On-site machine learning
In-depth knowledge about machine learning
Many organizations face the challenge of efficiently implementing machine learning and artificial intelligence without in-depth knowledge of the latest algorithms and modeling techniques. Our machine learning consultants offer extensive expertise in these areas, allowing them to develop customized solutions specific to your organization’s needs.
Challenges during practical implementation
Many companies struggle with the practical implementation of machine learning in real-world scenarios, resulting in a gap between theoretical concepts and tangible results.
Our consultants provide the necessary experience on implementation challenges. To do this, they work closely with your team and integrate machine learning models into your business processes, then maintain these systems, evolutionarily retrain any “learning biases” monitored and remedied.
Customized AI solutions
Standard solutions often don’t fit an organization’s unique business goals and challenges, or are too limited, leading to inefficiencies and limited added value.
We offer customized AI solutions designed specifically for your unique needs, whether it’s making products smarter, personalizing user experiences, or optimizing various business aspects. By leveraging existing toolchains and libraries, they ensure efficient implementation.
Continue to learn and improve
AI and machine learning are evolving at breakneck speed, putting you at risk as a company of falling behind the latest developments and technologies. Our consultants are constantly learning and improving, which means they are always up to date with the latest trends and technologies. This ensures that your organization benefits from advanced machine learning solutions, deep learning and the rapid AI evolution in general.
Access to Verhaert’s AILab
Many organizations need a stimulating environment, a set of advanced resources for experimentation and access to best practices, previous experience, existing code and advanced machine learning tools. As a client, you benefit from our AILab, where all of our AI consultants can leverage best practices, GPU infrastructure and advanced technologies to develop the most effective solutions to your complex challenges.
Flexible & skilled consultants strengthen your product development
A consultant is immediately available to work on-site for a certain period of time. As a customer you stay in charge, receive direct communication and fast integration ensure accelerated innovation.
Based on a Service Level Agreement (SLA) the consultants ensure continuity in matters that are no part of the primary tasks of your organization.
MULTIDISCIPLINARY SKILLS & EXPERTISES
- Getting insights from data through the power of data science
- Data quality auditing
- Data gathering support from start to finish
- Existing dataset scouting
- Big and small data handling, curating and cleaning
- Data labeling support
- Simulations for data gathering and scenario modelling
Building custom AI solutions
- Custom algorithm development
- AI requirements analysis: data, algorithm, system and user/UX requirements
- AI task matching: translating your “need for intelligence” to existing and custom AI models
- Algorithm scouting: leveraging existing algorithms for your intelligent product idea
- AI workflow design: analyzing your current workflow and outlining AI strategies for improvement
AI system architecture
- Select the best software tools for the job
- Reliable and secure AI architectures
- Cloud based AI design and build: AWS, GCP, azure, etc.
- Edge and mobile architecture
- IoT/AI architecture
- Integrating AI in your workflow through integrated UX design
- Target device selection: embedded, edge, server, mobile
- Algorithm optimization for target device: performance, memory, speed, power consumption
- Development and production code to customer with clear user and development manual
- Robust MLOps strategy implementation
Data & AI journey roadmapping
- AI strategy roadmapping
- AI product roadmapping
- Data gathering roadmapping
Get in touch with Tomislav Kunstek, Business Coach at Verhaert Consulting.