AI-native proptech startup MARC backed by a group of angel investors

2026-02-10 · Source: Tech.eu - Tech.eu · Field: Construction & Real Estate — Real Estate Technology (PropTech), Real Estate Investment & Finance, Facilities Management & Operations · Depth: Fundamental Awareness, quick

Summary

Dublin-based AI-native proptech startup MARC has secured $1 million in a pre-seed funding round from 23 angel investors, without venture capital participation. Founded by Aaron Devitt, MARC addresses the challenges of fragmented contract and expense management within large institutional real estate portfolios across Ireland, the US, and Canada. The platform utilizes AI-powered contract agents to connect to existing document repositories like email and SharePoint, automatically extracting and structuring critical contract terms. This creates a continuously updated, searchable source of truth for teams. Additionally, MARC compares contract terms with monthly invoices to identify discrepancies and potential overbilling. The funding will support further product development and expansion into the North American market, building on its 2024 launch.

Key takeaway

For institutional real estate portfolio managers struggling with scattered contract data and manual invoice reconciliation, MARC offers a solution to centralize information and automate discrepancy detection. Your teams can significantly reduce time spent on budgeting, audits, and invoice reviews, potentially preventing overbilling and improving net operating income. Consider exploring AI-native platforms to enhance operational efficiency and data accuracy.

Key insights

AI-powered contract management streamlines real estate operations by centralizing scattered data and automating discrepancy detection.

Principles

• Fragmented data impedes real estate asset management.
• Automated contract analysis reduces errors and processing time.

Method

AI-powered agents connect to document repositories, extract and structure contract terms, and compare them against invoices to identify discrepancies.

In practice

• Integrate AI for contract data extraction.
• Automate invoice-to-contract reconciliation.

Topics

• AI-powered Contract Management
• Real Estate Asset Management
• Proptech
• Angel Investment
• Invoice Reconciliation

Best for: Investor, Entrepreneur, AI Product Manager

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Editorial summary, takeaway, and curation by AIssential. Original article published by Tech.eu - Tech.eu.