Saidou Technology Unveils AIVA Brand and Concept Car, Proposing 'AI Defines the Car' Paradigm

The 2026 smart electric vehicle (EV) track has long been a bloodless red ocean. As the industry continues to refine range, screens, and intelligent driving, a discussion about the evolutionary foundation of the automotive species is quietly unfolding by Yanqi Lake.

On June 9, Saidou Technology, established with participation from Seres, CATL, and various industrial capital partners, officially launched its new brand, AIVA, in Beijing. Its first concept car, the AIVA Origin Concept, was also unveiled simultaneously. More notably, its mass-production timeline: the first mass-produced model, the AIVA ME7, will be officially revealed later in 2026.

Does the market truly need another new energy vehicle brand? AIVA's core solution does not lie in local parameter stacking within traditional manufacturing dimensions, but rather in proposing a forward-looking industry proposition: "AI defines the car; AI comes first, then the car."

Looking at the evolution of human technological revolutions, every major technological advancement essentially achieves the same thing: liberating humans from repetitive labor, granting people more discretionary time. From the physical liberation of the agricultural era, to the establishment of the eight-hour workday in the industrial era, to digital life in the information age, efficiency improvements have continuously reshaped life.

Now that AI can proactively understand intentions and solve complex problems, what would happen if it were given an automotive body? How would next-generation mobility differ? AIVA's answer is: cars will no longer be cold transportation tools, but "embodied AI lifeforms" transitioning from the virtual world into the physical world.

This new automotive paradigm, catalyzed by the synergy of multiple strengths, can it redefine mobility in the AI era? We can glimpse the answers within AIVA's product definition and the underlying logic of its brand.

01First Concept Car Debuts

As a tangible embodiment of the brand's philosophy, the first concept car, AIVA Origin Concept, features a dynamic coupe-SUV silhouette with a design that exudes strong power and a futuristic aesthetic.

In AIVA's design philosophy, embodied AI lifeforms should not mechanically apply rigid industrial styles; instead, they should learn from nature—the 'teacher' validated by hundreds of millions of years of evolution—adopting a biomechanical approach to reconstruct form.

The body surface of the AIVA Origin Concept avoids sharp corners or deliberate creases, instead utilizing smooth G4 curvature.

This introduces the concept of geometric continuity. G0 indicates two surfaces meet but lack a smooth transition; G1 means their tangent directions are consistent; G2 signifies identical curvature radii; G3 denotes consistency in the rate of change of curvature (curvature acceleration); and G4 extends this to ensure the rate of change of curvature acceleration is also consistent.

While most current automobiles and consumer electronics employ G3 surfaces to achieve a rounded, refined, and seamless appearance, G4 offers higher surface smoothness, creating fluid, water-drop-like lines that make the vehicle's overall form appear more natural and expansive.

In its headlight design, the AIVA Origin Concept features a pair of interactive "eyes" capable of expressing emotions. As users approach the vehicle or engage in hand-gesture interactions, the headlights provide anthropomorphic emotional responses, imbuing every departure with a sense of intuitive ritual.

Furthermore, the concept car's wheel design draws inspiration from the wishbones of birds, balancing structural stability with dynamic elegance: low-drag wheel covers resembling wing membranes are thin yet resilient; paired with a hidden rear spoiler and meandering side skirts, every engineering detail reflects physical AI naturally integrating into the real world.

02AI Defines Cars: AI First, Then Cars

By 2026, physical AI is accelerating into our daily lives. Large models are no longer just chat boxes on screens for question-and-answer interactions; they now possess sensors as eyes and actuators as limbs, enabling perception, reasoning, planning, and action in the physical world. Amid this technological leap, the automotive industry—with its massive scale and complete supply chain—is uniquely positioned to become one of the core implementation scenarios for physical AI.

In traditional vehicle development logic, large models are often treated merely as software applications added to the cabin during the late stages of R&D, inevitably resulting in stiff and mechanical interactions. From its inception, the AIVA brand has aimed to "let AI define cars, with AI preceding the vehicle itself," fundamentally reconstructing the product definition at its source.

Continuously Evolving AI-Native Organization

To build vehicles that are native to AI, the organizational structure of car manufacturing must first be reimagined. AIVA has established a full-chain AI-native organization, built upon three core capability layers:

Perception Layer: Breaks the information decay caused by traditional automakers' multi-level reporting structures, aggregating user feedback, market dynamics, and supply chain data in real time to ensure no key decision-making elements are lost.

Decision-Making Layer: Builds an AI sandbox for high-frequency decision simulation and deduction, shifting the basis of decisions from traditional gut-feeling 'I feel' to objective, rational 'data tells me'.

Execution Layer: Composed of AI assistants and intelligent agents forming an execution network; execution results automatically feed back into the perception layer, turning the entire organization into a flywheel that gets smarter with every action taken.

This continuous two-way evolution between the organization and the vehicle constitutes the underlying logic of AIVA's car manufacturing approach.

From 'Humans Searching for Mines' to 'AI Mining': Product Definition

In the traditional model, product managers rely on research to passively discover needs, but this has an upper limit defined by human cognitive boundaries. AI is different: it can perform massive data analysis and trend reasoning, actively and in bulk uncovering user needs hidden beneath the surface.

