Empowering business with Agentic AI.

Tyrion.ai ExpertTwin™ integrates digital twins, intelligent agents, and the AIP platform to unify data, algorithms, and workflows — enabling secure, intelligent enterprise innovation.

Tyrion.ai is trusted by many clients and partners.

Tyrion.ai

Build the enterprise's "ExpertTwin Expert Twin"

Tyrion.ai connects data, knowledge, and actions through ExpertTwin®, building a customized intelligent twin for enterprises that supports human-machine collaboration, efficient decision-making, and actionable execution.

From data to decision

We turn complex industrial data into AI-readable objects and relationships — powering semantic search, media references, and embedded data logic.

Human–AI Co-Decision

Every decision connects data, logic, and action — ExpertTwin® by Tyrion.ai fuses them into actionable intelligence.

Human–AI Co-Decision

Every decision connects data, logic, and action — ExpertTwin® by Tyrion.ai fuses them into actionable intelligence.

Secure and open AIP

AIP unifies models, agents, and data operations to deploy AI and expert twins on cloud or edge — enabling faster, low-code development at lower cost.

Secure and open AIP

AIP unifies models, agents, and data operations to deploy AI and expert twins on cloud or edge — enabling faster, low-code development at lower cost.

Tyrion AIP enterprise-level AI platform

Tyrion AIP unifies expert knowledge, predictive intelligence, and system integration into one enterprise AI platform — enabling intelligent workflows that turn data and insight into action.

ExpertTwin

ExpertTwin® connects data, knowledge, and action to build a company-specific intelligent twin, supporting human-machine collaboration, efficient decision-making, and actionable execution.

AI-driven workflow builder

Quickly build AI workflows through a visual interface, connecting semantic search, knowledge retrieval, parameter logic, and system integration, supporting multimodal and LLM cooperation.

Prediction and Optimization Model Library

With ready-to-use AI models for predictive maintenance, yield, quality, and risk, Tyrion.ai unites knowledge and data to drive continuous optimization from monitoring to improvement.

Open interoperation and security governance

Standardized APIs and SDKs integrate seamlessly with ERP, CRM, MES, and SCADA systems — with built-in access control and audit features ensuring secure and compliant data operations.

Dual-engine driven enterprise AI core architecture

Tyrion AIP connects enterprise systems and data through its dual-engine architecture — Agent Engine and Data Engine — unifying AI agents, knowledge, and models into a central intelligence layer for automation and decision optimization.

Agent Engine

Agent operating system for complex tasks

Workflow

Workflow

Workflow orchestration

Workflow orchestration

Workflow orchestration

Workflow monitoring

Workflow monitoring

Workflow monitoring

Agentic Workflow

Agentic Workflow

Agentic Workflow

Service deployment

Service deployment

Service deployment

Agent

Agent

CoT

CoT

CoT

Tool Use

Tool Use

Tool Use

Agentic RAG

Agentic RAG

Agentic RAG

Multi-Agent

Multi-Agent

Multi-Agent

RAG

RAG

Advanced

RAG

Advanced RAG

Advanced

RAG

GraphRAG

GraphRAG

GraphRAG

Multimodal RAG

Multimodal RAG

Multimodal RAG

Optimization strategy

Optimization strategy

Optimization strategy

Schedule all mainstream large models on a single platform.

Data Engine

Building data capabilities for agents

建模

PyTorch

PyTorch

PaddlePaddle

PaddlePaddle

TensorFlow

TensorFlow

Keras

Keras

Data

Ontology

Ontology

Semantic

Layer

Semantic Layer

Graph

Graph

Data safety

Data safety

Tools

Connector

Connector

ETL

ETL

Notebook

Notebook

Data Lineage

Data Lineage

Quick links to different data sources within the enterprise

  • SCADA

  • MES

  • PLC

Data Engine

Building data capabilities for agents

建模

PyTorch

PaddlePaddle

TensorFlow

Keras

Data

Ontology

Semantic

Layer

Graph

Data safety

Tools

Connector

ETL

Notebook

Data Lineage

Quick links to different data sources within the enterprise

  • SCADA

  • MES

  • PLC

Industry Solutions

Tyrion.ai unifies industrial data through an ontology and intelligent agent framework, enabling predictive maintenance, root-cause analysis, and compliance automation.
Build an MVP in 4–6 weeks, prove value fast, and scale with confidence.

Power, buildings, and infrastructure

Aging assets and severe weather strain maintenance teams. TyrionAI Maintenance Copilot predicts failures from sensor and work‑order data, diagnoses likely causes, and drafts permits and checklists so crews fix the right issue first. Faster restoration with fewer truck rolls.

Cars and automotive parts

Variant heavy lines and global suppliers complicate flow and quality. TyrionAI Quality and Scheduling Copilot links ERP, PLM, line, and test data to trace root causes and resequence jobs under constraints, then prepares 8D responses for field issues. More stable takt and fewer escapes.

