One platform for context, intelligence, action, orchestration, and governance built to run people and AI agents as a single, unified workforce. Three capabilities the AI's top performers already have.
One platform for context, intelligence, action, orchestration, and governance built to run people and AI agents as a single, unified workforce. Three capabilities the AI's top performers already have.
One platform for context, intelligence, action, orchestration, and governance built to run people and AI agents as a single, unified workforce. Three capabilities the AI's top performers already have.
Institutional context at machine scale
AI reasons across a live, connected map of the enterprise. Recommendations become actions with real financial consequence.
Institutional context at machine scale
AI reasons across a live, connected map of the enterprise. Recommendations become actions with real financial consequence.
Institutional context at machine scale
AI reasons across a live, connected map of the enterprise. Recommendations become actions with real financial consequence.
People and AI coordinated as one workforce
Handoffs are designed, not improvised. Individual gains accumulate into margin visible in quarterly results.
People and AI coordinated as one workforce
Handoffs are designed, not improvised. Individual gains accumulate into margin visible in quarterly results.
People and AI coordinated as one workforce
Handoffs are designed, not improvised. Individual gains accumulate into margin visible in quarterly results.
Governance embedded at every level
Policy enforced at creation. Every action traceable, every decision auditable investment reaches production and the P&L.
Governance embedded at every level
Policy enforced at creation. Every action traceable, every decision auditable investment reaches production and the P&L.
Governance embedded at every level
Policy enforced at creation. Every action traceable, every decision auditable investment reaches production and the P&L.
How it works : five connected layers
How it works : five connected layers
How it works : five connected layers
Nothing is ripped out. Everything you already run is made smarter, faster, and governed.
Nothing is ripped out. Everything you already run is made smarter, faster, and governed.
The Enterprise Trust Layer, in detail
The Enterprise Trust Layer, in detail
The Enterprise Trust Layer, in detail
Governance isn't a compliance checkbox added after deployment ,it's architectural, enforced at the point of creation, wrapping every layer below it.
Governance isn't a compliance checkbox added after deployment ,it's architectural, enforced at the point of creation, wrapping every layer below it.
Clear guardrails
Defines what agents and humans can each do, and precisely when a human needs to step in.
Clear guardrails
Defines what agents and humans can each do, and precisely when a human needs to step in.
Clear guardrails
Defines what agents and humans can each do, and precisely when a human needs to step in.
Auditable
Every decision can be reviewed by legal and compliance before or after the fact, on demand.
Auditable
Every decision can be reviewed by legal and compliance before or after the fact, on demand.
Auditable
Every decision can be reviewed by legal and compliance before or after the fact, on demand.
Traceable
Every action is logged end-to-end a full, inspectable record of what happened and why.
Traceable
Every action is logged end-to-end a full, inspectable record of what happened and why.
Traceable
Every action is logged end-to-end a full, inspectable record of what happened and why.
Accountable
Every handoff between a person and an agent has a name attached to it no ambiguous ownership.
Accountable
Every handoff between a person and an agent has a name attached to it no ambiguous ownership.
Accountable
Every handoff between a person and an agent has a name attached to it no ambiguous ownership.
Built on three proven Siemens platforms
Built on three proven Siemens platforms
Built on three proven Siemens platforms
ICX unifies three mature platforms into a single governed architecture.
ICX unifies three mature platforms into a single governed architecture.
Graph Studio
Graph Studio
Context & knowledge graph
Context & knowledge graph
Knits together siloed enterprise data into one cohesive, connected data layer the foundation for everything AI reasons across.
Knits together siloed enterprise data into one cohesive, connected data layer the foundation for everything AI reasons across.
AI Studio
AI Studio
AI / ML modeling & agent building
AI / ML modeling & agent building
An AI factory that takes agentic and predictive AI projects from proof of concept to production, with governance built in.
An AI factory that takes agentic and predictive AI projects from proof of concept to production, with governance built in.
Mendix
Mendix
Agentic app dev & orchestration
Agentic app dev & orchestration
Low-code visual development and multi-agent orchestration deploy anywhere: cloud, on-prem, or the shop floor.
Low-code visual development and multi-agent orchestration deploy anywhere: cloud, on-prem, or the shop floor.
One cohesive data layer, many sources
One cohesive data layer, many sources
One cohesive data layer, many sources
A lightweight overlay that integrates and elevates siloed data across the enterprise without ripping anything out.
A lightweight overlay that integrates and elevates siloed data across the enterprise without ripping anything out.
From proof of concept to production
From proof of concept to production
From proof of concept to production
An AI factory that gets agentic and generative AI projects out of the lab and into the business, with governance built in.
