Making Everyone an Expert to Drive Consistent Operations

Systematizing critical know-how to create an AI coach that guides operators toward the right decisions.

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Experience-Dependent Operations

When critical operations depend on individual experience, consistency becomes impossible to scale.

Engineers using tablet in semiconductor cleanroom
Human error can lead to unplanned downtime
Critical expertise is concentrated in a handful of individuals
Company knowledge can be lost when key talent departs
Operational quality varies across shifts and sites
We apply AI to extend domain expertise to every operator.

How We Do It

Domain Expertise AI

Transforming frontline expertise into a knowledge hub, enabling critical capabilities to scale rapidly across the organization.

AI-Assisted Operations

Delivering anomaly detection during operations and training, enabling accurate decisions in mission-critical moments.

Standardized Work Guidance

Converting complex SOP into intuitive step-by-step guidance, ensuring consistency in field execution.

Applications Across the Industrial Lifecycle

The Engineer wearing Meta Quest 3 for semiconductor equipment training

Workforce Training

AI + MR training enables operators to gain hands-on experience in a safe, simulated environment, improving workforce readiness and confidence before entering live operations.
The engineer is wearing RealWear smart glasses to repair the electrical control panel

Field Operations

Real-time AI guidance and in-process verification enable operators to execute correctly from the first attempt, ensuring reliable execution across teams and minimizing operational disruptions.
Using handheld device to check gauge

Facility Inspection

Ensuring inspections are performed consistently, issues are identified earlier, and records remain traceable across every site.

Global Success Stories

Workforce Training
Winbond Cuts Ramp-Up Time with ADAT's Hybrid Training for Wastewater Operations
For critical equipment operated only a few times a year, we turn senior engineers' experience into structured training modules. AI-assisted learning and assessment verify readiness before staff go solo, cutting training time while ensuring consistent execution and fast-tracking job-ready talent.
Success Case  
Field Operations
Taipower Adopts AIR to Improve High-Voltage System Maintenance Safety
AI enables 100% precise detection on critical equipment, effectively controlling high-risk operational safety.
Success Case  
Facility Inspection
Taipower Adopts AGA, Cutting Inspection Report Time to 1 Minute
AI visual recognition eliminates manual meter reading errors and auto-generates reports in 1 minute, solving quality inconsistency caused by contractor staff turnover.
Success Case  

Why ADAT?

Engineers discussing in an automated factory Engineers discussing in an automated factory
01
Deep Industrial Expertise
With backgrounds rooted in advanced semiconductor manufacturing, our team understands the realities of the industrial floor. This enables us to translate complex processes and operational demands into AI solutions that truly work in the field.
02
Knowledge at Scale
We are committed to helping enterprises preserve, share, and apply critical knowledge in a smarter, more sustainable way — not as a one-time productivity gain, but as a foundation for long-term organizational growth.
03
Trusted Industrial AI
Unlike general-purpose generative AI, our domain expert-based and verifiable AI delivers stable, consistent outputs without hallucinations, making it suitable for high-risk industrial environments.
04
Tier-1 Proven
Trusted by the world's most demanding industries — with 40+ patents and proven deployments across semiconductor, petrochemical, and energy sectors.

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