Predictive
Data
Solutions
Our Proven Process
1. Data Understanding
- Define goals and KPIs
- Stakeholder mapping
- Initial data profiling
- Exploratory analysis
2. Data Acquisition
- Web/API scraping
- ETL pipelines
- Data cleaning
- Real-time ingestion
3. Model Design
- ML/AI architecture
- Forecasting & NLP
- LLM integration
- Model validation
4. UI Generation
- Dashboards & portals
- Embedded insights
- Explainable AI (XAI)
- Web/mobile views
Extended Capabilities
MLOps & Deployment
- CI/CD pipelines
- Docker/K8s/cloud
- Monitoring & drift
- Auto-retraining
Data Governance
- Compliance-ready (GDPR, HIPAA)
- Bias checks
- Audit trails
- Versioning control
AI Strategy Advisory
- Opportunity scoping
- Toolchain selection
- Roadmap planning
- Leadership workshops
Innovation Lab
- Proof of concept builds
- Rapid prototyping
- Tech stack experiments
- Cross-functional pilots