aiDrive reference solutions

aiDrive™

At the core of aiMotive innovation

Our perception solution – MS²N

State-of-the-art perception serves as the foundation of all automated driving solutions. All aiDrive implementations are built on our Multi-Sensor Model-Space Neural Network (MS²N), ensuring that we deliver the safest and most robust solutions on the market.

Data-driven

Delivers data-driven perception and fusion based on multiple sensor modalities

Model-space

Provides more clarity and higher robustness in the first step of perception by working in model-space

Robustness through recurrency

Has immediate time consistency information through in-built network recurrence, increasing tracking robustness

Superior performance

Achieves superior detection performance, especially in challenging ODDs

Reusable

Is less sensor dependent, allows for maximum reuse of collected and annotated data

End-to-End Intelligence

Comes with end-to-end trained trajectory output to solve complex traffic situations seamlessly

aiDrive scales across different product tiers

aiDrive Core

The aiMotive fleet is racking up miles of real-world test driving every day in both Europe and the US, thanks to constant improvement to the features, performance, and robustness of our Highway Assist solution. Using the latest available camera and radar sensors, as well as navigational map support, aiMotive can create state-of-the-art Navigate on Autopilot solutions with Automatic Lane Change and Highway Interchange Management. As the solution does not rely on HD maps, scaling to full national highway networks and additional eligible secondary roads allows capturing best-in-class user value.

Key Features:

• Hands-free L2+ on highways and secondary roads

• Fully automated lane changes

• Automated parking

• + All features available in 'Base' (see below)

USP:

• Navigate on Autopilot: due to Fully Automated Lane Change capabilities, no driver action is needed in a highway network

• Secondary roads and main urban avenues are supported in L2+, including protected turns

• No need for an HD map

aiDrive Base

aiDrive Base uses the same powerful AI stack as our Core solution, hence offering a premium ADAS feature capability. Sensor coverage is reduced to the forward range as a natural scale-down of the full stack, but all forward-facing features retain full capability, allowing for low-cost, high-user-benefit entry features, including adhering to traffic lights, handling roundabouts, and stopping for yield and stop signs.

Key Features:

• GSR compliance: ISA, AEB, ELKS

• NCAP 2024:

• 5-star AEB/FCW & LSS

• NCAP 2026 and FMVSS127 compliancy in 2026

• High-end predictive stop & go ACC and LCC

• HBA

USP:

• Premium segment ACC for entry-level cars: supports full stop & go with auto-resume and adheres to speed limit changes and traffic lights. Handles roundabouts, stops for the Yield and Stop signs.

• Works with OSM or commercial ADAS maps for global reach and scalability.

aiDrive Premium

aiDrive Premium extends the Core capability with a fully redundant surround-sensing suite and related compute HW. This allows for the realization of the most complex AD features, from hands-off, eyes-off L3 on highway networks to full urban hands-free L2++ coverage.

Key Features:

• Full L2++ Urban NOA capability

• L3 AD on Highways

• + All features available in 'Core'

USP:

• Builds on Core to scale the feature set organically and create full redundancy.

• No need for an HD map.