The role of the product manager then becomes selecting which of the possibilities uncovered by AI are truly worth pursuing.

Under this model, we achieve 'AI mining ahead, humans panning for gold behind.' The car is no longer a tool designed rigidly, but a scenario-based carrier that grows out of AI's deep understanding of people.

Achieving Fundamental Shifts in Interaction, Intelligence, and Experience

As a deep co-creation partner, Volcengine believes that vehicles in the physical AI era should achieve three fundamental shifts: interaction evolving from "mechanical rigidity" to "ubiquitous vitality," intelligence shifting from "feature stacking" to "emergent capabilities," and experience transforming from "monotonous dullness" to "relaxed pleasure." AIVA has the potential to ground these shifts in real-world driving scenarios.

At the brand launch event, AIVA demonstrated several examples:

Your exclusive 22 degrees: Traditional air conditioners only recognize cold numbers, but 22 degrees while wearing a T-shirt in summer is completely different from 22 degrees after taking off a down jacket in winter. AIVA can accurately identify thermal comfort needs under different states, such as being drenched in sweat after playing basketball, wearing a suit to meet clients, or children sleeping soundly in the back seat, and automatically set the appropriate perceived temperature without manual operation.

Your Personal Rhythm: AIVA anticipates and aligns with users' travel preferences. For instance, it automatically activates surround-view cameras in blind spots within underground parking garages; during traffic congestion, it automatically reduces the following distance by half a gear, while increasing the distance on highways to ensure safety.

Your Personal Companion (Live Alive): The in-car voice assistant is a growth-oriented companion who knows when to advance and when to retreat, and understands boundaries. It chats casually during solo commutes, remains professional and restrained when carrying clients, transforms into a "kids' king" during family trips, and automatically isolates private memories when strangers are riding along.

This perfectly embodies AIVA's brand proposition, "Live Alive, Love Gives Freedom." The initiative aims to help users gain more time freedom through AI, accompany them with warm intelligence, and make driving more relaxed and emotionally valuable.

03Synergy of Strengths Across Multiple Parties

As the intelligent electric vehicle industry moves toward deep maturity, manufacturing pathways are revealing increasingly diverse possibilities. The emergence of AIVA represents a new paradigm for AI automotive industry organization: one centered on automakers and driven by the synergy of strengths across multiple sectors. Specifically, as industry competition shifts from mere product comparisons to a contest of organizational capabilities, this open ecosystem demonstrates higher industrial efficiency.

AIVA’s first product, the AIVA ME7, targets the mainstream market segment priced above RMB 200,000. This positioning relies on solid manufacturing heritage and a systematic energy foundation. Seres, CATL, and Volcengine allow this new brand to stand on the shoulders of giants in terms of manufacturing, supply chain, and core technologies:

Vehicle Manufacturing and Quality System (Seres): As a major shareholder and provider of industrial resources, Seres empowers AIVA with its expertise in new energy vehicle manufacturing, billion-level supply chain management, engineering experience, and rigorous quality system accumulation. This lays a firm foundation for the new brand’s quality delivery and safety performance.

Systematic Energy Solutions (CATL): Battery giant CATL is fully responsible for AIVA’s energy core, providing comprehensive closed-loop energy solutions in areas such as cutting-edge battery technology, system-level lithium-ion battery safety, and power battery charging and swapping systems.

Computing Power and Large Model Ecosystem (Volcengine Deep Co-creation): In determining the upper limits of physical AI—specifically the intelligent cockpit and large model layers—AIVA engages in deep co-creation with Volcengine. Behind Volcengine lies robust computing power support and a large model technology ecosystem: its Doubao large model has surpassed 140 million daily active users, with daily token usage exceeding 120 trillion.

It should be noted that AIVA’s collaboration with Volcengine is not a simple point-to-point technology supply or black-box transaction typical of traditional automotive industries. From day one of product definition, both parties have jointly defined, designed, and built the AI automotive experience. The large model, serving as the foundation, has deeply participated in vehicle R&D, thereby enhancing the car’s competitiveness in the AI era.

The team behind Saidou Technology, known for its practical approach, is what supports the AIVA brand from concept to reality. Zhang Zhengyuan, Chairman of AIVA, and Li Bo, President and Product Manager of AIVA, have deep experience spanning both smart terminals and new energy vehicles. The team they lead is a composite group that understands both the agile iteration cycles of major tech companies and the heavy industrial laws governing automotive manufacturing.

The launch of the AIVA brand and its first concept car signifies more than just adding a forward-designing coupe SUV to the market; it provides a new answer to the question of 'how future cars should be defined' for an auto industry at the intersection of physical AI.

Competition in the automotive sector is evolving from simple hardware comparisons and software feature stacking into a contest of industrial organizational capabilities and the synergistic efficiency of ecosystem strengths. AIVA's attempt to follow the path of 'AI defines the car: AI first, then the car' brings AI from the virtual digital world into the real physical world, hitting the correct rhythm of technological evolution.

Written by: James Edited by: Daji