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AI Agent Consulting for companies

Agentic AI from use case identification to productive rollout – securely and scalably integrated into your IT.

Authors

Hajo Börste

Partners

Top Consultant Award
Satisfied customers from SMEs and large corporations

Why Choose Ventum Consulting for AI Agent Consulting


: Over 1,500 Projects Completed

Large corporations and small-to-medium-sized businesses rely on our experience because we deliver what we promise—time and time again.

Over 20 Years of Consulting Expertise at

We know the pitfalls and the shortcuts—so you can get where you’re going faster.

100% Dedicated to Your
Business Success

We aren’t satisfied until you are, because it’s the measurable results that count. That’s how we measure our success.

Strategy through
Implementation

Everything from a single source—so there are no gaps between concept and impact that cost time and money.

+1,500 projects completed

Over 20 Years of Consulting Expertise

100% Dedicated to Your Business Success

From Strategy to Implementation

AI Agent Consulting – From Hype to Measurable Business Impact

Many companies are experimenting with AI. Few are building autonomous systems that really work operationally, because agentic AI goes beyond traditional AI applications.

What does Agentic AI mean for Ventum Consulting?

AI agents are autonomous, digital assistants that independently collect and evaluate information and translate it into concrete actions. AI agents plan, decide, coordinate tools and carry out tasks independently – embedded in existing processes.

Our AI Agent Consulting supports companies in this:

The result: autonomous AI systems with a clear value creation logic and resilient ROI.

A successful agentic AI strategy starts
with the right use cases

Not every task requires autonomous AI, but the right tasks generate exponential leverage.

The AI Agent Workshop produces:

  • prioritized agent use cases
  • ROI estimates
  • Risk analysis
  • Roadmap for implementation

Our services in AI Agent Consulting

Strategy & Architecture

AI strategy for Agentic AI

Definition of a clear target image for the use of autonomous AI agents - including use case prioritization, business case and scaling strategy.

Use case identification & scaling for Agentic AI

Conception of robust single- or multi-agent use cases with resilient ROI and clear implementation plan.

Tool
Integration & Implementation

Integration of APIs, ERP, CRM, databases and internal systems in agent-based workflows - securely and stably orchestrated.

MVP &
Pilot Build

Rapid development of validatable AI agent prototypes to measure real productivity and efficiency gains.

Governance, Risk & Compliance

EU AI Act & AI Agent Governance

Definition of decision limits, control mechanisms and approval logics for autonomous systems so that regulatory risks are controlled and audit security is ensured.

Risk management for autonomous systems

Identification and control of hallucination, wrong decisions, tool misuse and process risks.

Cyber Security

The development of data strategies, models and interfaces reduces the operational risks of Agentic AI and protects critical company assets.

Data & Infrastructure Foundation

Data readiness for agentic AI

Structured data architecture as the basis for reliable agent decisions.

Observability & Monitoring

Transparent traceability of agent decisions, tool calls and performance KPIs.

People, Change & Enablement

AI Operating Model

Definition of roles such as Agent Owner, AI Governance Lead, Prompt Architect and Technical Supervisor.

Change management for Agentic AI

Introduction of autonomous systems into existing processes - with clear responsibilities and an acceptance strategy.

Agentic AI Enablement

Training specialist departments in the use of AI agents, workflows and supervisory models.

Your experts for Agentic AI Consulting

Hajo Börste

AI Partners and Experts

Tobias Reuter

Principal and AI Expert

Ventum Consulting Tobias Reuther

Your benefits from Agentic AI Consulting

With Agentic AI Consulting, we not only enable the automation of repetitive tasks, but also complex, context-dependent and dynamic decision-making processes. Your agents take over both the decision-making logic and the continuous pursuit of objectives – for significantly greater efficiency in your company.

By taking over time-consuming routine tasks, Agentic AI creates more space for your teams to focus on strategic, creative and value-adding tasks. Automation through agents not only increases productivity, but also the innovative power of your employees.

