DEVALAND

A decade of production automation engineering, email infrastructure, voice, and workflow systems running revenue-critical operations in live businesses. Marius leads the Deal OS product at Devaland.

Transylvania, Romania Joined on Dec 18, 2024 office@devaland.com https://devaland.com/

Education

Military Technical Academy, Bucharest, Romania

Pronouns

Mr.

Work

CEO at Devaland Automation Agency

DEVALAND

Aug 4

Why a Scan Is Not a Document

#ai #ocr #machinelearning #datascience

4 min read

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DEVALAND

Aug 4

What 70 Scientific Books Taught Me About Why AI Misreads a PDF

#ai #pdf #machinelearning #programming

5 min read

DEVALAND

Aug 3

Intelligent Document Processing: A Practical Guide

#ai #machinelearning #python #automation

5 min read

DEVALAND

Jul 30

A Driver's License Question Beat Every Real One: Why Retrieval Scores Cannot Gate a RAG System

#ai #rag #llm #machinelearning

7 min read

DEVALAND

Jul 27

AI on the Data, Human on the Judgment: Where AI Belongs in Diligence

#ai #llm #machinelearning #automation

3 min read

DEVALAND

Jul 23

The Verification Gap: Why Translated Summaries Misprice Cross-Border European Deals

#ai #llm #machinelearning #startup

4 min read

DEVALAND

Jul 20

The three bugs my AI agent caught before a single customer saw them

#bugsmash #devchallenge #ai #webdev

2 min read

DEVALAND

Jul 20

Best Due Diligence Software for Acquisitions (2026)

#ai #startup #saas #productivity

8 min read

Summer Bug Smash: Clear the Lineup 🐛🛹

DEVALAND

Jul 18

Fix: WebP og:images silently break Medium imports and social previews

#bugsmash #devchallenge #webdev #seo

2 min read

DEVALAND

Jul 18

Sequenzy Review: I Rebuilt My Cart-Recovery Emails Through the API

#ai #llm #startup #programming

4 min read

DEVALAND

Jul 16

Claude's Private Equity Plugin vs a Turnkey Diligence Tool (2026)

#ai #claude #machinelearning #startup

6 min read

DEVALAND

Jul 13

AI CIM Analysis Tools Compared (2026)

#ai #machinelearning #startup #productivity

3 min read

DEVALAND

Jul 13

Claude vs ChatGPT for Due Diligence (2026)

#ai #claude #chatgpt #machinelearning

4 min read

DEVALAND

Jul 9

Best Due Diligence Software for Search Funds (and the VDR Alternative)

#ai #startup #saas #productivity

4 min read

DEVALAND

Jul 6

AI Due Diligence vs Hiring an Analyst: Cost, Speed & Accuracy

#ai #machinelearning #startup #productivity

6 min read

DEVALAND

Jul 2

What Due Diligence Automation Actually Catches (And What It Can't)

#ai #machinelearning #automation #startup

6 min read

DEVALAND

Jul 1

Anthropic Paused Its Most Capable Model, Then Made the Case for Verifying AI

#ai #claude #machinelearning #llm

6 min read

DEVALAND

Jun 30

Can You Trust AI for Due Diligence? An Honest Answer

#ai #machinelearning #claude #startup

4 min read

DEVALAND

Jun 30

How to Use Claude for Due Diligence (Without Trusting a Word It Says)

#claude #ai #machinelearning #productivity

4 min read

DEVALAND

Jun 20

20 Claude agents for M&A diligence, built on one rule: cite the source or cut the claim

#ai #claude #opensource #llm

6 min read

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Why a Scan Is Not a Document

Want to connect with DEVALAND?

What 70 Scientific Books Taught Me About Why AI Misreads a PDF

Intelligent Document Processing: A Practical Guide

A Driver's License Question Beat Every Real One: Why Retrieval Scores Cannot Gate a RAG System

AI on the Data, Human on the Judgment: Where AI Belongs in Diligence

The Verification Gap: Why Translated Summaries Misprice Cross-Border European Deals

The three bugs my AI agent caught before a single customer saw them

Best Due Diligence Software for Acquisitions (2026)

Fix: WebP og:images silently break Medium imports and social previews

Sequenzy Review: I Rebuilt My Cart-Recovery Emails Through the API

Claude's Private Equity Plugin vs a Turnkey Diligence Tool (2026)

AI CIM Analysis Tools Compared (2026)

Claude vs ChatGPT for Due Diligence (2026)

Best Due Diligence Software for Search Funds (and the VDR Alternative)

AI Due Diligence vs Hiring an Analyst: Cost, Speed & Accuracy

What Due Diligence Automation Actually Catches (And What It Can't)

Anthropic Paused Its Most Capable Model, Then Made the Case for Verifying AI

Can You Trust AI for Due Diligence? An Honest Answer

How to Use Claude for Due Diligence (Without Trusting a Word It Says)

20 Claude agents for M&A diligence, built on one rule: cite the source or cut the claim