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Service 1

AI Strategy & Advisory

Unlock the Full Potential of AI for Your Business

We collaborate

Icons for AI-driven opportunity assessment and strategic planning.

Assess Opportunities

We identify areas within your business that can benefit from AI technologies, focusing on improving operational efficiency, customer experience, and innovation.

Illustration of a custom AI roadmap, highlighting milestones and goal setting.

Custom AI Roadmap

We develop a comprehensive AI strategy that aligns with your long-term business goals, ensuring you invest in the right solutions.

Illustration of technology evaluation with assessment and comparison icons. Highlights the process of reviewing and selecting tech solutions.

Technology Evaluation

We help you navigate the vast AI ecosystem, selecting the most suitable technologies, platforms, and tools that fit your business requirements.

Illustration of AI implementation guidance with directional icons. Emphasizes planning steps and structured guidance.

Implementation Guidance

From prototyping to scaling AI initiatives, we support you through every phase, ensuring a seamless integration with your existing systems.

Illustration of ethical AI practices, highlighting fairness and accountability. Includes symbols like a balance scale or shield.

Ethical AI Practices

We prioritize responsible AI implementation, ensuring data privacy, fairness, and transparency in all solutions.

10-10-10 Approach

Empower Your Business with AI – Fast and Efficiently our unique method of 10-10-10

10 Hours

Illustration of use case evaluation with analysis and decision-making icons. Focuses on assessing potential applications for optimal outcomes.

Use Case Evaluation

In just 10 hours, we work closely with your team to understand your business needs and identify the most impactful AI use cases. Our quick but thorough assessment ensures we pinpoint opportunities that align with your strategic objectives.

10 Days

llustration of mockup development with design and prototype icons. Represents the creation of preliminary design models.

Mock-up Development

Once we’ve identified the right use case, we develop a mock-up of the AI solution in just 10 days. This rapid prototyping gives you a clear vision of the potential impact, allowing you to visualize how AI can transform your operations, customer experience, and decision-making.

10 Weeks

Illustration of a proof of concept, showcasing initial project validation steps. Symbols may include checkmarks or prototype icons to represent testing phases.

Proof of Concept (PoC)

In 10 weeks, we deliver a working Proof of Concept (PoC) that showcases the tangible benefits of AI for your business. Our experts collaborate with your team to implement the solution, integrate it with your systems, and fine-tune it for optimal performance.

Service 2

Custom AI Solutions

Tailored AI and Machine Learning for Your Unique Business Needs

Our custom AI solutions include:

Bespoke Model Development

We create AI models from scratch, fine-tuned to address your business needs, industry challenges, and data environment.

Illustration of ethical AI practices, highlighting fairness and transparency.

End-to-End Integration

From initial strategy and data preparation to model deployment and scaling, we provide seamless integration of AI into your existing systems.

Illustration depicting continuous progress and iterative development processes.

Continuous Improvement

AI is always evolving, and so are our solutions. We ensure your AI models remain accurate, efficient, and up-to-date with the latest advancements in machine learning technology.

Service 3

Data Analytics & Insights

Transform Data into Actionable Insights with AI

AI data analysis with icons for data processing and predictive insights.

AI-Powered Data Analysis

We apply cutting-edge AI algorithms to uncover hidden patterns, trends, and opportunities within your data, delivering insights that drive growth and efficiency.

Illustration of real-time analysis with data flow and live monitoring icons. Emphasizes immediate insights and continuous data updates.

Real-Time Analytics

Stay ahead of the curve with real-time data analytics that provide up-to-date insights, helping you respond quickly to changing market conditions and business demands.

Illustration of customizable dashboards with charts and reports. Highlights data visualization for real-time insights.

Custom Dashboards & Reports

We design intuitive dashboards and detailed reports that present complex data in an easily digestible format, giving your teams the tools they need to make informed, strategic decisions.

Illustration of analytics focused on prediction and prescription. Features trend icons for data-driven decision making.

