The Infrastructure Race
Over the past year, the conversation around AI has moved quickly. What began as a race for model performance expanded into agentic AI, robotics, autonomous systems, sovereign AI, energy, compute, and industrial deployment.
The progression is telling. AI has shown it can do more than answer questions. It can interact with workflows, systems, and operations. But as organizations move from experimentation toward deployment, a different constraint is emerging. Intelligence is no longer the bottleneck. Integration is.
This transition is not unique to AI. The internet existed long before it transformed the economy. What unlocked value was the infrastructure built around it: broadband networks, cloud platforms, protocols, cybersecurity, developer tools, and enterprise integration.
AI now appears to be entering a similar phase. The intelligence exists. What is still being built is the infrastructure required to deploy that intelligence safely, reliably, and at scale across real operating environments.
The challenge is increasingly visible across industry. Google Cloud recently reported that 83% of organizations still require infrastructure upgrades before autonomous systems can move into production.
For industrial operators, this challenge is familiar. The hurdle is rarely proving that a technology works. The challenge is integrating it into environments where reliability, security, interoperability, and continuity are non-negotiable.
Investments & Exits
Momenta Recognized by PitchBook. Three Years Running.
Momenta has been recognized by PitchBook for the third consecutive year in its Global Manager Performance Score League Tables, created to help LPs identify managers that consistently outperform their peers.
For more than fifteen years, we have remained focused on a single opportunity: helping industry operate better through technology. Read the full story →
Signals from the Portfolio
Across our portfolio, we see Industrial AI moving from capability to deployment.
AMESA takes on scale leadership Momenta Venture Partner Alistair Fulton assumed the CEO role, reinforcing Momenta's commitment to helping portfolio companies scale through their next stage of growth.
APERIO recognized for being a foundation for trusted AI ARC Advisory Group highlighted DataWise for continuously monitoring industrial data quality before it reaches AI systems.
DataHow discusses advancing digital bioprocessing A recent symposium highlighted growing adoption of data-driven approaches across bioprocess development.
Fixposition partners with Rockwell, a collaboration with Clearpath Robotics demonstrates the growing importance of integrated autonomy stacks.
Foresight AI advances predictive water infrastructure Recent industry discussions highlighted how AI is helping utilities identify risk earlier and improve infrastructure performance.
OctaiPipe deploys AI Cooling Efficiency solution A recent AI Cooling Efficiency deployment delivered measurable energy savings without requiring new hardware.
Who's Hiring
- Fleet Space: expanding across legal and field operations.
- ONEKEY: growing its cybersecurity team.
- Surveily: hiring machine learning and business development talent.
- Xage Security: expanding engineering, security, and customer success.
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Momenta is the leading Industrial Impact® venture capital firm, accelerating industrial innovators across energy, manufacturing, smart spaces, and the supply chain. Our team of deep industry operators has helped scale industry leaders and innovators to improve critical industries, the environment, and people's quality of life for over a decade. PitchBook recognized Momenta as a Top VC Fund Manager from 2023 through 2026 in its Global Manager Performance Score League Tables. For more information, please visit http://www.momenta.vc
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