An AI factory that gets agentic and generative AI projects out of the lab and into the business, with governance built in.
AI / ML
AI / ML
Jupyter Notebooks + VS Code
Integration with the coding tools expert data scientists and engineers already use.
Jupyter Notebooks + VS Code
Integration with the coding tools expert data scientists and engineers already use.
Jupyter Notebooks + VS Code
Integration with the coding tools expert data scientists and engineers already use.
Governance of coding facilities
Flexible governance of Python environments, scoped globally or per use case.
Governance of coding facilities
Flexible governance of Python environments, scoped globally or per use case.
Governance of coding facilities
Flexible governance of Python environments, scoped globally or per use case.
MLOps
Monitor, manage, and get feedback from production AI models over time.
MLOps
Monitor, manage, and get feedback from production AI models over time.
MLOps
Monitor, manage, and get feedback from production AI models over time.
Resource management & cost control
Fine-grained allocation of RAM, CPU, and GPU across projects and use cases.
Resource management & cost control
Fine-grained allocation of RAM, CPU, and GPU across projects and use cases.
Resource management & cost control
Fine-grained allocation of RAM, CPU, and GPU across projects and use cases.
Agentic & generative AI
Visual agent development
Build AI agents in visual workflows arbitrary workflows become usable tools.
Prompt studio
Compose, inject data into, compare, and evaluate prompts in one interface.
Local LLM deployment
Deploy any fine-tuned or out-of-the-box LLM locally on available compute.
Evaluation with LLMs as judges
Use any LLM to evaluate others on accuracy, fairness, and privacy compliance.
Turn data and AI into agentic workflows
Turn data and AI into agentic workflows
Turn data and AI into agentic workflows
Low-code development and multi-agent orchestration — the layer CCG knows best.
Low-code development and multi-agent orchestration — the layer CCG knows best.
Agentic development
Conquer software complexity and deliver faster with collaborative, AI-powered visual development.
Agentic development
Conquer software complexity and deliver faster with collaborative, AI-powered visual development.
Agentic development
Conquer software complexity and deliver faster with collaborative, AI-powered visual development.
Agentic orchestration
Orchestrate a hybrid workforce of humans and agents across systems with workflow, case management, and multi-agent orchestration.
Agentic orchestration
Orchestrate a hybrid workforce of humans and agents across systems with workflow, case management, and multi-agent orchestration.
Agentic orchestration
Orchestrate a hybrid workforce of humans and agents across systems with workflow, case management, and multi-agent orchestration.
Deployment flexibility
Deploy aligned to your business needs: public cloud, private cloud, air-gapped, or the shop floor.
Deployment flexibility
Deploy aligned to your business needs: public cloud, private cloud, air-gapped, or the shop floor.
Deployment flexibility
Deploy aligned to your business needs: public cloud, private cloud, air-gapped, or the shop floor.
Multi-experience
Deploy across devices and modalities web, native mobile, tablets, AR/VR, and conversational UIs.
Multi-experience
Deploy across devices and modalities web, native mobile, tablets, AR/VR, and conversational UIs.
Multi-experience
Deploy across devices and modalities web, native mobile, tablets, AR/VR, and conversational UIs.
Why CCG as your delivery partner
Why CCG as your delivery partner
Why CCG as your delivery partner
ICX is the platform. CCG is the team that gets it running inside your business.
ICX is the platform. CCG is the team that gets it running inside your business.
Automotive & manufacturing depth
Automotive & manufacturing depth
Automotive & manufacturing depth
Deep domain expertise across automotive and manufacturing clients, with real OT/IT convergence experience.
Deep domain expertise across automotive and manufacturing clients, with real OT/IT convergence experience.
Deep domain expertise across automotive and manufacturing clients, with real OT/IT convergence experience.
Mendix is our largest practice
Mendix is our largest practice
Mendix is our largest practice
Mendix , one of ICX's own building blocks is CCG's most established, longest-running service line.
Mendix , one of ICX's own building blocks is CCG's most established, longest-running service line.
Mendix , one of ICX's own building blocks is CCG's most established, longest-running service line.
Industrial automation expertise
Industrial automation expertise
Industrial automation expertise
Hands-on with PLC/SCADA integration and shop-floor systems the layer ICX needs to connect to.
Hands-on with PLC/SCADA integration and shop-floor systems the layer ICX needs to connect to.
Hands-on with PLC/SCADA integration and shop-floor systems the layer ICX needs to connect to.
Partnership, not just delivery
Partnership, not just delivery
Partnership, not just delivery
We position as a strategic partner across engagement models time & materials, managed services, and turnkey.
