Octave CoLabs: Forging Industrial AI in the Trenches, Not the Cloud

HUNTSVILLE, AL – July 15, 2026 – In a decisive move to bridge the gap between artificial intelligence theory and industrial reality, software giant Octave Intelligence plc has launched Octave CoLabs. The new customer innovation program aims to deploy agentic AI directly into the core operations of heavy industry by embedding its own experts alongside clients. This hands-on initiative, which already counts engineering titans Bechtel and Fluor among its initial participants, signals a strategic shift from selling software to co-creating tangible, production-ready solutions.

Fresh off its spin-off from Hexagon AB in May and its debut on the Nasdaq, Octave (Nasdaq: OCTV) is betting that the future of industrial digital transformation lies not in off-the-shelf algorithms, but in deep, collaborative partnerships. The CoLabs program is designed to tackle a persistent problem in the sector: while industrial organizations possess decades of invaluable, siloed data—from engineering schematics to real-time operational alerts—most struggle to translate this data into scalable AI applications that deliver clear economic returns.

Beyond the Hype: A Practical Path for Industrial AI

The landscape of industrial technology is littered with the remnants of ambitious AI projects that failed to deliver on their promises. Industry analysts frequently cite a staggering statistic: nearly 75% of Internet of Things (IoT) and digital transformation projects fall short of their goals, often due to poor integration, a lack of domain expertise, or a fundamental mismatch between the technology and the operational reality. Octave's CoLabs is engineered to directly confront these failure points.

"Industrial organizations need help cutting through the AI hype to find solutions that drive real business value," said Jay Allardyce, Chief Product Officer at Octave, in the official announcement. "CoLabs puts Octave's domain experience directly into the trenches alongside our customers. Together, we build context-aware AI applications that deliver production-ready applications with a clear path to scale."

The program's structure is a departure from typical software deployments. Each engagement is a tightly focused 11-week sprint where a hybrid team—composed of Octave's product leaders and technical experts alongside the customer's own employees—moves from a specific business problem to a functioning, validated solution. The key is the use of the customer’s own messy, real-world data and existing operational workflows as the foundation, ensuring that any resulting AI model is grounded in reality and not just a sterile lab experiment.

This approach aims to demystify AI and demonstrate its value quickly. By focusing on use cases with demonstrable economic benefits, Octave intends to provide its clients with the business case needed to justify scaling these solutions across their enterprise, turning a localized success into a systemic operational upgrade.

Redefining the Vendor-Customer Playbook

The CoLabs initiative represents a significant evolution in the vendor-customer relationship, moving from a transactional model to one of shared risk and reward. Instead of delivering a software package and a user manual, Octave is embedding its human capital directly into its clients' most complex challenges. This co-creation model is part of a broader trend in enterprise technology, but Octave’s application in high-stakes industrial environments is particularly noteworthy.

By working side-by-side, the teams can iterate rapidly, test ideas against actual conditions, and ensure the final solution is not only technically sound but also culturally and operationally viable. This methodology fosters a sense of shared ownership that is often absent in traditional procurement cycles. The knowledge transfer is a two-way street: Octave gains deeper, more nuanced domain expertise, while the customer builds internal capacity and a clearer understanding of how to leverage advanced AI.

To spearhead this new venture, Octave has made a strategic hire, appointing Dan Brennan as Vice President of Customer Innovation. Brennan's track record is telling; he previously served as a senior vice president at BakerHughesC3.ai, where he was instrumental in architecting one of the energy sector's largest AI partnerships. His appointment signals a clear intent to replicate that success by building a robust framework for high-impact collaboration.

The Vision for 'Digital Labor'

At the heart of the CoLabs program is the concept of deploying "agentic AI," a term Brennan uses to describe a new class of intelligent systems. This goes beyond the predictive analytics or generative AI currently in vogue. Agentic AI refers to systems capable of reasoning, planning, and taking autonomous action to achieve complex goals—what Brennan calls "digital labor that reasons across complex industrial systems."

In the mission-critical sectors Octave serves—from power plants and chemical facilities to global infrastructure projects—the cost of error is immense. The vision for agentic AI is not just to predict when a piece of equipment might fail, but to analyze a complex web of variables and recommend, or even execute, a series of preventative actions.

“The companies that define the next generation of heavy industry will use AI to help decide what should happen and why, before the cost of being wrong becomes irreversible,” Brennan stated. This forward-looking perspective positions AI as a proactive tool for risk mitigation and operational excellence, rather than a reactive diagnostic tool. It's about empowering organizations with the foresight to prevent incidents, optimize entire systems, and ensure the safety and reliability that are non-negotiable in their fields.

Navigating a Competitive Landscape

Octave's launch of CoLabs does not occur in a vacuum. The industrial software market is a fiercely competitive arena, with established giants like Siemens, GE Digital, and Rockwell Automation, alongside specialized AI powerhouses like C3.ai, all vying to become the central nervous system for modern industry. Octave, however, is well-positioned to compete.

Recent reports from firms like IDC have recognized the company as a "Major Player" in Enterprise Asset Management (EAM), praising its deep industry expertise and robust partner network. Its software is already deeply embedded in the workflows of more than 60% of the Global Fortune 500. The CoLabs initiative leverages this incumbent strength, offering a differentiated, service-led approach that its competitors may find difficult to replicate at scale.

By focusing on a bespoke, high-touch engagement model, Octave is betting that industrial leaders are looking for more than just powerful software; they are looking for a trusted partner to navigate the complexities of digital transformation. If successful, Octave CoLabs could not only accelerate AI adoption for clients like Bechtel and Fluor but also establish a new standard for how technology vendors and industrial titans collaborate to build the future of commerce.