NeoClaw

The industry's first AI agent released by Neolithic Autonomous Vehicles realizes "fleet management in one sentence" through natural language

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https://www.neolix.cn/

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NeoClaw is the industry's first AI agent released by Neolithic Autonomous Vehicles in April 2025, marking the official entry of the unmanned delivery industry into the "AI Operation Era". This product uses large model technology to realize the intelligent transformation of "fleet management in one sentence", allowing operators to complete fleet management, complex task scheduling and operational data analysis through natural language instructions, significantly reducing operational thresholds and improving management efficiency.
Neolix is the world's largest L4 autonomous delivery fleet company and has established deep technical barriers in the large-scale application of L4 autonomous driving, fleet management and global intelligent dispatch. The company has delivered and deployed more than 13,000 autonomous vehicles in more than 300 cities in 15 countries around the world, with a total autonomous driving mileage of more than 60 million kilometers. As the unmanned delivery industry enters the stage of large-scale implementation, operations management has become a new bottleneck. Traditional operations rely on manual operations, and management complexity and training costs rise sharply as fleet size grows. The release of NeoClaw was born to solve this pain point, directly injecting AI capabilities into front-line operation scenarios.
NeoClaw is positioned as the "AI steward" of unmanned delivery fleets, integrating a "smart brain" and an "intelligent assistant that can do physical work." Core functions NeoClaw has three core functional modules: fleet management, vehicle control and operational data analysis. In terms of fleet management, operators can arrange for multiple unmanned vehicles to perform tasks through natural language instructions, achieving batch control of vehicles and intelligent scheduling of complex tasks. In terms of vehicle control, it supports remote command of unmanned vehicle delivery, batch identification of vehicle status, automatic arrangement of charging and other maintenance tasks. In terms of operational data analysis, the system can automatically extract key data fields and generate background approval flows to support query and analysis of operational indicators. interaction design The product adopts a simple operation method of "press and hold", which is similar to sending voice on WeChat, lowering the threshold of use. Considering that outdoor workers often wear gloves and it is inconvenient to operate, NeoClaw supports Sichuan, Northeastern and other dialect recognition. The system will also actively recommend instructions that may be needed based on the current work scenario, reducing learning costs and enabling quick start. Safety protection system NeoClaw has built a dual security protection system. At the physical control level, the identity authority is verified for vehicle unlocking, starting and other instructions, and it is confirmed that the instructions are given to the correct and only vehicle. At the data security level, a strict permission list system is adopted so that only specific positions can view operating data, and the entire process is traceable. For operations involving vehicle safety, the final "execution" button is confirmed by the operator, ensuring the final link of human-machine collaboration.
NeoClaw’s specific pricing plan has not been disclosed in public information. As Neolithic's operational-level AI intelligent product, this product is mainly aimed at logistics companies, park operators and urban distribution service providers that have deployed Neolithic unmanned vehicles, and indirectly reduces labor costs by improving operational efficiency.
Since NeoClaw was just released on April 7, 2025, there is currently limited public user review information. However, from the perspective of product positioning and technical solutions, this product directly addresses the pain points of operation and management in the unmanned delivery industry, and is expected to receive positive feedback from front-line operators. The product was first launched on a trial basis in some areas in Beijing, Qingdao and other places. With the advancement of large-scale application, user feedback will be richer.
Geek Park reported that the release of NeoClaw marks the upgrade of the unmanned distribution industry from "automated operations" to "AI intelligent operations." Complex system capabilities no longer belong only to a few skilled personnel, and each operator can easily become a "fleet commander." This is of great significance to the unmanned delivery industry, which is in a critical period of large-scale expansion. Neolithic’s goal is to quickly improve front-line operational capabilities through AI operations to achieve consistency, and solve the problem of uneven operational levels in different cities. When the fleet size further expands, the cost and management complexity of training new people will not skyrocket.
As an emerging technology product, NeoClaw has not yet seen any significant controversy. However, what needs attention is that the permission boundary issue of AI agents directly controlling physical devices needs to be handled carefully to ensure that the security protection mechanism can operate effectively in various extreme scenarios. In addition, there is still room for improvement in the understanding accuracy of large models in specific professional scenarios, and continuous optimization may be required in actual operations.
NeoClaw is suitable for the following user groups: first, logistics companies that have deployed Neolithic unmanned vehicles and need to improve fleet management efficiency; second, operators in closed scenes such as parks and campuses, who hope to achieve intelligent management of unmanned distribution; third, urban distribution service providers, who need to manage unmanned vehicle fleets distributed in different areas. For users who are still in the investigation stage, it is recommended to pay attention to the actual operating results of the product in pilot cities such as Beijing and Qingdao before making a decision. For competing manufacturers, the launch of NeoClaw may accelerate the industry’s layout of AI operation solutions.
As the first AI intelligent product in the unmanned distribution industry, NeoClaw represents the development direction of industry operations management. Realizing natural language interaction and intelligent scheduling through large model technology is expected to significantly reduce the operational threshold of unmanned delivery and promote the industry's transformation from "scale expansion" to "efficiency improvement." With product iteration and data accumulation, AI operations will become one of the core competitiveness of unmanned delivery companies.

