Exclusive: Cloneable Raises $4.6M To ‘Clone’ Expert Worker Knowledge With Agentic AI For Utilities And Infrastructure

Why It Matters

The technology tackles the looming knowledge crisis as veteran workers retire, giving utilities a scalable way to preserve expertise and accelerate infrastructure projects—a critical need as global energy demand is set to double by 2050.

Key Takeaways

• Cloneable raised $4.6 M seed, total $5.35 M since 2023.
• AI agents cut utility pole design from 8 hrs to under 2 min.
• Platform claims 100x ARR growth and handles 2‑3 M poles annually.
• Customers include AEP, SCE, Burns & McDonnell, Perdue, expanding sectors.
• Labor savings projected $115k‑$312k per engineering firm per year.

Pulse Analysis

The utility and infrastructure sectors face a growing "knowledge crisis" as experienced engineers retire faster than new talent can be trained. Cloneable’s approach—using AI to shadow experts and translate their tacit knowledge into autonomous agents—offers a way to capture that expertise without extensive re‑coding or data‑cleaning. By embedding industry‑specific workflows directly into small, purpose‑built models, the startup sidesteps the generic, high‑cost solutions offered by large foundation‑model providers, delivering a cost‑effective, high‑fidelity automation layer for legacy operations.

Performance metrics illustrate the potential impact. A task that once required eight hours of an engineer’s time—such as structural calculations for 25 utility poles—can now be completed in under two minutes. At scale, Cloneable agents claim the ability to process 2 million to 3 million poles annually, compared with the 4,500‑5,500 poles a human can handle each year. For a mid‑size firm, this translates into $115,000‑$312,000 of annual labor savings, freeing engineers to focus on higher‑value activities like network planning and customer service, and potentially accelerating fiber‑to‑the‑home deployments.

The $4.6 million seed round, led by Congruent Ventures and backed by investors with deep utility ties, validates market confidence in this niche AI application. With a reported 100‑fold ARR increase and a roster that includes American Electric Power, Southern California Edison, and even agribusiness Perdue, Cloneable is positioned to expand into other infrastructure‑intensive domains such as rail, mining and construction. As utilities grapple with the dual pressures of rising demand and a shrinking skilled workforce, solutions that combine real‑time data capture with agentic automation could become a cornerstone of digital transformation strategies, making Cloneable a compelling watch for investors and industry leaders alike.