TurbineOne logo

TurbineOne

Challenger

TurbineOne raised $36M Series B in May 2025 and won a $98.9M U.S. Army contract in September 2025; its Frontline Perception System (FPS) is a no-code, edge-deployable ML platform for custom threat recognition without cloud infrastructure.

Best for: Edge AI for Tactical Situational Awareness
Government, Defense & NonprofitEdge AI for Tactical Situational AwarenessWebsiteUpdated May 2026

Company Overview

About TurbineOne

TurbineOne is a defense technology company founded in 2021 and headquartered in San Francisco, purpose-built for national security from its inception. Its flagship product, the Frontline Perception System (FPS), is a no-code, edge-deployable machine learning platform that enables warfighters, first responders, and intelligence analysts to build, retrain, and deploy custom threat-recognition models directly on sensor hardware — without coding expertise, cloud connectivity, or internet access. FPS ingests data from multiple sensor feeds including air, land, sea, and space-based imagery and signals to detect battlefield threats such as drones, enemy positions, and other targets.

Business Model & Competitive Advantage

TurbineOne raised a $36M Series B in May 2025, led by The General Partnership with participation from Bessemer Venture Partners, XYZ Ventures, Stepstone Group, PROOF VC, and Artisanal Ventures, valuing the company at $300M. In September 2025, the U.S. Army awarded TurbineOne a five-year Indefinite Delivery/Indefinite Quantity (IDIQ) contract with a $98.9M ceiling to deliver and demonstrate FPS as part of the Army''s Intelligence Enterprise modernization — delivering AI/ML-driven automated target recognition, counter-UAS, and collaborative autonomy capabilities.

Competitive Landscape 2025–2026

TurbineOne competes in the defense AI market alongside Palantir, Anduril, and Shield AI, but occupies a specific niche around edge-deployable, custom ML model training for frontline operators. Its no-code approach is critical in operational environments where data scientists are not available and models must be adapted rapidly to local threat conditions. As the U.S. military accelerates AI integration at the tactical edge, TurbineOne''s ability to put ML model training capability in the hands of warfighters addresses a capability gap that cloud-dependent systems cannot fill.

Founded
2021
Headquarters
San Francisco
Curated content • Fact-checked and verified

Key Differentiators

Strong Challenger

TurbineOne is an established challenger with significant market presence and competitive offerings in Government, Defense & Nonprofit.

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