Predictive & Prescriptive Analytics

Our AI models not only analyze past data but also predict future outcomes and prescribe the best course of action, helping you anticipate challenges and seize opportunities before they arise.

Service 4

Data Governance & Compliance

Ensuring Data Quality, Privacy, and Security in AI Projects

We help you:

Illustration of data quality assurance, focusing on accuracy and reliability. Features icons for data validation and consistency.

Guarantee Data Quality

We implement rigorous data management practices to ensure the accuracy, consistency, and reliability of the data used in your AI models. This leads to more effective, trustworthy outcomes.

Illustration emphasizing data privacy and security with a shield icon. Represents protection and confidentiality in digital systems.

Ensure Privacy & Security

Protecting sensitive information is at the core of our approach. We implement robust data protection strategies, ensuring your AI systems meet all security protocols and comply with global privacy regulations like GDPR and CCPA.

Adhere to Legal & Ethical Standards

Our experts ensure your AI projects align with regulatory requirements and industry standards, promoting ethical AI use that respects fairness, transparency, and accountability.

Illustration of data governance with structured data and policy icons. Represents frameworks for data compliance and control.

Implement Data Governance Frameworks

We build comprehensive data governance frameworks that support effective data usage, access control, and lifecycle management, giving you full control and traceability over your data.

Service 5

AI Training & Enablement

Upskill Your Team with AI Knowledge and Best Practices

Our training services include:

Illustration of AI training programs with symbols of education and skill-building

Comprehensive AI Training Programs

We offer tailored training modules, from beginner-level AI fundamentals to advanced machine learning and data science techniques, ensuring your team is well-prepared for AI-driven transformation.

Hands-On Learning

We provide practical, hands-on training sessions where your team can work directly with AI tools and frameworks, gaining real-world experience in building and deploying AI solutions.

Illustration of AI applications tailored to industry needs. Highlights customized AI solutions for different sectors.

Industry-Specific AI Use Cases

We incorporate relevant AI applications based on your industry, helping your team understand how to apply AI technologies to solve real business problems.

Illustration of ethical AI practices, featuring fairness and transparency elements.

Best Practices & Ethical AI

Our training emphasizes AI best practices, covering topics like responsible AI use, data privacy, and ethical considerations to ensure your AI initiatives are aligned with legal and moral standards.

Use Cases

% of impact of revenue across the industries

Industries

Advanced electronics/ semiconductors

Aerospace and defense

Agriculture

Automotive & Assembly

Banking

Basic materials

Chemicals

Consumer packaged goods

Health-care systems and services

High tech

Insurance

Media and entertainment

Oil and gas

Pharmaceuticals and medical products

Public and social sector

Retail

Telecommunications

Transport and logistics

Travel

0

2

4

6

8

10

12

14

16

18

20

Customized Offerings,
Pricing & Promotion,
Channel Management,
Lead Generation,
Marketing Budget allocation

Customer Service Management,
Customized Offerings,
Pricing & Promotion,
Chrun Reduction,
Channel Management,
Lead Generation,
Marketing Budget Allocation

Pricing & Promotion,
Channel Management

Customer Service Management,
Customized Offerings,
Pricing & Promotion

Customer Service Management,
Customized Offerings,
Pricing & Promotion,
Churn Reduction,
Channel Management,
Lead Generation,
Marketing Budget Allocation

Customer Service Management,
Customized Offerings,
Pricing & Promotion,
Churn Reduction,
Channel Management,
Lead Generation,
Marketing Budget Allocation

Pricing & Promotion,
Lead Generation

Marketing Budget allocation,
Pricing & Promotion,
Channel Management

Customer Service Management,
Pricing & Promotion,
Chrun reduction

Customized Offerings,
Chrun Reduction,
Channel Management,
Lead Generation,
Marketing Budget allocation

Customer Service Management,
Customized Offerings,
Pricing & Promotion,
Chrun Reduction,
Channel Management,
Lead Generation,
Marketing Budget Allocation

Customer Service Management,
Pricing  & Promotion,
Chrun Reduction,
Channel Management,
Lead Generation,
Marketing Budget Allocation

