-
Use Cases:
Analyze & Defining a Use Case within business context
- Business Problem Definition,
- Industry challenges,
- Feasibility Check
- Infrastructure Assessment
- Data Availability
- Data identification
-
Data Wrangling:
Availability of quality data is paramount for successful AI systems
- Identify Data Sources (Internal & External)
- Data Collection & Quality Audit
- Data Cleansing, Validation & Processing
- Data Ingestion and
- AI Data pipeline management
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ML Models:
Build appropriate ML model specific to the goals documented in the Use Case
- Data Labeling, Clustering & Segmentation
- Model testing & fine-tuning
- Model Deployment & Validations
- ML Model Enterprise system Integration
-
Insights Consumption:
Powerful & Accurate insights presented to leadership
- Output depiction
- Visualization
- Recommendation Engine
-
Delivery & Automation:
Turnkey solution for both in-house or cloud delivery
- Interfacing the output with the backend systems
- Continuous improvement
- Operationalization of the Model
-
Use Cases:
Analyze & Defining a Use Case within business context
- Business Problem Definition,
- Industry challenges,
- Feasibility Check
- Infrastructure Assessment
- Data Availability
- Data identification
-
Data Wrangling:
Availability of quality data is paramount for successful AI systems
- Identify Data Sources (Internal & External)
- Data Collection & Quality Audit
- Data Cleansing, Validation & Processing
- Data Ingestion and
- AI Data pipeline management
-
ML Models:
Build appropriate ML model specific to the goals documented in the Use Case
- Data Labeling, Clustering & Segmentation
- Model testing & fine-tuning
- Model Deployment & Validations
- ML Model Enterprise system Integration
-
Insights
Consumption:Powerful & Accurate insights presented to leadership
- Output depiction
- Visualization
- Recommendation Engine
-
Delivery & Automation:
Turnkey solution for both in-house or cloud delivery
- Interfacing the output with the backend systems
- Continuous improvement
- Operationalization of the Model