On July 1, 2026, Altior hosted the global online launch event for Altior Agent in Shenzhen, unveiling the industry's first embedded AI agent capable of directly interfacing with physical hardware. The two-hour livestream drew nearly 10,000 industry viewers and over 1,000 R&D professionals. The development team provided an in-depth walkthrough of Altior Agent's three core advantages and four application scenarios, while delivering expert-level responses to key industry pain points. The event comprehensively showcased Altior Agent's end-to-end, hardware-integrated AI development capabilities, earning widespread industry acclaim.

Existing AI coding tools remain confined to code generation, unable to directly interface with motor control boards, oscilloscopes, programmable power supplies, or other physical equipment. Tasks such as parameter tuning, waveform capture, and report generation still require manual intervention, resulting in protracted development cycles for motor control projects. To address these pervasive challenges, Altior officially launched Altior Agent—the industry's first AI agent to seamlessly bridge the gap between software and hardware, completely dismantling the technical barriers between code and physical devices. 

Proprietary Three-Layer Architecture Delivers a Closed-Loop Intelligent R&D System

Altior Agent is built on Altior's full-stack proprietary Vibe Suite architecture, developed in-house using Rust. The architecture comprises three technology layers—Core Engine, Hardware Connectivity, and Knowledge Graph—forming a complete R&D closed loop: requirement input → code development → hardware debugging → test validation → report output.

1)  Core Engine Layer: Features the in-house dual AI engines, Vibe Coding and Vibe Testing. With wholly owned IP, this layer provides a one-stop solution to the two core challenges of embedded development: debugging and testing.

*Vibe Coding

2) Hardware Connectivity Layer: Supports plug-and-play connectivity with mainstream oscilloscopes, programmable power supplies, sensors, and motor control boards. This layer can autonomously issue commands to execute physical hardware debugging.

3) Knowledge Graph Layer: Distilled from over 6,000 deployed motor control projects, this layer incorporates a comprehensive suite of expert algorithm libraries—including FOC algorithms, multiple observers, and MTPA (Maximum Torque Per Ampere)—and continuously evolves with industry know-how.

* Knowledge Base

Four Application Scenarios Drive Transformative R&D Efficiency Gains

Leveraging its differentiated technical architecture, Altior Agent delivers disruptive efficiency improvements across four key application scenarios, fundamentally rewriting traditional motor control R&D workflows.

1) End-to-End AI-Powered Debugging: Through natural language prompts, Altior Agent autonomously handles coding, firmware flashing, physical motor simulation, waveform capture, and fault localization. Traditional 1–2 day debugging tasks are reduced to 1–2 hours.

* Vacuum cleaner application AI debugging

2) Automated Standardized Testing: Altior Agent autonomously executes full-scenario test suites (start/stop, load, forward/reverse rotation, hardware protection, etc.) and automatically generates comparative analysis reports. Manual 1–2 week test cycles are reduced to 2–3 days, achieving up to 100% test coverage.

3) Automated Parameter Identification: Altior Agent identifies motor parameters in seconds and intelligently recommends optimal PI control parameters based on waveform data, enabling expert-level precision for every engineer.

4) One-Click Paper-to-Code Implementation: Altior Agent automatically decouples algorithmic formulas from the MCU hardware layer, handles register mapping, interrupt assignment, and Q-format fixed-point conversion, and assists developers with rapid debugging. Taking the deployment of a "Dead-Time Compensation" algorithm on the Fortior FU75xx series as an example: A traditional 5-day paper-to-code replication effort was compressed to just 4 hours—a 10x acceleration in algorithm engineering.

* Vibe Coding Called via VS Code Terminal

Deep-Dive Q&A: Addressing Core Industry Challenges

The interactive Q&A session focused on the industry's most pressing concerns. The R&D team delivered precise, professional responses to questions regarding underlying architecture, local ecosystem compatibility, hardware connectivity, and commercialization policies—directly addressing barriers to adoption.

1. Underlying Technology Architecture

Q: What foundation model does Altior Agent rely on? Is it similar to the Fortior IDE? Is the compilation backend self-developed or based on third-party tools? Does it support Keil and vendor-specific IDEs?

A: Altior Agent is not a wrapper around general-purpose LLMs. Its core debugging and testing engine, Vibe Suite, is built entirely from scratch in Rust with complete IP ownership. Unlike traditional IDEs that only provide code editing, Altior Agent directly takes over the hardware debugging pipeline. The compilation layer features a proprietary scheduling framework while remaining compatible with mainstream third-party toolchains. It supports seamless integration with Keil, Fortior IDE, and vendor-specific environments—allowing engineers to switch freely based on their preferences without disrupting existing workflows.

2. Commercialization and Beta Access

Q: What is the pricing model? Which features are available in the beta, and how will the commercial version be priced?

A: The launch event opens limited beta slots for Altior Agent. Beta users can unlock the full capabilities of all four core scenarios at no cost, including AI-powered debugging, automated testing, motor parameter identification, and end-to-end AI algorithm development. Commercial pricing will be structured in two tiers: Team Edition (a lightweight subscription for small-to-medium R&D teams) and Enterprise Custom Edition (on-premise private deployment for large industrial and new energy companies). Pricing is designed to be accessible for startups and small-to-medium R&D teams, lowering the barrier to intelligent transformation.

3. AI Hardware Interaction Logic

Q: How does the agent interface with physical devices like oscilloscopes and motor control boards? Does it require hardware modifications?

A: The hardware interaction layer utilizes standardized, general-purpose communication protocols. Mainstream oscilloscopes, programmable power supplies, and motor development boards require zero hardware modifications—basic connectivity via Ethernet, serial ports, or USB is sufficient for plug-and-play operation. The AI agent features a built-in device driver library that automatically recognizes connected hardware and issues commands for waveform capture, voltage adjustment, and motor start/stop control. This eliminates manual instrument operation, delivering truly unattended, automated hardware debugging.

The outstanding livestream metrics strongly validate the embedded and motor control industry's urgent demand for hardware-integrated AI development tools. The precisely targeted audience, exceptionally long average viewing duration, and sustained professional engagement underscore Altior Agent's technological innovation and industry value.

Beta registration for Altior Agent remains open nationwide. Embedded engineers and motor control R&D teams can register via the exclusive QR code. Upon approval, applicants will receive the beta installation package and dedicated technical onboarding support.

(Scan QR code to reserve beta access.)

Looking ahead, Altior will continue to expand its knowledge graph and hardware compatibility, enriching algorithm libraries for industrial servos, new energy vehicle (NEV) drives, home appliance BLDC motors, and other vertical segments. Through the deep convergence of AI and hardware, Altior is committed to relentlessly compressing motor control R&D cycles, driving the embedded industry from the era of manual debugging into a new age of fully autonomous, AI-driven closed-loop R&D.

——————————

About Altior

Altior is dedicated to bridging the gap between physical hardware and AI. Deeply rooted in motor control and embedded firmware development, Altior tackles critical industry pain points—inefficient hardware debugging, weak test standardization, and difficulty of new algorithm deployment. By delivering an end-to-end intelligent R&D platform powered by proprietary core technologies, Altior removes development bottlenecks and empowers global embedded engineering teams to achieve unprecedented efficiency and intelligence in their workflows.