D3S is the Data Science & Software team of STEP. Together, we deliver disruptive Analytics & AI innovations at scale. Our solutions are used by hundreds of people, with a quantified impact on performance.
STEP is specialized in strategy and performance improvement. Step was created in 2004 with the objective to deliver high business impact to French and European industries. Their experts managed hundreds of projects covering a wide range of corporate functions: engineering, procurement, supply chain, logistic, production, quality, aftersales, etc.
WE DELIVER FULL VALUE ON ANALYTICS & AI PROJECTS
Together, we propose solutions with perfect fit to business challenges, secure end-value & solutions integration while limiting load on client’s team. Our unique delivery methodology is recognized by leading companies.
BUSINESS MODELLING
DATA COLLECTION
& PROCESSING
ALGORITHMS / AI
DEVELOPMENT
INDUSTRIALIZATION
- Experts insights about analytics possibilities and data requirements
- Design of raw data treatment processes
- Data model design, data cleaning and processing
- Backend set-up, including IS guidelines if any
- Features engineering
- Algorithm design, leveraging state-of-the-arte research
- Performance validation through iterations
- Backend and frontend integration
- Large scale rollout & devops support
- Technical handover and training
- Business casing
- Solutions Scoping
- Data collection framing & Source identification
- Samples extraction
- Interfacing with Business & IT organization
- Data extraction monitoring
- Data Qualification
- Preparation & conduction of intermediate workshops
- Progress Review monitoring
- Functional doc and user guide
- Solutions integration in routines
- Change management
- Experts insights about analytics possibilities and data requirements
- Design of raw data treatment processes
- Business casing
- Solutions Scoping
- Data collection framing & Source identification
- Samples extraction
& PROCESSING
- Data model design, data cleaning and processing
- Backend setup, including IS guidelines if any
- Interfacing with Business & IT organization
- Data extraction drumbeating & monitoring
- Data mapping and quality checks
DEVELOPMENT
- Features engineering
- Algorithm design, leveraging state-of-the-art research
- Performance validation through iterations
- Preparation & conduction of intermediate workshops
- Progress Review monitoring
- Backend and frontend integration
- Large scale roll-out & devops support
- Technical handover and training
- Functional documentation and user guide
- Solutions integration in operational processes
- Change Management