Pharmaceuticals and Life Sciences

Teams juggle protocols, evidence, and long test cycles. TyrionAI Evidence and Validation Copilot searches literature and labels with citations, predicts long‑cycle QC endpoints from short tests, and drafts validation and deviation packets from LIMS and eBR. Faster reviews and clearer audit trails.

Chemical fibers and basic chemicals

Safety and yield must move together. TyrionAI Process Safety Copilot monitors reactors and columns, checks HAZOP and MoC guidance, and recommends safe set‑point changes for catalyst feed, reflux, and reboiler load. Less flaring and unplanned downtime with steadier quality.

Semiconductors and precision electronics

Defect analysis is slow and fragmented. TyrionAI AI Defect Analyst clusters wafer maps and inspection data, links patterns to tool logs, and proposes targeted DOE to isolate issues fast. Shorter fix‑verify cycles that protect WIP and stabilize yield.

Steel and cement

Volatile feed and carbon goals require discipline. TyrionAI Energy and Recipe Optimizer aligns kiln and furnace twins with QA and meters to steady air and fuel mix and blend ratios. Smoother quality and lower specific energy.

Aviation, shipping, and transportation equipment

Complex assemblies and MRO backlogs extend cycle time. TyrionAI 3D Inspection and MRO Copilot compares point clouds to CAD, flags deviations with tolerances, and issues multilingual tasks with full traceability. Higher first‑time‑right and shorter turnaround.

Supply chain and logistics

Disruptions ripple across networks. TyrionAI Network Control Tower models inventory, capacity, and lead times end to end, scores supplier risk and quality, and optimizes loads and allocations with what‑if simulation. Higher resilience without excess stock.

Power, buildings, and infrastructure

Aging assets and severe weather strain maintenance teams. TyrionAI Maintenance Copilot predicts failures from sensor and work‑order data, diagnoses likely causes, and drafts permits and checklists so crews fix the right issue first. Faster restoration with fewer truck rolls.

Cars and automotive parts

Variant heavy lines and global suppliers complicate flow and quality. TyrionAI Quality and Scheduling Copilot links ERP, PLM, line, and test data to trace root causes and resequence jobs under constraints, then prepares 8D responses for field issues. More stable takt and fewer escapes.

Pharmaceuticals and Life Sciences

Teams juggle protocols, evidence, and long test cycles. TyrionAI Evidence and Validation Copilot searches literature and labels with citations, predicts long‑cycle QC endpoints from short tests, and drafts validation and deviation packets from LIMS and eBR. Faster reviews and clearer audit trails.

Chemical fibers and basic chemicals

Safety and yield must move together. TyrionAI Process Safety Copilot monitors reactors and columns, checks HAZOP and MoC guidance, and recommends safe set‑point changes for catalyst feed, reflux, and reboiler load. Less flaring and unplanned downtime with steadier quality.

Semiconductors and precision electronics

Defect analysis is slow and fragmented. TyrionAI AI Defect Analyst clusters wafer maps and inspection data, links patterns to tool logs, and proposes targeted DOE to isolate issues fast. Shorter fix‑verify cycles that protect WIP and stabilize yield.

Steel and cement

Volatile feed and carbon goals require discipline. TyrionAI Energy and Recipe Optimizer aligns kiln and furnace twins with QA and meters to steady air and fuel mix and blend ratios. Smoother quality and lower specific energy.

Aviation, shipping, and transportation equipment

Complex assemblies and MRO backlogs extend cycle time. TyrionAI 3D Inspection and MRO Copilot compares point clouds to CAD, flags deviations with tolerances, and issues multilingual tasks with full traceability. Higher first‑time‑right and shorter turnaround.

Supply chain and logistics

Disruptions ripple across networks. TyrionAI Network Control Tower models inventory, capacity, and lead times end to end, scores supplier risk and quality, and optimizes loads and allocations with what‑if simulation. Higher resilience without excess stock.

From pilot to scalable business value

From predictive maintenance to process optimization, and from intelligent procurement to financial risk control, Tyrion.ai has consistently improved efficiency, reduced costs, and accelerated decision-making across real-world industry projects — validating every investment with measurable data.

98%

Average business decision response time reduced

Across Tyrion AIP deployments, 97% of clients saw a 40–60% faster response in key decisions like maintenance, quality, and customer service — with AI agents proactively guiding teams to consensus in real time.

100+

More than 100 active ExpertTwin™ deployments.

Across manufacturing, energy, retail, transport, and pharma, Tyrion.ai has deployed 100+ ExpertTwin™ entities covering equipment, process, and supply chain. Each twin forms the foundation for AI agents with accurate modeling and live data connectivity.