User Reviews

Henry_Parker_Max

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So delicious! With just one sentence, all cars can be charged, completely freeing your hands.

SAndersonZ_221

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Our campus has just launched NeoClaw, and the operational efficiency has at least doubled. In the past, we had to process it one by one, but now we can do it in batches.

NodeDex_btc

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I can actually recognize Trump’s accent, it’s so strong!

Stephanie.Murphy_88

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The cost of training new employees is directly reduced to zero, and the experience of old masters is solidified through AI.

Ryan.Williams_Plus

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Currently it is only available in some areas of Beijing and Qingdao, and we look forward to covering our cities soon.

PThompson_Plus

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Strongly recommended to be promoted nationwide! Unmanned delivery is finally no longer about "people staring at cars" but "people talking".

海浪_6

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The dialect recognition is a surprise. Most of our employees here speak dialects, and now it can finally be used normally.

JAlvarez

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My feelings after using it for a week: The safety measures are in place. Operations such as unlocking and starting require double confirmation, so there is no need to worry about misoperation.

SVV1FP2MY

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To be honest, it is much faster than the previous manual order dispatch. The AI understands the intention very accurately and rarely makes mistakes.

JenniferNielsen

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I hope it can be added to more models in the future, but currently only X3 and X6 are available.

TOort

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The key is to use it for free! No deployment is required, you can use it directly in the APP, it’s so delicious.

Diane_Thompson_202427

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The name NeoClaw is very interesting, and the nickname "Lobster" is also very down-to-earth. The function is indeed powerful. You can manage the fleet with just one sentence, and operators no longer need to manually assign tasks.

tinyswan297

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It is much more mature than expected. I originally thought it would be useless, but it turned out to be very easy to use.

DBell_Pro

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Our company has 50 vehicles. After using NeoClaw, one person can easily manage them, saving a lot of labor costs.

LNguyen_Max

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The scene-aware recommendation function is very practical. AI will actively recommend instructions that may be needed based on the current working status. New employees can get started very quickly.

Debra_ClarkII87

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Data permission control is very detailed, and different positions can see different content, which makes security more secure.

naHIL

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The unmanned delivery industry has moved from hardware competition to AI operation competition, and Neolithic is quite ahead of its time.

Kyle.White_7

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It’s not just a question-and-answer robot, it’s an AI steward that can actually direct autonomous vehicles to work. This is completely different from other AI products.

Diana.LopezII08

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The operation method of pressing and holding hands to speak does take into account the actual needs of outdoor workers, and it can also be used while wearing gloves.

AnthonyMiller

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From "people watching cars" to "people talking", this change is of great significance. In the future, the way operators work will completely change.

HCarterZ4

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The current usage experience has exceeded expectations, and we look forward to supporting the scheduling of more complex scenarios in the future.

realRobertoSilva_pro

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There are so many feature updates just a week after it was released, and the iteration speed is very fast.

Laura_JenkinsIII

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To be honest, the unmanned delivery industry has been plagued by the problem of low operational efficiency. NeoClaw has really solved the pain point. It is so convenient to process vehicle instructions in batches.

Ryan_Coleman_7720

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We are in a part of Shandong Province, so there is no problem in commanding in Northeastern dialect, and the recognition is very accurate.

Diana.CastilloZ99

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As a front-line operator, I feel that this product is really considering our actual work scenarios. The function of pressing and talking is so considerate.

KaiHartman

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In the past, every time a new vehicle was deployed, one had to manually search for information and fill out forms. Now the system automatically extracts key fields to generate an approval flow, significantly improving efficiency.

Nancy.BarnesZ31

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After using it for three days, I can no longer live without it. In the past, you needed to open the background and perform one step at a time, but now you can do it in just one sentence.

JacquelineWalker_66

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New Stone’s technical strength is indeed strong, and the operational experience of the world’s largest L4-level unmanned delivery fleet has been accumulated into this AI.

ARussell_Max

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An industry first! ox!

Carol_Rodriguez_66

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After watching the entire press conference, NeoClaw indeed represents the future direction of the unmanned delivery industry.

NeoClaw

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