VOLIS METHOD
VOLIS METHOD
How Volis integrates AI into business operations
From data capture to ontology and AI applications, we integrate artificial intelligence directly into business operations, transforming operational data into actionable decisions and concrete results.
Data integration and enrichment
Data ontology
Artificial intelligence
Data integration and enrichment
Data Integration & Quality
We connect and consolidate diverse data sources into a unified, high-quality environment. This stage involves cleansing, validating, and enriching raw information to ensure it is accurate, reliable, and perfectly structured to drive meaningful business insights.
Data Integration & Quality
We connect and consolidate diverse data sources into a unified, high-quality environment. This stage involves cleansing, validating, and enriching raw information to ensure it is accurate, reliable, and perfectly structured to drive meaningful business insights.
Data Integration & Quality
We connect and consolidate diverse data sources into a unified, high-quality environment. This stage involves cleansing, validating, and enriching raw information to ensure it is accurate, reliable, and perfectly structured to drive meaningful business insights.
Data Integration & Quality
We connect and consolidate diverse data sources into a unified, high-quality environment. This stage involves cleansing, validating, and enriching raw information to ensure it is accurate, reliable, and perfectly structured to drive meaningful business insights.
Operational Data Ontology
Map your digital assets into a semantic layer of real-world objects and their relationships. This ontology serves as the operational foundation for your business logic, providing a unified representation that allows both users and models to interact with entities, not just tables, with full context.
Operational Data Ontology
Map your digital assets into a semantic layer of real-world objects and their relationships. This ontology serves as the operational foundation for your business logic, providing a unified representation that allows both users and models to interact with entities, not just tables, with full context.
Operational Data Ontology
Map your digital assets into a semantic layer of real-world objects and their relationships. This ontology serves as the operational foundation for your business logic, providing a unified representation that allows both users and models to interact with entities, not just tables, with full context.
Operational Data Ontology
Map your digital assets into a semantic layer of real-world objects and their relationships. This ontology serves as the operational foundation for your business logic, providing a unified representation that allows both users and models to interact with entities, not just tables, with full context.
Data ontology
Applied Artificial Intelligence
Deploy intelligent applications and advanced models directly on top of the ontology. By grounding AI in your unique operational context, we enable complex reasoning and automated workflows that go beyond data processing, driving precise and high-impact decision-making at scale.
Applied Artificial Intelligence
Deploy intelligent applications and advanced models directly on top of the ontology. By grounding AI in your unique operational context, we enable complex reasoning and automated workflows that go beyond data processing, driving precise and high-impact decision-making at scale.
Applied Artificial Intelligence
Deploy intelligent applications and advanced models directly on top of the ontology. By grounding AI in your unique operational context, we enable complex reasoning and automated workflows that go beyond data processing, driving precise and high-impact decision-making at scale.
Applied Artificial Intelligence
Deploy intelligent applications and advanced models directly on top of the ontology. By grounding AI in your unique operational context, we enable complex reasoning and automated workflows that go beyond data processing, driving precise and high-impact decision-making at scale.
Artificial intelligence
/1
Artificial intelligence
/2
Data ontology
/3
Data integration and enrichment
OUR APPROACH
Volis Method
It is a structured approach to integrating AI into business operations. It begins with the integration and enrichment of operational data, moves through defining the business ontology and applying advanced analytics on that foundation, and culminates in the development of AI applications integrated into real workflows, supporting critical decisions with scale and security.
Artificial intelligence
Data ontology
Data integration and enrichment
/1
Artificial intelligence
/2
Data ontology
/3
Data integration and enrichment
OUR APPROACH
Volis Method
It is a structured approach to integrating AI into business operations. It begins with the integration and enrichment of operational data, moves through defining the business ontology and applying advanced analytics on that foundation, and culminates in the development of AI applications integrated into real workflows, supporting critical decisions with scale and security.
Artificial intelligence
Data ontology
Data integration and enrichment
/1
Artificial intelligence
/2
Data ontology
/3
Data integration and enrichment
OUR APPROACH
Volis Method
It is a structured approach to integrating AI into business operations. It begins with the integration and enrichment of operational data, moves through defining the business ontology and applying advanced analytics on that foundation, and culminates in the development of AI applications integrated into real workflows, supporting critical decisions with scale and security.
Artificial intelligence
Data ontology
Data integration and enrichment
OUR APPROACH
Volis Method
It is a structured approach to integrating AI into business operations. It begins with the integration and enrichment of operational data, moves through defining the business ontology and applying advanced analytics on that foundation, and culminates in the development of AI applications integrated into real workflows, supporting critical decisions with scale and security.
/1
Artificial intelligence
/2
Data ontology
/3
Data integration and enrichment
Artificial intelligence
Deploy intelligent models grounded in your operational context to enable automated workflows and precise decision-making.
Data ontology
Map data to real-world objects and relationships to provide a contextual, semantic foundation for your operations.
Data integration and enrichment
Consolidate and refine diverse data sources into a unified, high-quality foundation for reliable business insights.



Our specialists
Our specialists
Our specialists
The skills that underpin Volis projects
The skills that underpin Volis projects
Volis projects require a specific skill set to integrate AI into business operations, from strategy to execution. Our approach is based on two complementary pillars:
Volis projects require a specific skill set to integrate AI into business operations, from strategy to execution. Our approach is based on two complementary pillars:
Forward Deployed Engineer
Forward Deployed Engineer
Volis's Forward Deployed Engineers work directly with client teams in the field, translating real operational challenges into functional technical solutions. They combine strong engineering capabilities with a deep understanding of the operational context, ensuring that the solutions developed are adopted, scalable, and generate measurable impact on operations.
Volis's Forward Deployed Engineers work directly with client teams in the field, translating real operational challenges into functional technical solutions. They combine strong engineering capabilities with a deep understanding of the operational context, ensuring that the solutions developed are adopted, scalable, and generate measurable impact on operations.
Deployment Strategist
Deployment Strategist
The Deployment Strategist ensures that every Volis initiative is aligned with the client's strategic objectives and generates sustainable value. They act as a link between executives, operations, and technology, structuring the path from POC to scale and ensuring that data, AI, and digital solutions translate into better decisions and concrete results.
The Deployment Strategist ensures that every Volis initiative is aligned with the client's strategic objectives and generates sustainable value. They act as a link between executives, operations, and technology, structuring the path from POC to scale and ensuring that data, AI, and digital solutions translate into better decisions and concrete results.