Pricing & Promotion

Customized Offerings,
Chrun Reduction,
Channel Management,
Lead Generation,
Marketing Budget Allocation

Customer Service Management,
Pricing & Promotion

Customer Service Management,
Customized Offerings,
Pricing & Promotion,
Lead Generation,
Marketing Budget Allocation

Customer Service Management,
Customized Offerings,
Pricing & Promotion,
Chrun Reduction,
Channel Management,
Lead Generation,
Marketing Budget Allocation

Customer Service Management,
Customized Offerings

Customer Service Management,
Customized Offerings
Customized Offerings Pricing & Promotion
Chrun Reduction

Source: McKinsey & Company

Source: McKinsey & Company

% of impact of revenue across the industries

Industries

Advanced electronics/ semiconductors

Aerospace and defense

Agriculture

Automotive & Assembly

Banking

Basic materials

Chemicals

Consumer packaged goods

Health-care systems and services

High tech

Insurance

Media and entertainment

Oil and gas

Pharmaceuticals and medical products

Public and social sector

Retail

Telecommunications

Transport and logistics

Travel

0

1

2

3

4

5

6

7

8

9

10

Predictive Maintenance,
Procurement & Spend Analytics,
Sales and Demand Forecasting,
Yield, Energy, Throughput,
Logistics Network & Warehouse Optimization

Predictive Maintenance,
Procurement & Spend Analytics,
Sales And Demand Forecasting,
Inventory & Parts Optimization,
Logistics Network & Warehouse Optimization

Predictive Maintenance,
Procurement & Spend Analytics,
Sales and Demand Forecasting,
Inventory & Parts Optimization,
Logistics Network & Warehouse Optimization,
Yield,  Energy, Throughout

Predictive Maintenance
Procurement & Spend analytics,
Sales and Demand Forecasting,
Inventory & Parts Optimization,
Logistics Network & Warehouse Optimization,
Yield, Energy, Throughput

Predictive Maintenance,
Procurement & Spend Analytics,
Sales and Demand Forecasting,
Inventory & Parts Optimization,
Logistics Network & Warehouse Optimization

Predictive Maintenance,
Procurement & Spend Analytics,
Yield, Energy, Throughput,
Inventory & Parts Optimization

Predictive Maintenance,
Procurement & Spend Analytics,
Sales and Demand Forecasting,
Inventory & Parts Optimization,
Logistics Network & Warehouse Optimization,
Yield, Energy, Throughput

Predictive Maintenance,
Procurement & Spend Analytics,
Sales and Demand Forecasting,
Inventory & Parts Optimization,
Logistics Network & Warehouse Optimization

Procurement & Spend Analytics,
Yield, Energy, Throughput

Predictive Maintenance

Predictive Maintenance,
Yield, Energy, Throughput,
Procurement & Spend analytics,
Sales And Demand forecasting,
Inventory & Parts Optimization,
Warehouse Optimization,
Transport Optimization

Predictive Maintenance,
Procurement & Spend analytics,
Sales and Demand Forecasting,
Inventory & Parts Optimization,
Yield, Energy, Throughput

Predictive Maintenance
Procurement & Spend Analytics

Sales  And Demand Forecasting,
Inventory  & Parts Optimization,
Logistics  Network & Warehouse Optimization

Predictive Maintenance,
Procurement & Spend analytics

Predictive Maintenance,
Procurement & Spend analytics,
Sales and demand forecasting,
Inventory & Parts Optimization,
Logistics Network & Warehouse Optimization

Procurement & Spend analytics,
Sales and demand forecasting,
Logistics Network & Warehouse Optimization,
Yield, Energy, Throughput

