Getting impact at scale from AI requires a transformational approach. Our unique and integrated methodology addresses all critical dimensions of change: drive business impact by optimizing processes with AI-powered Apps, developing technology platforms for scaling AI across your business and reskilling the organization.
We support our clients in capturing the most promising AI use cases. We do this by building AI-powered solutions that optimize decision making in core processes. Our approach focuses on the following critical outcomes
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Like building a house requires a solid foundation first, AI solutions require a platform to host and automate data pipelines, operationalize machine learning models and user applications. We often build these foundational capabilities simultaneously when working on specific AI use cases. Either within existing infrastructure, or we help set up new infrastructure. We are technology agnostic, and work with all major cloud vendors (AWS, Azure) and open source technologies.
Our services for building AI platforms consist of:
- Software Development & System Integration. Development of use case specific web applications to automate or support operational decision making, powered by output of algorithms. Full integration of work flows with existing systems through e.g. APIs.
- AI Engineering. Setting up scalable model production environments, model management tooling and practices.
- Data Operations. Database set up, data modeling and transformation. (real time) data pipelines with automated orchestration.
- Infrastructure Management. Infrastructure as code. Configuration management. CI/CD processes. Security. Performance management.
- Click here to read an example case of an AI platform in the Amazon cloud.
Developing and using AI requires new skill-sets. Increasingly, organizations realize that the impact of AI is going to be pervasive and will touch many different disciplines and processes. In particular because AI is supporting or replacing cognitive processes, it is paramount for business users to understand the technology. This will allow to create new, symbiotic ways of working.
To support the transition towards AI-powered enterprises, our MIacademy offers training programs with different learning tracks for different populations. Our AI for Business Program is developed to build data and AI competencies amongst business staff and is often dove tails with use case development.
We partner with our clients to identify their highest impact use cases, align them with strategic objectives and jointly develop a roadmap. This roadmap stipulates how the various use cases will be developed over time, and how to simultaneously build the supporting capabilities. We act as change agents by working in joint multidisciplinary teams, getting the organization to adopt and drive new AI-powered solutions and ways of working.
To get from first idea to full impact, we work with our clients on developing AI use cases along all stages of maturity. We help incubate, operate, scale and improve. This lifecycle approach has been honed through practical experience with dozens of use cases for leading organizations over the past 13 years. It is designed to address the most critical barriers to impact, and sets our clients up for long term success.