With Agentic AI Consulting, we enable your AI agents to make autonomous decisions in real time – without any delays caused by coordination loops or manual intervention. This allows you to react to market changes at lightning speed and significantly accelerate your processes.

Our Agentic AI solutions combine the ability to analyze context with experience from past interactions and strategic goals. What this means for you: Your AI agents make informed decisions based on real, comprehensible data – increasing the quality and transparency of results.

Agentic AI allows you to take advantage of specialized agents that work together in parallel or sequentially – ideal for scaling processes with high volumes or growing complexity. Your agents adapt flexibly to grow with the requirements of your company.

With Agentic AI Consulting, we ensure that your AI agents are easily integrated into your existing IT environment. Our modern interface architectures guarantee efficient, cost-effective implementation without time-consuming migration processes.

Thanks to Agentic AI, all of your agents’ activities and their decision-making processes can be fully documented and analyzed. This not only increases transparency, but also ensures compliance and helps you to ensure the traceability of your decisions during audits.

Agentic AI Consulting lays the technological foundation for new digital products and automated services. Our solutions support you in developing data-driven business models and sustainably increasing your competitiveness.

AI Agent Consulting along your transformation phase

Companies go through various phases on the way from the initial idea to scalable value creation. Each phase brings its own challenges and is strongly influenced by the specific requirements of the business model. Together we identify decisive levers for a measurable ROI and develop concrete measures to achieve the goals.
01

Initial integration & strategy

We integrate AI into your company and develop a strategy with a clear high-value approach.
02

Selection of use cases

The central step of a successful AI strategy: we identify the right use case that delivers real impact - quickly, measurably and relevantly.
03

Data and architecture readiness

AI requires high-quality data. We ensure that it is accessible quickly, cleanly and securely.
04

Set up and validate MVP/Pilot

In just a few weeks, we develop a test that makes the real benefits of the solution visible and measurable.
05

Production and operation

As soon as the pilot has been successfully tested, we scale up the AI technology and introduce it efficiently into day-to-day operations.
06

Adoption & Change Management

Step by step, we are expanding its use, integrating the solution into workflows and increasing acceptance among employees.
07

Governance, compliance & risk management

Each phase of the AI transformation is accompanied by clear governance and risk management to ensure security, transparency and auditability.
08

Scaling & value maximization

Once the pilot project has been successfully validated, we scale the solution and maximize the value across all areas.

Success stories - Agentic AI in practice

Agentic AI is already an integral part of productive processes at Agentic AI Consulting. Our success stories show how we have successfully implemented AI agents and achieved measurable impact. The possible applications are almost limitless – the challenge lies in defining innovative use cases, evaluating their business impact and implementing them consistently.

Industry: Wholesale

Core task: Automated recognition and processing of complaints incl. SAP ticket creation

The role of the AI agent:

  • Monitoring of incoming e-mails and PDF attachments
  • SAP integration for ticket creation and data enrichment

Impact:

  • Time saving and low error rate
  • Faster processing without manual intervention

Industry: Customer service & order processing

Core task: Intelligent analysis and answering of customer inquiries

The role of the AI agent:

  • Categorization and automatic response emails based on internal systems

Impact:

  • Higher service speed
  • Relief for customer service and improved customer satisfaction

Industry: Product development

Core task: Timely migration and archiving after system changeover

The role of the AI agent:

  • Automatic identification
  • Conversion and audit-proof storage of documents

Impact:

  • Minimization of manual effort and process reliability
  • Reduction of operational risks and costs

AI workshops & training courses from Ventum Consulting

Build AI competence. Developing impact. Empowering professionals. A shortage of skilled workers, increasing pressure to innovate and ever shorter technology cycles demand teams that are capable of taking action – not theoretical knowledge. Our training courses and workshops teach tried-and-tested methods and AI skills that have a direct impact on day-to-day work. Instead of abstract theory, your employees receive concrete use cases, structured process models and tools that can be used immediately.

