We use cookies to provide you with  the best website experience

Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
Insights
22
/
07
/
25

Magentic Is Bringing AI Agents to Industrial Procurement

We’ve joined Sequoia and Westly Group in backing Magentic, which is building enterprise-grade AI agents that autonomously recover millions in lost procurement value. Founded by a supply chain veteran and an ex-OpenAI engineer, Magentic blends industry insight with AI excellence.

share:
  • Magentic is revolutionizing industrial procurement and supply chain with enterprise-grade AI agents that autonomously enforce contracts, recover millions in lost value, and transform supply chains from cost centers into strategic drivers.
  • Procurement’s global problem is finally being addressed by agents like Sam, who act like tireless digital coworkers: analyzing, enforcing, negotiating, and coordinating across legacy systems with minimal integration.
  • Backed by $5.5M from Sequoia, Westly Group, and First Momentum, Magentic’s founders from McKinsey and OpenAI are uniquely positioned to rewire procurement at scale.

Every year, billion-dollar industrial companies hemorrhage tens of millions of euros through broken procurement processes. Contracts go unenforced. Supplier negotiations remain untapped. Performance metrics scatter across systems like digital debris. The culprit? Procurement teams are drowning in data chaos, managing thousands of suppliers with legacy tools that can't keep pace.

This isn't just inefficiency, it's a $5 trillion global crisis hiding in plain sight.

We're excited to announce our investment in Magentic, a startup that's finally cracking this code, alongside lead investor Sequoia and Westly Group. They're building enterprise-grade AI agents that don't just analyze procurement data; they act on it autonomously, recovering millions of dollars in lost value while procurement teams are asleep.

Procurement in industrial enterprises is a complex nightmare; thousands of suppliers, contracts buried in PDFs, performance data scattered across legacy systems, and email chains. Procurement teams are often chronically understaffed and overwhelmed by the sheer volume of data. The result? Even multi-billion-dollar companies routinely waste tens of millions of euros annually through missed contract enforcement, untapped negotiation opportunities, and overlooked supplier consolidation.

Magentic is ending this waste.

Their autonomous agents, called "Mages," operate like digital coworkers with superhuman capabilities. Their flagship agent, Sam, doesn't just detect contract breaches; it autonomously compares delivery data against contractual terms, flags violations, gathers evidence, and initiates enforcement actions, all the way through to the end. This enables procurement teams to recover millions in lost value at unprecedented speed and scale.

New agents are launched continuously, with the ambitious goal of covering the full spectrum of enterprise procurement workflows, including contract enforcement, supplier negotiations, consolidation, and ordering. These agents don't work in isolation; they collaborate with human employees, unlocking automation levels rarely seen in enterprise software. The result: millions in savings and procurement transformed from a cost center to a strategic margin driver.

The Perfect Team

An exceptional team with the perfect mix of domain knowledge and technical depth started Magentic. Robin Van Aeken brings hard-earned procurement intelligence from the trenches of McKinsey's supply chain and procurement practice. He has lived through the pain points of industrial enterprises daily, understanding not just what's broken, but exactly how to fix it at scale. Odhran O'Donoghue is an expert AI engineer, having worked at the forefront of agentic systems with OpenAI and throughout his PhD at the University of Oxford. He possesses the rare technical depth needed to architect enterprise-grade AI agents that operate effectively in the real world's complex and messy data environment.

This combination is lightning in a bottle: world-class domain knowledge paired with cutting-edge AI engineering. From our first meeting, we've been struck by their exceptional clarity of vision, deep technical insight, and surgical understanding of customer pain points. Building and deploying AI agents in large enterprises demands more than great technology; it requires pioneering agent-native go-to-market strategies, the ability to establish institutional trust from day one, and the ability to listen actively to your customers. We couldn't be more confident that this is the perfect team to execute their ambitious vision.

Why Now, Why Magentic?

This is not your typical procurement SaaS tool. It's an entirely new paradigm of creating value with AI:

  • Agents, not dashboards. Magentic doesn't burden already overloaded teams with yet another software tool. These agents do the actual work themselves, triaging data, initiating enforcement, and even emailing human colleagues when needed.
  • Minimal integration, real ROI. Their agents are designed to deliver value with partial data (e.g. just contracts + invoices) and show results within days. Proof-of-concept cycles typically show millions in recoverable losses, showing that procurement can be a strategic department that can significantly increase profit margins.
  • Built for complexity, designed for control. The system can reconcile millions of disparate data sets across ERPs, PDFs, and emails, handling missing or duplicate records with ease. Think structured reasoning with a user-friendly validation layer where human employees confirm high-stakes decisions to build trust and avoid mistakes.

Enterprise-Grade Tech Stack

Magentic's product strategy makes its agents enterprise-ready from day one:

  • Interactions with systems of record remain deterministic and controlled at all times, ensuring that all operations strictly adhere to existing security policies.
  • Human-in-the-loop validation. Every action is reviewable by employees, building trust and ensuring transparency, with no black-box decisions.
  • In-context learning without fine-tuning. Agents continuously improve through user feedback without storing sensitive data.

This creates a flywheel: faster deployment → visible savings → stickiness → expansion across more procurement workflows → increased cost savings for enterprise customers.

The Massive Market Opportunity

Global procurement spend runs in the trillions, and fraud or inefficiency eats up an estimated $5 trillion annually. Yet the software stack remains frozen in time. While procurement planning and spend analysis tools exist, the reactive side, enforcement, resolution, recovery, is under-served and under-automated. That's Magentic's massive wedge.

Our Conviction

At First Momentum, we invest at the intersection of deep tech infrastructure and industrial applications, and Magentic fits that thesis perfectly. It's an AI-native product that delivers directly measurable ROI by transforming the procurement function in industrial enterprises.

AI agents have the potential to transform the core of how enterprises operate. Unlike countless SaaS tools that failed to change rigid workflows, Magentic's agents adapt to existing processes and do the work themselves, delivering high-quality output, not just another dashboard. This leads to immediate cost savings and significant efficiency gains.

We're still at the very beginning of the AI agent era, but Magentic presents a clear and compelling vision: eliminate repetitive work, enable humans to focus on high-value tasks, and bring structure to the chaotic world of enterprise procurement. Of all the AI agent startups we've reviewed so far, Magentic stood out by orders of magnitude, with a sharp vision, measurable impact from day one, and a clear path to deploying agents securely at enterprise-scale.

With perfect timing, a world-class founding team, agent-first product design, and impressive early traction, Magentic is one of the most compelling enterprise AI investments we've seen.

We're convinced Magentic can become the go-to agent platform for enterprise procurement, shifting billions in value from chaos to control.

About the Author:

Related Articles

Read
22
/
07
/
25
Magentic Is Bringing AI Agents to Industrial Procurement
We’ve joined Sequoia and Westly Group in backing Magentic, which is building enterprise-grade AI agents that autonomously recover millions in lost procurement value. Founded by a supply chain veteran and an ex-OpenAI engineer, Magentic blends industry insight with AI excellence.
Insights
Watch
11
/
07
/
25
Why I Left Europe's Top Rocket Lab to Start My Own Startup
In this episode, Lukas shares his journey from a mechanical engineering student rejected from aerospace programs to spending 14 years at DLR before selling his motorbike to raise startup capital.
Portfolio
Read
07
/
07
/
25
SEBASTIAN BÖHMER
Status quo Investitionsstandort Deutschland – Chancen und Investmenttrends
Sentiment von First Momentum, D11Z. Ventures, seed + speed, und NRW.Bank.
News