365 Copilot Wave 2 transforms sustainability reporting — combining AI with real-time SAP data to drive meaningful environmental outcomes at enterprise scale.

Sustainability M365 Copilot SAP Climate AI

Power Platform Community

✍️ Article 2024

Copilot Studio for SAP Technical Reports — Full EWA Automation

Step-by-step guide to building a Microsoft Copilot Studio bot that reads, interprets, and acts on SAP Early Watch Alert reports — fully automating a complex SAP operations workflow.

Copilot Studio SAP EWA Automation Power Platform

Microsoft DevBlogs

✍️ Article 2025

Eclipse + GitHub Copilot = Lightspeed SAP ABAP Development

How GitHub Copilot brings AI-powered code suggestions and chat directly into Eclipse IDE for SAP ABAP developers — setup guide, practical examples, and enterprise governance considerations.

ABAP GitHub Copilot Eclipse SAP Dev

GitHub Repository

📂 Open Source 2025

AI Mastery Roadmap 2025 — Beginner to Expert (L100–L400)

A structured, end-to-end learning roadmap covering AI fundamentals (L100) through expert agentic AI (L400) with hands-on Azure scenarios — Business AI, Azure AI, and Agentic AI tracks.

L100–L400 Azure AI Agentic AI Roadmap

SAP on Azure Video Podcast

3 appearances · Microsoft's official SAP + Azure podcast series

View channel

#276

Jan 2026 · SAP on Azure Video Podcast

Exploring SAP RPT-1 — Tabular ML Deep Dive

Deep dive into SAP's RPT-1 tabular machine learning model — how it works, enterprise use cases, and how to run it on Azure infrastructure.

#238

Apr 2025 · SAP on Azure Video Podcast

Copilot & AI Agents for SAP — Multi-Agent Patterns

How to architect and deploy multi-agent Copilot systems that interact with SAP data — covering AutoGen, Semantic Kernel, and real-world agentic SAP workflows.

#185

Mar 2024 · SAP on Azure Video Podcast

SAP on Azure Technical Copilot — AutoGen + TaskWeaver

Building an SAP Technical Copilot using Microsoft AutoGen and TaskWeaver — a deep technical walkthrough of agentic AI applied to SAP operations and monitoring.

My Universe — 3D Galaxy Navigation

Navigate 13 live project nodes in 3D — drag to rotate, scroll to zoom, click any node to open the project.

Credly Badges & Certifications 18

View all badges on Credly ↗

Dev Quiz — SAP & Azure AI

🧠

Test Your SAP & Azure AI Knowledge

As technical leaders in the SAP + Azure AI space, there's always a ton to keep in mind. I've compiled questions spanning SAP BTP, Azure OpenAI, Copilot, multi-agent AI, and enterprise architecture.

No difficulty levels — questions are mixed from beginner to advanced. Pick a topic, set the number, and start!

Choose a Topic

Number of Questions

questions (3–15)

Amit's App Store

Apps in development & TestFlight — showcasing iOS & Android craft