Source: McKinsey & Company

Source: McKinsey & Company

% of impact of revenue across the industries

Industries

Advanced electronics/ semiconductors

Aerospace and defense

Agriculture

Automotive & Assembly

Banking

Basic materials

Chemicals

Consumer packaged goods

Health-care systems and services

High tech

Insurance

Media and entertainment

Oil and gas

Pharmaceuticals and medical products

Public and social sector

Retail

Telecommunications

Transport and logistics

Travel

0

1

2

3

4

5

6

7

8

9

10

Risk Modelling,
Fraud & Debt Analytics

Fraud & Debt Analytics

Risk Modelling,
Fraud & Debt Analytics

Fraud & Debt Analytics

Fraud & Debt Analytics

Risk Modelling,
Fraud & Debt Analytics

Fraud & Debt Analytics

Risk Modelling

Risk Modelling

Risk Modelling

Fraud & Debt Analytics

Source: McKinsey & Company

Source: McKinsey & Company

% of impact of revenue across the industries

Industries

Advanced electronics/ semiconductors

Aerospace and defense

Agriculture

Automotive & Assembly

Banking

Basic materials

Chemicals

Consumer packaged goods

Health-care systems and services

High tech

Insurance

Media and entertainment

Oil and gas

Pharmaceuticals and medical products

Public and social sector

Retail

Telecommunications

Transport and logistics

Travel

0

1

2

3

4

5

6

7

8

9

10

Smart CAPEX (Feed Forward, Recurrent Neural Networks, Convolution Neural Networks Other AI)

Smart CAPEX (Feed Forward, Recurrent Neural Networks, Convolution Neural Networks Other AI)

Smart CAPEX (Feed Forward, Recurrent Neural Networks, Convolution Neural Networks Other AI)

Smart CAPEX (Feed Forward, Recurrent Neural Networks, Convolution Neural Networks Other AI)

Smart CAPEX (Feed Forward, Recurrent Neural Networks, Convolution Neural Networks Other AI)

Smart CAPEX (Feed Forward, Recurrent Neural Networks, Convolution Neural Networks Other AI)

Smart CAPEX (Feed Forward, Recurrent Neural Networks, Convolution Neural Networks Other AI)

Smart CAPEX (Feed Forward, Recurrent Neural Networks, Convolution Neural Networks Other AI)