We position as a strategic partner across engagement models time & materials, managed services, and turnkey.
We position as a strategic partner across engagement models time & materials, managed services, and turnkey.
Where CCG maps to each ICX layer
Where CCG maps to each ICX layer
Where CCG maps to each ICX layer
Every architectural layer of ICX has a matching CCG practice already in place.
Every architectural layer of ICX has a matching CCG practice already in place.
ICX layer
What it requires
CCG's match
Knowledge Graph & Context
Knowledge Graph & Context
Knowledge Graph &
Context
Data modeling, ontologies, enterprise integration
Data modeling, ontologies, enterprise integration
Data modeling, ontologies, enterprise integration
Enterprise Integration + Business Intelligence (Snowflake, Power BI, Azure)
Enterprise Integration + Business Intelligence (Snowflake, Power BI, Azure)
Enterprise Integration + Business Intelligence (Snowflake, Power BI, Azure)
AI / ML Modeling
AI / ML Modeling
Model training, MLOps, cost & resource control
Model training, MLOps, cost & resource control
Model training,
MLOps, cost &
resource control
BI practice + emerging AI practice (Azure AI Foundry, RAG)
BI practice + emerging AI practice (Azure AI Foundry, RAG)
Model training, MLOps, cost & resource control
Agentic Development
Agentic Development
Low-code agent and app building
Low-code agent and app building
Low-code agent
and app building
Mendix practice CCG's largest and most established service line
Mendix practice CCG's largest and most established service line
Mendix practice CCG's largest and most established service line
Process Orchestration
Process Orchestration
Workflow automation across systems
Workflow automation across systems
Workflow
automation
across systems
Enterprise Integration practice (APIs, middleware, data pipelines)
Enterprise Integration practice (APIs, middleware, data pipelines)
Workflow automation across systems
Enterprise Trust Layer
Enterprise Trust Layer
Governance, traceability, auditability
Governance, traceability, auditability
Governance, traceability, auditability
IT Operations + Industrial Automation (OT/IT compliance experience)
IT Operations + Industrial Automation (OT/IT compliance experience)
IT Operations + Industrial Automation (OT/IT compliance experience)
Our engagement approach
Our engagement approach
Our engagement approach
A phased path from assessment to a scaled, governed hybrid workforce.
A phased path from assessment to a scaled, governed hybrid workforce.
1
2–3 weeks
Assess
Map current systems, data, and workflows against the three gaps context, execution,
1
2–3 weeks
Assess
Map current systems, data, and workflows against the three gaps context, execution,
1
2–3 weeks
Assess
Map current systems, data, and workflows against the three gaps context, execution,
2
3–4 week
Design
Architect the knowledge graph, agent workflows, and governance model for your business.
2
3–4 week
Design
Architect the knowledge graph, agent workflows, and governance model for your business.
2
3–4 week
Design
Architect the knowledge graph, agent workflows, and governance model for your business.
3
8–12 weeks
Build
mplement on Graph Studio, AI Studio, and Mendix CCG's core delivery strength.
3
8–12 weeks
Build
mplement on Graph Studio, AI Studio, and Mendix CCG's core delivery strength.
3
8–12 weeks
Build
mplement on Graph Studio, AI Studio, and Mendix CCG's core delivery strength.
4
Ongoing
Scale
Extend the hybrid workforce across functions with measurable, governed earnings impact.
4
Ongoing
Scale
Extend the hybrid workforce across functions with measurable, governed earnings impact.
4
Ongoing
Scale
Extend the hybrid workforce across functions with measurable, governed earnings impact.
Indicative timeline for a first application area; scope and duration vary by client landscape.
Indicative timeline for a first application area; scope and duration vary by client landscape.
Indicative timeline for a first application area; scope and duration vary by client landscape.
Ready to close the AI gap?
Ready to close the AI gap?
Ready to close the AI gap?
Let's assess where your organization stands on context, execution, and governance and build a roadmap to a governed, hybrid AI workforce with Intelligence Center X.
Let's assess where your organization stands on context, execution, and governance and build a roadmap to a governed, hybrid AI workforce with Intelligence Center X.
Agentic & generative AI
Visual agent development
Build AI agents in visual workflows — arbitrary workflows become usable tools.
Prompt studio
Compose, inject data into, compare, and evaluate prompts in one interface.
Local LLM deployment
Deploy any fine-tuned or out-of-the-box LLM locally on available compute.
Evaluation with LLMs as judges
Use any LLM to evaluate others on accuracy, fairness, and privacy compliance.
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