CALLOUT
Closing the Human–Machine Gap: CALLOUT Turns Unmanned Systems into Trusted Teammates
Anyone who has run a patrol or sat in a TOC knows the pattern. The drones get launched, the feeds light up, and instead of making the squad faster, the machines start pulling attention away from the mission. Operators end up staring at tablets, nudging cameras, or juggling controllers while the rest of the team waits. Every set of hands tied up managing a robot is one less pair of eyes scanning for threats.
The truth isn’t that soldiers lack skill or discipline. The problem is that unmanned systems don’t share a common language with their operators or with each other. They act like individual tools that constantly need steering, rather than teammates who can take an order, coordinate among themselves, and keep pace with the fight. That’s the gap CALLOUT is built to close.
FPGA
TACTICAL EDGE AI
AI - ML
/ THE PROBLEM /
Crew-Served Autonomy Costs Time
Over time, unmanned systems have been absorbed into formations the way heavy weapons once were, as crew-served assets. Units peel soldiers off primary tasks just to staff UAV cells, and leaders are forced into micromanaging altitudes, camera angles, and handoffs. The cost is measured in decision tempo: while operators fight with controls, fleeting windows for maneuver or fires slip away.
The deeper issue isn’t that autonomy is lacking or that bandwidth is too thin. The real problem is that machines don’t share a common frame of intent. Each platform sees and acts in isolation, leaving humans to stitch context together under pressure. Until unmanned systems can understand orders the way people give them, and coordinate with each other without constant babysitting, they will remain more of a burden than a multiplier.
/ OUR SOLUTIONS /
From Spoken Order to Synchronized Action
CALLOUT closes the gap between human intent and machine execution. Instead of treating drones, ground robots, and sensors as isolated tools, it makes them operate as a team. You give one order, and the systems divide the work, deconflict their roles, and carry it out together.
This means reconnaissance isn’t five overlapping video feeds, it’s a coherent view of the battlespace. Security isn’t a slow sequence of retasking sensors, it’s assets shifting coverage in seconds when you say, “Eyes left, 200 meters.” And when the network falters, coordination doesn’t collapse. Each platform continues on its last assigned role until links recover, keeping coverage intact without constant operator intervention.
The result is simple but decisive: unmanned systems stop consuming manpower and attention, and start returning combat power back to the squad where it belongs.
/ TECHNICAL DEEPDIVE /
Turning Isolated Systems into a Coherent Force.
Mission-Semantic Understanding
Machines don’t need open-ended conversation; they need to understand the way soldiers give orders. CALLOUT is tuned for that reality. It interprets short, tactical commands, “scan ridge,” “hold overwatch,” “eyes left” and translates them into valid, executable instructions. Before passing the order, it checks against platform state to prevent impossible or unsafe maneuvers. Where prep steps are required, it runs them automatically so execution happens without delay.
Cross-Domain Orchestration Without API Lock-In
Every OEM ships platforms with their own APIs and control stacks. In practice, that means field units get stuck trying to integrate the un-integratable. CALLOUT abstracts those differences into a common command layer. UAVs, UGVs, and fixed sensors can all be tasked together. Roles are distributed dynamically to avoid overlap and close coverage gaps. And when new platforms arrive, they can be onboarded without rewriting their autonomy. This keeps fleets heterogeneous without making them unmanageable.
Equally important, this abstraction reduces operational risk. When commanders introduce new assets mid-mission, whether an allied partner brings additional drones or a contractor system is attached, CALLOUT prevents the “unknown interface” problem that usually forces manual control. Instead, the system aligns that new asset with the ongoing mission context, assigning it a role without requiring an operator to learn another control interface on the fly. That flexibility is what makes mixed formations viable under combat timelines.
Bandwidth-Efficient Coordination for Contested Spectrum
Operators know bandwidth is the first casualty in a contested environment. CALLOUT is built for that. Instead of streaming raw video or constant telemetry, it compresses intent into small, structured updates. Communications happen when they are needed, not in endless chatter. If a link drops, platforms don’t freeze; they continue to execute based on the last shared intent until the network comes back. This approach reduces dependence on high-bandwidth links and allows unmanned teams to keep working under the same conditions humans do imperfect, noisy, and contested spectrum.
Edge-Ready Compute, No Rear-Echelon Dependency
CALLOUT runs at the edge, on the processors units already carry. It works on common x86 and ARM hardware, with options for acceleration on edge GPUs or FPGA radios. It’s sized for handhelds, vehicle kits, or forward-deployed servers. Cold starts, intermittent power, relocation, these are not afterthoughts, they are design assumptions. The system doesn’t need cloud or rear support to function; it lives where the fight is.
By operating fully at the edge, CALLOUT removes one of the most fragile links in current C2 architectures: dependency on reachback connectivity. Units no longer face a “graceful degradation” that quickly collapses into blackout when networks stretch or are jammed. Instead, CALLOUT maintains core functionality locally, ensuring that unmanned systems remain effective even when higher headquarters or long-haul networks are unavailable.
Edge deployment also brings security benefits. Sensitive mission data doesn’t need to traverse long-haul connections where it may be intercepted or delayed. CALLOUT processes and coordinates locally, minimizing external exposure and reducing attack surface. The result is not just resilience against technical failure, but resilience against adversary exploitation.
Integration at Operational Speed
Defense doesn’t have the luxury of five-year integration cycles anymore. CALLOUT was engineered to plug into existing autonomy frameworks and tactical C2 protocols quickly. APIs are modular, and the goal is weeks to field, not years. That makes it viable for rapid experimentation, exercises, and real deployments without vendor lock-in or re-architecture.
Operator Outcomes That Matter
All of this translates into outcomes operators will notice. Leaders spend less time buried in retasking loops and more time leading. Coverage adapts itself, assets deconflict, hand off, and redistribute without waiting on joystick inputs. And perhaps most importantly, squads no longer have to peel soldiers away just to manage UAVs. CALLOUT restores combat power to maneuver, fires, and security.
The practical effect is that CALLOUT shifts the balance of attention. Instead of operators serving as sensor jockeys, they return to their primary function: decision-makers and fighters. This has a compounding effect on unit effectiveness, because fewer cognitive cycles are wasted managing machines, and more are applied to reading the fight, anticipating threats, and executing at tempo.
Another outcome is trust. When assets coordinate reliably, leaders stop second-guessing whether coverage exists, whether a handoff worked, or whether a flank is blind. They can assume the basics are being handled, and focus on higher-order choices. That trust accelerates tempo not because humans are working harder, but because the machines are finally carrying their share of the fight.