Recent conflicts in Iran and Ukraine show that modern warfare does not wait for ideal communications, clear GPS signals, or manual replanning from a ground station. Modern strike systems must operate through jamming, degraded links, and changing target conditions while coordinating with ISR and relay assets in real time. To begin addressing this challenge, Shield AI and Destinus partnered to bring Hivemind mission autonomy software onto the Destinus Hornet platform, paving the way for integration on the Destinus Ruta deep-strike cruise missile.

Shield AI’s Hivemind autonomy software has been integrated on over 30 platforms to date, from Group 1 drones to Group 5 collaborative combat aircraft. Hivemind is piloting one-way attack drones in Ukraine today—without GPS and communications.

This case study outlines how Shield AI: 

• Integrated Hivemind mission autonomy onto the Destinus Hornet, a testbed platform for a large, deep-strike cruise missile 

• Extended Hivemind from single-aircraft control to autonomous teaming with V-BAT for ISR and airborne relay  

• Demonstrated that Hivemind can be integrated onto existing weapon systems in just weeks, bringing critical capabilities to the field at the pace warfighters need

Hivemind on Hornet: Integrating mission autonomy in under two months

During the first phase in Spain, Shield AI and Destinus integrated Hivemind with the Hornet flight control and mission systems, using Hornet as a surrogate for future interceptor and strike platforms. The teams completed the integration in under two months, leveraging Hivemind’s modular architecture and Destinus’ common platform design to avoid airframe redesign and major avionics changes. Hivemind piloted the Hornet and executed a series of progressively complex test points aligned to the Destinus interceptor and deep‑strike roadmap, confirming the technical approach for later migration of Hivemind onto Destinus Ruta, a low‑cost turbojet deep‑strike cruise missile designed for GPS/GNSS‑denied and contested environments.

The initial sorties validated that Hivemind could safely pilot Hornet through basic flight circuits, followed by more demanding mission functions including keep‑in and keep‑out geofenced zones and autonomous management of altitude and airspeed.

From one to many: Teaming Hornets and V-BATs in a single mission

The second phase culminated in a weeklong live–fly event where Hivemind extended autonomy from a single platform to a small team of aircraft. In this phase, the team integrated new radios and datalinks between Hornet and V-BAT to enable collaborative flights, in-flight target updates, and over-the-air mission updates.

In this configuration, V-BAT served as both an ISR asset and an airborne communications relay. Hivemind coordinated timing and formation so multiple Hornets could execute a synchronized engagement profile from multiple axes against operator-defined targets.

The Hivemind-enabled Hornet ingested in-flight target updates from V-BAT and replanned a low-altitude, terrain-following route to a new target location in real time, accounting for pop-up threats without manual waypoint edits. The decision to engage the target remained with the operator.

Closing the loop in real time: Reconnaissance to Strike

The third phase was conducted in Spain to exercise the full mission thread, validating a new autonomy-assisted mission planning system and expanding the terrain-following capability demonstrated in earlier testing. The mission concept closely followed the Destinus Ruta mission set, using Hornet as the integration testbed to de-risk the transition of Hivemind onto Ruta in a later stage.

This campaign ran the full sequence: autonomy-assisted mission planning at the ground control station, radio and datalink testing, autonomous terrain following, in-flight mission and target updates, and a commanded terminal dive onto an operator-designated target.

The exercise validated Hornet as a flight testbed for strike-relevant mission autonomy in contested airspace. Because of the consistent flight architecture across Destinus platforms, the exercise proved Hivemind can integrate onto Ruta, enabling future coordinated strike operations alongside V-BAT and across multiple Ruta systems. Throughout this test campaign, Shield AI and Destinus showed how mission autonomy can help close the reconnaissance-to-strike loop between heterogenous systems, where rapid adaptation, resilient coordination, and in-flight re–tasking are critical drivers of mission success.

Why It matters: Turning existing strike assets into autonomous teams at the edge

The three phases together demonstrate a fast and repeatable approach for strike and interceptor programs to adapt to modern warfare. First, Hivemind integrates onto existing platforms without the need to redesign the airframe. Second, Hivemind extends to heterogeneous teams of strike, interceptor, and ISR assets, allowing them to communicate together. Third, Hivemind enables end-to-end, full mission concept execution in contested environments.

Hivemind is designed to be governable with human oversight, and operators retained human–on–the–loop command authority throughout the entire flight campaign. Shield AI and Destinus now plan to integrate Hivemind onto the Destinus Ruta deep-strike cruise missile, extending the autonomy capabilities demonstrated on Hornet to an operational effector.

Weapon systems equipped with Hivemind mission autonomy increase the probability of strike, streamline mission planning, and reduce operator workload. Through its work with Destinus and defense partners in Ukraine, Shield AI is proving how autonomy software can be integrated onto current platforms to enable autonomous strike teams at the edge.

“The operational value is not autonomy for its own sake. This campaign showed the path from initial integration on Hornet to future operational capability on Ruta. It demonstrated an end-to-end mission concept, from sensing and mission updates to coordinated execution, with the operator in command throughout. That is what allied forces need: autonomy that scales and stays accountable.”

– Wouter van Beek, Destinus Chief Commercial Officer

This case study is part of a series highlighting the unique challenges and accomplishments of integrating Hivemind onto different unmanned systems. Each installment delves into the technical innovations, collaborative efforts, and mission successes that define our work and our teams.