CapabilitiesArchitectureNEXUSBrownfieldSafetyASH DockTalk to the team

Infrastructure for autonomous heavy logistics, starting with ports.

ASH combines autonomous heavy vehicles, battery swapping, fleet intelligence and upgradeable electronics into one infrastructure layer. ASH P1 is the first vehicle being developed on this architecture.

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ASH P1 · Concept preview · Simulation

Interactive design concept. Geometry, motion and timing illustrate the architecture; performance and safety remain to be validated.

ASH P1Design targets · unvalidated
Up to 50 tPayload
20 km/h maxSpeed
6 × 77 kWhPacks · nominal
< 3 minSwap · unmeasured

Our mission

Ports are electrifying, but heavy fleets can't keep up. ASH treats vehicles, energy and intelligence as one infrastructure problem, and builds hardware that is serviced and upgraded rather than replaced.

How the architecture fits together

Capabilities

One architecture, connected capabilities.

P1 is the first vehicle, not the entire system.

01

ASH P1 · Mobility

The first vehicle in the ASH architecture, designed for autonomous heavy movement across quays, yards and loading zones.

Layer
Mobility
Stage
In development
Target
20 km/h max

02

Heavy cargo movement

A heavy-duty platform concept for container and industrial cargo. Load restraint, axle loads and braking need physical validation before any rated capacity.

Layer
Mobility
Stage
Design targets
Target
Up to 50 t payload

03

ASH Dock · Energy

Robotic swapping of six independent packs, three per side, with battery screening, charging, storage and healthy-pack allocation.

Layer
Energy
Stage
Concept
Target
< 3 min swap

04

Fleet intelligence

Fleet orchestration connects missions, vehicle state, battery availability and Dock scheduling. Every move a vehicle’s planner proposes runs the NEXUS decision chain before the safety core decides.

Layer
Intelligence
Stage
Simulation
Authority
Advisory only

Architecture

Built to be upgraded, not replaced.

Chassis, electronics and batteries have different service lives. ASH separates them behind defined interfaces.

04

Intelligence

Perception and planning, the NEXUS decision chain, fleet orchestration and an independent deterministic safety authority.

03

Expansion

Horizon and mission modules. Future concepts that follow physical validation.

02

Energy

ASH Dock and a battery-service network that charges stored packs while vehicles work.

01

Mobility

ASH P1, a modular heavy electric platform with side-access service drawers.

NEXUS · Decision layer

NEXUS proposes. Safety authorizes.

NEXUS is ASH’s decision layer. It is not another driving model: it is designed as a chain of checks that every move must pass before it is proposed, with a sealed record of why.

The vehicle’s planner suggests what it could do. NEXUS works out what it should propose. The independent safety core decides what actually moves. NEXUS never drives the vehicle.

  1. 01 · Planner

    Proposes moves

    The vehicle’s planner offers several candidate moves. Whenever the safety core confirms one is feasible, a hold or a controlled stop is among them.

  2. 02 · NEXUS

    Certifies, replaces or abstains

    Each move must pass four mandatory checks: collision, dynamics, uncertainty and rules. Collision is checked against a range of possible futures for the traffic around it, not just the likeliest one. Missing or expired evidence counts as unknown, never as safe. Only moves that pass every check are ranked, so productivity can never buy back a failed check. The result is accepted, replaced with a certified alternative, or refused.

  3. 03 · Safety core

    Authorizes motion

    A separate, deterministic safety core approves, limits or rejects the motion. NEXUS holds no motion authority.

Why it will be crucial

Autonomy that can explain itself.

Heavy vehicles in a working terminal cannot rely on a model that is usually right. NEXUS is how ASH intends to earn trust, one decision at a time.

01

Built for vehicles terminals already have

Many terminals already run electric vehicles. The plan is to retrofit vehicles like these, with NEXUS as their decision layer, and bring them back into their operation windows. The first step is ATD-01, a retired industrial vehicle for controlled testing, where control is validated before any autonomy.

02

Mixed traffic, many futures

Ports mix straddle carriers, tractors, road trucks, trains and people. Instead of acting on the most likely future, NEXUS checks a move against several, and refuses to guess when it cannot see.

03

Decisions that can be audited

Every decision is built to carry the evidence behind it and to be replayed. The aim is that “Why did the vehicle do this?” always has an answer, with a record that safety assessors and operators can check.

04

Caution where it is needed

Each move is judged on its own evidence, so NEXUS is designed to keep proposing work where the picture is clear and to hold back only where it is not, rather than slowing everything down.

05

Better AI, without the wheel

Learned models may propose moves and earn credit only where evidence supports them. They are meant to improve over time, without ever gaining motion authority.

06

Honest about itself

NEXUS cannot declare itself better. An advantage has to be proven against baselines, and any nonzero hard safety count fails the claim.

“I do not have enough evidence to recommend continued autonomous operation.”
The kind of answer NEXUS is built to give

Status · research and simulation · zero motion authority · shadow mode first · promotion ladder: offline → simulation → shadow → advisory, each step earned by evidence

Brownfield first

Bringing existing electric AGVs back into their operation windows.

Many terminals already run electric AGVs. The plan is to retrofit these brownfield vehicles with NEXUS and an independent safety core, bring them back into their operation windows, and prove the architecture on them before a new ASH vehicle is built.

  1. 01 · Retrofit

    Add the decision chain, keep the vehicle

    An existing electric vehicle is fitted with NEXUS and an independent deterministic safety core. The first is ATD-01, a retired industrial vehicle being sourced as a test platform, in a permitted controlled test environment; control is validated before any autonomy.

  2. 02 · Earn the window

    Every move certified or refused

    Each move the vehicle’s own planner proposes runs the NEXUS chain and is sealed with its evidence. The safety core still holds motion authority.

  3. 03 · Evidence per vehicle

    No borrowed results

    ATD-01 keeps its own vehicle profile and validation scope. A donor result does not validate P1, and no numbers transfer between configurations.

Status · plan · donor vehicle and controlled test environment first · physical validation, conformity assessment and operator approval ahead

Safety & validation

Proposals are earned. Motion is authorized.

PlannerproposesNEXUScertifies or abstains Deterministic safety coreapproves · limits · rejects Motion

01

Independent authority

Brake, steering, stop and health monitoring get defined failure behavior, separate from NEXUS, the planner and the wireless mission layer.

02

Evidence before claims

Hardware integration, fault testing and controlled operation come before any rated capacity or safety claim.

03

Brownfield fit

Turning envelopes, stopping distances and clearances are validated against the real site, its people and its mixed equipment.

ASH Dock

Swap. Check. Charge. Reuse.

Dock treats batteries as serviceable fleet assets. Charging and deeper testing move off the vehicle's critical path.

  1. 01

    Arrive

    P1 docks between dual-side extraction positions.

  2. 02

    Extract

    Robotic removal of individual packs, three per side.

  3. 03

    Screen

    SOC, estimated SOH, temperature, cycles and BMS faults.

  4. 04

    Charge

    Healthy packs go to charging and storage. Exceptions go to diagnostics.

  5. 05

    Allocate

    Charged, healthy packs are assigned to the next vehicle.

  6. 06

    Depart

    The vehicle returns to work while packs recover.

6Independent packs
<3 minSwap target · unmeasured
77 kWhNominal reference per pack
24/7Duty-cycle intent

Get in touch

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