
All-Terrain Autonomous Mobility
Knightscope partnered with Motivo and Phiaro Inc. to redefine the boundaries of autonomous mobility. By serving as a seamless team extension, Motivo co-engineered the K7, advancing from a blank-slate concept to a robust, integrated prototype in less than three months.
Background
Expanding operational reach into rugged, multi-terrain environments required a level of physical durability that traditional machines simply cannot provide. Knightscope wanted to transition their advanced AI and edge intelligence from a concept into a reliable and field-ready vehicle that could withstand the elements. To meet this challenge Knightscope and Motivo partnered to make this concept a reality, bypassing the multi-year timeline and massive overhead typically required to build a specialized internal hardware team from scratch.
Knightscope engaged Motivo as an integrated development arm to architect the core propulsion and chassis systems for the K7. This collaboration provided an immediate, high-performance engineering force that accelerated the transition from concept to a field-ready vehicle. By working in lockstep, Motivo and Knightscope co-developed a platform that extends autonomous operations into rugged environments, navigating terrains that were previously beyond the reach of traditional machines.
In close coordination with Knightscope and Phiaro Inc., Motivo managed the end-to-end integration of the vehicle's primary structural, propulsion, and exterior systems, synchronizing complex internal mechanics with high-fidelity body modules to deliver a complete Alpha prototype.
Development Phases
Requirements Alignment & Systems Architecture
Defined the technical roadmap to ensure the vehicle could survive significant physical loads and periodic impacts while maintaining a mass-efficient footprint.
Preliminary & Detailed Design
Engineered the primary structural architecture and high-torque propulsion systems for the platform, including a custom hybrid chassis and dual transaxle drivetrains with integrated gear reductions and electromagnetic brakes.
Collaborative Fabrication & Integration
Managed the critical design handshake with Phiaro for the manufacturing of the exterior panels, ensuring precise bonded bracket interfaces for a seamless "looks-like" and "works-like" realization.
Alpha Realization
Executed the physical build of the Propulsion & Chassis Module (PCM). This phase focused on the high-precision assembly of the structural frame, drivetrain mounting, and the final fitment of exterior body panels.
Risk Reduction & HIL Testing
Developed a specialized electromechanical test bench for rapid firmware validation and hardware-in-the-loop (HIL) integration to ensure system reliability before the first unit build.
Precision Mechatronics & All-Terrain Performance

Intelligent Platform Orchestration
Managed the integration of the Body & Structure Module (BSM) and Autonomy Control Module (ACM), governing the critical handshake between digital commands and physical movement.
Custom Firmware Controls
Developed specialized Vehicle Control Unit (VCU) firmware using a Simulink workflow to manage high-level vehicle states, motor drivers, and steer-by-wire configurations.
Power Management & Automated Refueling
Designed a custom Power Distribution Unit (PDU) and a stationary wireless charging base station, allowing the vehicle to dock and recharge without human intervention—eliminating the need for infrastructure trenching.
All-Terrain Reliability
Engineered a forced ventilative cooling system to protect sensitive electronics during continuous duty cycles across varying gradients and obstacles.
Outcome
This collaborative effort accelerated the transition from requirements alignment to a build-ready design in just 70 days. By integrating Motivo into their program, Knightscope bypassed the traditional hurdles of internal hiring and hardware training, executing their vision with a team that functioned as an extension of their own.
Beyond the engineering execution, Motivo’s strategic sourcing and Design for Manufacturing (DFM) initiatives saved a substantial amount in potential savings per vehicle. This proactive approach established a high-speed path to production, ensuring the K7 is not just a technological milestone but a commercially viable asset ready for real-world deployment.
Capabilities Used
Systems Engineering: Requirements analysis for multi-terrain environments; vehicle-level failure mode analysis; and strategic architecture design.
Mechanical Design & Engineering: Custom chassis and suspension architecture; drivetrain packaging; and electromechanical module integration.
Electrical Design & Engineering: 48V battery integration and PDU design; wireless charger station development; and automotive-grade harness design.
Software Design & Engineering: VCU firmware development using Simulink; CAN interface specification; and safety state machine logic.
Prototyping, Fabrication & Assembly: Electromechanical test bench for rapid firmware validation and hardware-in-the-loop (HIL) integration.
Testing & Validation: Component-level risk reduction; system acceptance planning; and performance benchmarking against diverse operational scenarios.