Source: McKinsey & Company

Source: McKinsey & Company

% of impact of revenue across the industries

Industries

Advanced electronics/ semiconductors

Aerospace and defense

Agriculture

Automotive & Assembly

Banking

Basic materials

Chemicals

Consumer packaged goods

Health-care systems and services

High tech

Insurance

Media and entertainment

Oil and gas

Pharmaceuticals and medical products

Public and social sector

Retail

Telecommunications

Transport and logistics

Travel

0

0.5

1

1.5

2

2.5

3

3.5

4

4.5

5

Product Development Cycle Optimization,
Product Feature Optimization

Product Development Cycle Optimization,
Product Feature Optimization

Product Development Cycle Optimization,

Product Development Cycle Optimization,
Product Feature Optimization

Product Development Cycle Optimization,
Product Feature Optimization

Product Development Cycle Optimization

Product Development Cycle Optimization

Product Development Cycle Optimization,
Product Feature Optimization

Product Feature Optimization

Source: McKinsey & Company

Source: McKinsey & Company

% of impact of revenue across the industries

Industries

Advanced electronics/ semiconductors

Aerospace and defense

Agriculture

Automotive & Assembly

Banking

Basic materials

Chemicals

Consumer packaged goods

Health-care systems and services

High tech

Insurance

Media and entertainment

Oil and gas

Pharmaceuticals and medical products

Public and social sector

Retail

Telecommunications

Transport and logistics

Travel

0

0.5

1

1.5

2

2.5

3

3.5

4

4.5

5

Task Automation,
Workforce Productivity And Efficiency

Task Automation,
Workforce Productivity And Efficiency

Task Automation,
Workforce Productivity And Efficiency

Task Automation,
Workforce Productivity And Efficiency

Task Automation,
Workforce Productivity And Efficiency

Task Automation,
Workforce Productivity And Efficiency

Task Automation,
Workforce Productivity And Efficiency

Task Automation,
Workforce Productivity And Efficiency

Task Automation,
Workforce Productivity And Efficiency

Task Automation,
Workforce Productivity And Efficiency

Task Automation,
Workforce Productivity And Efficiency

Task Automation,
Workforce Productivity And Efficiency

Task Automation,
Workforce Productivity And Efficiency

Task Automation,
Workforce Productivity And Efficiency

Workforce Productivity And Efficiency

Task Automation,
Workforce Productivity And Efficiency

Task Automation,
Workforce Productivity And Efficiency

Task Automation,
Workforce Productivity And Efficiency

Task Automation,
Workforce Productivity And Efficiency

Source: McKinsey & Company

Source: McKinsey & Company

% of impact of revenue across the industries

Industries

Advanced electronics/ semiconductors

Aerospace and defense

Agriculture

Automotive & Assembly

Banking

Basic materials

Chemicals

Consumer packaged goods

Health-care systems and services

High tech

Insurance

Media and entertainment

Oil and gas

Pharmaceuticals and medical products

Public and social sector

Retail

Telecommunications

Transport and logistics

Travel

0

0.5

1

1.5

2

2.5

3

3.5

4

4.5

5

Predictive Service

Predictive Service

Predictive Service

Predictive Service

Predictive Service

Predictive Service

Predictive Service

Predictive Service

Source: McKinsey & Company

Source: McKinsey & Company

% of impact of revenue across the industries

Industries

Advanced electronics/ semiconductors

Aerospace and defense

Agriculture

Automotive & Assembly

Banking

Basic materials

Chemicals

Consumer packaged goods

Health-care systems and services

High tech

Insurance

Media and entertainment

Oil and gas

Pharmaceuticals and medical products

Public and social sector

Retail

Telecommunications

Transport and logistics

Travel

0

0.1

0.2

0.3

0.4

0.5

0.6

0.7

0.8

0.9

1

Analytics Driven Accounting & It,
Currency Pair Forecasting

Analytics Driven Accounting & It,
Currency Pair Forecasting

Analytics Driven Accounting & It,
Currency Pair Forecasting

Analytics Driven Accounting & It,
Currency Pair Forecasting

Analytics Driven Accounting & It,
Currency Pair Forecasting

Analytics Driven Accounting & It,
Currency Pair Forecasting

Analytics Driven Accounting & It,
Currency Pair Forecasting

Analytics Driven Accounting & It,
Currency Pair Forecasting

Analytics Driven Accounting & It

Analytics Driven Accounting & It,
Currency Pair Forecasting

Analytics Driven Accounting & It,
Currency Pair Forecasting

Analytics Driven Accounting & It,
Currency Pair Forecasting

Analytics Driven Accounting & It,
Currency Pair Forecasting

Analytics Driven Accounting & It,
Currency Pair Forecasting

Analytics Driven Accounting & It

Analytics Driven Accounting & It,
Currency Pair Forecasting

Analytics Driven Accounting & It,
Currency Pair Forecasting

Analytics Driven Accounting & It,
Currency Pair Forecasting

Analytics Driven Accounting & It

Source: McKinsey & Company

Source: McKinsey & Company

% of impact of revenue across the industries

Industries

Advanced electronics/ semiconductors

Aerospace and defense

Agriculture

Automotive & Assembly

Banking

Basic materials

Chemicals

Consumer packaged goods

Health-care systems and services

High tech

Insurance

Media and entertainment

Oil and gas

Pharmaceuticals and medical products

Public and social sector

Retail

Telecommunications

Transport and logistics

Travel

0

0.1

0.2

0.3

0.4

0.5

0.6

0.7

0.8

0.9

1

Analytics Drive Hiring & Retention (Feed Forward, Recurrent Neural Networks, Convolution Neural Networks Other AI),
End To End Global Mobility

Analytics Drive Hiring & Retention (Feed Forward, Recurrent Neural Networks, Convolution Neural Networks Other AI),
End To End Global Mobility

Analytics Drive Hiring & Retention (Feed Forward, Recurrent Neural Networks, Convolution Neural Networks Other AI),
End To End Global Mobility