All Agentic AI workshops & training courses at a glance

AI workshop – Develop your own use cases

Structured identification, evaluation, and prioritization of relevant AI use cases. The result is a clear roadmap with a realistic ROI and defined next steps.

Agentic Coding Workshop – Advanced Team Workflow

From a single tool to a scalable team workflow: Integrating AI agents into architecture, code reviews, and CI/CD pipelines. The result is a stable delivery pipeline with clear quality standards, role definitions, and a ready-to-use context library.

Agentic Coding Workshop: Developing an App with AI

From Concept to Finished Application: Professionalizing Software Development Through Spec-Driven Development and GitHub Copilot. Together, we’ll develop a fully functional mini-app (frontend & backend) as well as a proven workflow for structured, AI-powered development.

Agentic Coding Training – AI App Development Process

Comprehensive training from prompt design to release: Establishing a specification-driven workflow using AI agents and custom tools. The goal is to build a certified team that can confidently master and scale AI-powered development processes and integrate them into the existing CI/CD pipeline.

Our technology stack for AI agents

Technology partner for successful AI consulting

IBM

IBM is a valuable partner for Ventum Consulting in particular due to its comprehensive portfolio of AI and cloud technologies, including IBM Watson for machine learning and data analysis. With IBM as a partner, we benefit from scalable cloud solutions that enable customized applications for various industries.

Liquid AI

Liquid AI brings a revolutionary AI technology based on generative models that offers high performance and scalability. It works similarly to neural networks, but offers additional flexibility and efficiency through dynamic, time-based adjustments. AI models based on Liquid AI can thus react dynamically to real-time information, work precisely and up-to-date and increase the success rate.

UiPath

UiPath supports Ventum Consulting with a wide range of business automation tools that are particularly valuable for the automation of end-to-end processes. UiPath’s AI-supported functions, such as reading and classifying customer inquiries, enable Ventum Consulting to significantly improve the efficiency and speed of customer processes.

Schedule a no-obligation initial consultation for Agentic AI Consulting now

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    Frequently asked questions about AI Agent Consulting

    Agentic AI consists of autonomous AI agents that are able to independently collect and analyze information and translate it into concrete actions. They take over decision-making processes, coordinate tools and carry out tasks independently – integrated into existing business processes.

    Agentic AI can automate not only repetitive but also complex tasks. This increases efficiency and reduces the workload of specialist staff. By automating routine tasks, you create more freedom for creative and strategic tasks. In addition, agents grow with the requirements of your company – ideal for processes with high volumes or increasing complexity.

    The process begins with an AI agent workshop in which we work together to identify and evaluate suitable use cases. We then develop a clear roadmap and define the necessary steps for implementation, from data preparation to scaling the solution.

    We help you to develop a clear governance structure for your agents that meets all relevant compliance requirements – such as the EU AI Act. Our solution ensures that all processes are transparent and auditable.

    Our technology partners such as IBM, Liquid AI and UiPath provide us with the necessary infrastructure to develop powerful and scalable agent solutions. These partners enable us to deliver customized AI solutions for your requirements.

    Security is a central part of our approach. We integrate comprehensive cyber security strategies to ensure that your AI agents and the underlying data are always protected. We also implement risk management strategies that identify and resolve potential problems at an early stage.

    Monitoring tools offer complete transparency and control over the activities of your agents. You can track all decisions and actions and monitor key performance indicators to make continuous optimizations.

    Agentic AI is suitable for companies of all sizes that want to automate complex processes and increase efficiency. However, the decisive factor is the return on investment (ROI) of the individual use case, i.e. whether the project generates measurable, economic added value.

    The duration of the implementation depends on the complexity of the use case and the existing systems. As a rule, pilot projects can be validated within 4-8 weeks, while full integration can take several months depending on the scope.

    To discuss your individual situation and find the right use case for your company, you can book a non-binding initial consultation with our expert. Arrange a meeting now.

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