Army's New AI Playbook: How Soldier Feedback Fuels Frontline Tech Deals

FORT BRAGG, NC – April 16, 2026 – The U.S. Army has awarded a significant contract to technology firm TurbineOne, accelerating the deployment of its advanced Frontline Perception System (FPS) to warfighters. While the deal represents a major win for the company, its real significance lies in how it was awarded: through a new, Soldier-centered innovation pipeline designed to slash acquisition timelines and deliver battlefield technology at the speed of relevance.

The contract was fast-tracked via the Lt. Gen. James M. Gavin Joint Innovation Outpost (JIOP), a recently established hub at Fort Bragg dedicated to closing the gap between operational needs and technological solutions. This award is a landmark success for the Army's evolving strategy, which increasingly prioritizes direct user feedback and rapid, iterative development over traditional, multi-year procurement cycles.

TurbineOne's system, an AI-powered platform that gives troops the ability to perform automated object recognition from various sensor feeds, was rigorously tested and refined by the very Soldiers who will depend on it. This collaboration marks a pivotal moment, validating an acquisition model that could reshape the future of defense technology procurement.

A New Playbook for Innovation

The TurbineOne contract is one of the first major successes to emerge from the Joint Innovation Outpost, which officially opened its doors in January 2026. Named for Lt. Gen. James Gavin, the visionary World War II commander of the 82nd Airborne Division who later championed concepts like air assault, the JIOP embodies a spirit of forward-thinking disruption.

Its mission is to dismantle the bureaucratic hurdles that have historically slowed the adoption of cutting-edge technology. The JIOP serves as a collaborative space where military personnel, industry partners, and academic researchers converge to tackle pressing battlefield challenges. This approach is a core component of the Army's broader Pathway for Innovation and Technology (PIT), a philosophy aimed at injecting agility and creativity into the procurement process.

By embedding acquisition offices directly within operational units and creating streamlined contracting mechanisms, the JIOP and its associated initiatives are designed to attract non-traditional defense companies like TurbineOne. The goal is to move from identifying a problem to deploying a solution in months, not years. This rapid feedback loop ensures that technology is not only advanced but also practical, durable, and seamlessly integrated into a Soldier’s existing workflow.

“This award demonstrates what’s possible when Soldiers are directly empowered to shape the technology they rely on,” said Ian Kalin, CEO of TurbineOne, in a statement. The process, he noted, validated that the system solves a critical operational bottleneck.

Forged in the Field: The Scarlet Dragon Crucible

Before the contract was signed, TurbineOne’s Frontline Perception System was put through its paces during the XVIII Airborne Corps’ Scarlet Dragon experimentation series in 2025. This triannual event is the proving ground for the Army’s innovation ecosystem, providing a realistic, high-stakes environment to test emerging technologies.

During Scarlet Dragon exercises, Soldiers didn't just use the FPS; they actively shaped its development. They provided hands-on feedback that refined software requirements, validated the system's effectiveness in simulated combat scenarios, and ensured it could withstand the rigors of a real-world mission. Reports from the exercises described the feedback from warfighters as “effusive,” highlighting the system's ease of use and its immediate impact on their ability to process information and identify threats.

This Soldier-centered design process is crucial. For decades, the Pentagon has been criticized for fielding technology that is overly complex, difficult to maintain, or poorly suited for the chaotic conditions of the battlefield. The Scarlet Dragon series, in conjunction with the JIOP, aims to reverse that trend by making the Soldier the ultimate arbiter of a technology's value. The successful validation of FPS during these exercises was a non-negotiable prerequisite for the contract award, demonstrating that the system was not just a good idea in a lab but a battle-ready tool.

Edge AI: Bringing Supercomputing to the Battlefield

At the heart of the TurbineOne contract is the transformative power of edge AI. The Frontline Perception System is an edge-first platform, meaning its powerful machine learning algorithms run directly on devices in the field, independent of the cloud or a stable network connection.

This capability is a game-changer for modern military operations. As sensors on drones, vehicles, and individual soldiers generate an ever-increasing flood of data—video, imagery, electromagnetic signals—operators face debilitating “cognitive overload.” FPS automates the analysis of this data, using AI to detect and track potential threats in near real-time across multiple feeds. A Soldier can point a sensor at a landscape, and the system can automatically flag objects of interest—a specific vehicle type, a hidden combatant, or unusual activity—without human intervention.

Crucially, FPS allows operators without a background in coding to build, tune, and deploy their own machine learning models at the tactical edge. In a contested environment where communications are jammed and access to rear-echelon support is cut off, a unit can adapt its AI models on the fly to detect a new or unexpected threat. This stands in stark contrast to traditional AI systems that require data to be sent back to a central server for processing and model updates, a process that is slow, vulnerable, and often impossible on a dynamic battlefield.

This move to the edge aligns directly with the Department of Defense's 2023 Data, Analytics, and AI Adoption Strategy, which prioritizes the delivery of decision-making advantages to warfighters. By processing information at the point of collection, edge AI systems like FPS reduce latency, increase resilience, and dramatically accelerate the kill chain.

The Startup Playbook for Pentagon Contracts

TurbineOne's success also offers a compelling blueprint for how agile tech startups can navigate the notoriously difficult defense market. Co-founded by CEO Ian Kalin, a Navy veteran and former Chief Data Officer for the Department of Commerce, and CTO Matt Amacker, who has a background at tech giants like Google and Amazon, the company blends deep public sector understanding with private sector speed.

Backed by prominent investors including Bessemer Venture Partners, Artisanal Ventures, and StepStone Group, TurbineOne secured a $36 million Series B funding round in May 2025, signaling strong market confidence in its technology and strategy. Instead of attempting to force a commercial product into a military application, the company built its technology with the frontline operator in mind from day one, even establishing an ethics policy before writing its first line of code.

By actively participating in new Army initiatives like Scarlet Dragon, TurbineOne was able to showcase its value directly to its end-users and decision-makers, bypassing many of the traditional barriers to entry. This strategic alignment with the Army's push for rapid innovation allowed the company to demonstrate its capability and secure a contract far more quickly than would have been possible through conventional channels. The award is a testament to a new reality in defense: the Pentagon is increasingly willing to bet on smaller, more innovative companies that can deliver tangible results, and it is building the infrastructure to help them succeed.