Analytics Drive Hiring & Retention (Feed Forward, Recurrent Neural Networks, Convolution Neural Networks Other AI),
End To End Global Mobility

Analytics Drive Hiring & Retention (Feed Forward, Recurrent Neural Networks, Convolution Neural Networks Other AI),
End To End Global Mobility

Analytics Drive Hiring & Retention (Feed Forward, Recurrent Neural Networks, Convolution Neural Networks Other AI),
End To End Global Mobility

Analytics Drive Hiring & Retention (Feed Forward, Recurrent Neural Networks, Convolution Neural Networks Other AI),
End To End Global Mobility

Analytics Drive Hiring & Retention (Feed Forward, Recurrent Neural Networks, Convolution Neural Networks Other AI),
End To End Global Mobility

Analytics Drive Hiring & Retention (Feed Forward, Recurrent Neural Networks, Convolution Neural Networks Other AI),
End To End Global Mobility

Analytics Drive Hiring & Retention (Feed Forward, Recurrent Neural Networks, Convolution Neural Networks Other AI)

Analytics Drive Hiring & Retention (Feed Forward, Recurrent Neural Networks, Convolution Neural Networks Other AI),
End To End Global Mobility

Analytics Drive Hiring & Retention (Feed Forward, Recurrent Neural Networks, Convolution Neural Networks Other AI),
End To End Global Mobility

Analytics Drive Hiring & Retention (Feed Forward, Recurrent Neural Networks, Convolution Neural Networks Other AI)

Analytics Drive Hiring & Retention (Feed Forward, Recurrent Neural Networks, Convolution Neural Networks Other AI),
End To End Global Mobility

Analytics Drive Hiring & Retention (Feed Forward, Recurrent Neural Networks, Convolution Neural Networks Other AI)

Analytics Drive Hiring & Retention (Feed Forward, Recurrent Neural Networks, Convolution Neural Networks Other AI)

Analytics Drive Hiring & Retention (Feed Forward, Recurrent Neural Networks, Convolution Neural Networks Other AI),
End To End Global Mobility

Analytics Drive Hiring & Retention (Feed Forward, Recurrent Neural Networks, Convolution Neural Networks Other AI),
End To End Global Mobility

Analytics Drive Hiring & Retention (Feed Forward, Recurrent Neural Networks, Convolution Neural Networks Other AI),
End To End Global Mobility

Analytics Drive Hiring & Retention (Feed Forward, Recurrent Neural Networks, Convolution Neural Networks Other AI),
End To End Global Mobility

Source: McKinsey & Company

Source: McKinsey & Company

Service 5

Engineering Services

We provide engineering analysis services using Finite Element Method (FEM) based modelling and simulation of devices and systems.

Our training services include:

Illustration of ethical AI practices, featuring fairness and transparency elements.

Custom solutions

We can provide product specific solutions using a combination of Multiphysics simulations, analytical and numerical methods.
Multiphysics Modelling: view more
Coupled simulations of electromagnetics, heat, structure, fluid flow, and acoustics.
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Electromagnetics Expertise: view more
Low-frequency analysis for devices like transformers and motors, serving diverse industries.

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Illustration of AI training programs with symbols of education and skill-building

Product Design

We enable you to optimize product designs using Multiphysics simulations, reduce design iterations and expedite the time to market.

Failure Analysis

Through device modelling and simulation, we empower you to identify the causes of failure, and build more robust designs.

Illustration of AI applications tailored to industry needs. Highlights customized AI solutions for different sectors.

Research

We support your research endeavours by employing coupled simulations involving multiple physics such as electromagnetics, heat transfer and structural analysis.

Illustration of ethical AI practices, featuring fairness and transparency elements.

Training

We provide comprehensive training courses for modelling and simulation using COMSOL Multiphysics software. These include intensive training for the AC/DC module. We can also
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provide COMSOL Multiphysics training for Geometry, Meshing, Solvers, Results and Visualization.
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