10xROI

AIP delivers over 10× ROI within three years.

Across manufacturing, energy, and FMCG industries, Tyrion AIP delivers over 10× ROI within three years — driven by fewer unplanned outages, predictive maintenance savings, leaner inventory, and faster customer response.

Tyrion.ai is trusted by numerous clients and partners:

Frequently Asked Questions

Need to know more? Feel free to consult our professional pre-sales advisors.

How do expert twin systems work?
icon

It is built as a 'conversational expert' based on a large model, allowing users to receive structured answers by asking questions, similar to real expert interactions.

How long does it take to develop ExpertTwin?
icon

Simple scenarios can be delivered within a few days; complex scenarios (such as equipment maintenance and quality inspection) usually require 1 to 2 months, or even longer.

Is a graphical interface supported?
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Supports a visual interface and can integrate with existing systems, such as CRM, OA, knowledge base, etc.

Can the platform be called by other systems? Are there standard interfaces?
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Support, the applications built on our platform can encapsulate agents into an MCP interface, making external system calls as simple as invoking a microservice.

Is full training data required?
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No need to build from scratch, supports knowledge transfer and role-based construction, and integrates with existing documents, expert interviews, and other content.

Do we have a need for privatization, do you support it?
icon

Supports local deployment and data isolation, suitable for data-sensitive industries (such as government, enterprises, healthcare, etc.)

How do expert twin systems work?
icon

It is built as a 'conversational expert' based on a large model, allowing users to receive structured answers by asking questions, similar to real expert interactions.

How long does it take to develop ExpertTwin?
icon

Simple scenarios can be delivered within a few days; complex scenarios (such as equipment maintenance and quality inspection) usually require 1 to 2 months, or even longer.

Is a graphical interface supported?
icon

Supports a visual interface and can integrate with existing systems, such as CRM, OA, knowledge base, etc.

Can the platform be called by other systems? Are there standard interfaces?
icon

Support, the applications built on our platform can encapsulate agents into an MCP interface, making external system calls as simple as invoking a microservice.

Is full training data required?
icon

No need to build from scratch, supports knowledge transfer and role-based construction, and integrates with existing documents, expert interviews, and other content.

Do we have a need for privatization, do you support it?
icon

Supports local deployment and data isolation, suitable for data-sensitive industries (such as government, enterprises, healthcare, etc.)

How do expert twin systems work?
icon

It is built as a 'conversational expert' based on a large model, allowing users to receive structured answers by asking questions, similar to real expert interactions.

How long does it take to develop ExpertTwin?
icon

Simple scenarios can be delivered within a few days; complex scenarios (such as equipment maintenance and quality inspection) usually require 1 to 2 months, or even longer.

Is a graphical interface supported?
icon

Supports a visual interface and can integrate with existing systems, such as CRM, OA, knowledge base, etc.

Can the platform be called by other systems? Are there standard interfaces?
icon

Support, the applications built on our platform can encapsulate agents into an MCP interface, making external system calls as simple as invoking a microservice.

Is full training data required?
icon

No need to build from scratch, supports knowledge transfer and role-based construction, and integrates with existing documents, expert interviews, and other content.

Do we have a need for privatization, do you support it?
icon

Supports local deployment and data isolation, suitable for data-sensitive industries (such as government, enterprises, healthcare, etc.)

Transforming expertise into business impact.

Professional experience × AI Agent x feedback data = Industry AI expert twin

©2025 Tyrion.ai. All rights reserved.

Shanghai Tyrion.ai Co., Ltd. | Room 614, Building T1, Zhangjiang Science Gate, Pudong New District, Shanghai / R&D Center: 5th Floor, Building 11, Gangcheng Plaza, 33 Shuiyun Road, Pudong New District, Shanghai

contact@tyrionai.com

-0-1-2-3-4-5-6-7

Transforming expertise into business impact.

Professional experience × AI Agent x feedback data = Industry AI expert twin

©2025 Tyrion.ai. All rights reserved.

Shanghai Tyrion.ai Co., Ltd. | Room 614, Building T1, Zhangjiang Science Gate, Pudong New District, Shanghai / R&D Center: 5th Floor, Building 11, Gangcheng Plaza, 33 Shuiyun Road, Pudong New District, Shanghai

contact@tyrionai.com

-0-1-2-3-4-5-6-7

Transforming expertise into business impact.

Professional experience × AI Agent x feedback data = Industry AI expert twin

©2025 Tyrion.ai. All rights reserved.

Shanghai Tyrion.ai Co., Ltd. | Room 614, Building T1, Zhangjiang Science Gate, Pudong New District, Shanghai / R&D Center: 5th Floor, Building 11, Gangcheng Plaza, 33 Shuiyun Road, Pudong New District, Shanghai

contact@tyrionai.com

-0-1-2-3-4-5-6-7