Making Everyone an Expert to Drive Consistent Operations

Systemizing core know-how into an AI coach that empowers operators to make right decisions in high-risk industrial environments.

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Core Risk in Advanced Manufacturing: Human Variability

As process precision demands intensify, traditional execution models reliant on individual experience can no longer ensure consistency and accuracy.

Engineers using tablet in semiconductor cleanroom
Human error leading to unplanned downtime
Critical expertise concentrated in a handful of individuals
Company knowledge lost when key talent departs
Inconsistent operational quality across shifts and sites
We apply AI to empower every operator with the judgment of a seasoned expert.

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

Hybrid training
How Winbond Uses ADAT AI Instructor for Smarter Wastewater Operations
Winbond Electronics received the 2026 Water Sustainability Award from Taiwan’s Ministry of Environment, recognizing its achievements in water management and sustainability initiatives.
Success Case  
Energy
Taipower High-Voltage Energize/De-Energize Operations
With AIR, Taipower replaced manual, experience-dependent high-voltage procedures with system-guided workflows and digital verification — cutting operational risk and accelerating compliance audits.
Success Case  
Energy
Taipower Renewable Energy Site — Electrical Room Inspection
ADAT AGA digitizes and standardizes inspection workflows — improving meter reading accuracy, cutting report time, and ensuring consistent quality across vendors.
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 rule-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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