Achieve faster time to insight with Ximna Analytics Offerings
Analytics Service Overview
In today’s connected world, to differentiate and compete, leading organizations are generating opportunities by leveraging cutting-edge analytics. Regardless of where you are in your data and analytics journey, we can partner with you to help you derive this value from your data at an industrialized scale with ensured adoption.
Ximna provides services covering the whole spectrum of Analytics work done in an organization, from Insights and Modeling to AI and ML. We also enable mining of value, through embedding analytics in the enterprise’s processes and systems. Through technology and consulting, we ensure the adoption of scientific decision- making across the enterprise, rather than in pockets / silos.
Service Offerings
Ximna approaches analytics as an integral part of business process and technology systems. This holistic approach provides maximum value to our clients.
Analytics Service / 01
Advisory Services
- Maturity assessment
- Strategic roadmap definition
- Governance setup
- Domain and technical consultancy
- Setup and operationalize analytics
- Maturity assessment report
- Service catalog
- Roadmap document
Analytics Service / 02
Rapid Insights
- Business Context Mapping
- Exploratory data analysis | plot, tabulate, summarize data
- Root cause analysis
- KPIs and trends by key slices
- Adjusting performance by known factors and benchmarking
- Annotated graphics of metrics
- Presenting insights to business via data-driven narratives
- Reporting dashboards, cubes with key metrics and drilldowns
- Analysis summary on past events
- Variance analysis and alerts
- Discovery of unusual platforms
Analytics Service / 03
Predictive Modeling
- Business care elucidation
- Quantitative problem definition
- Data mining/feature engineering
- Algorithm selection
- Model training/learning
- Model performance assessment
- Technical model report
- Model specification
- Model performance and business impact measurement
- Boundaries of model applicability
- Model deployment
Analytics Service / 04
Model Support and Enrichment
- Production support for deployed models
- Model performance assessment
- Model (Re) calibration
- Functional model validation (domain)
- Model migration and upgrades
- Existing model diagnostics report
- New model validation summary
- Domain specific recommendations
- Acceptability per regulatory and compliance norms
Analytics Service / 05
Prescriptive Analytics/ Decision | Science
- Experimental design [A/B testing]
- Hierarchical and ensemble methods
- Constrained optimization
- Automated what-if analysis
- Sensitivity analysis for robustness
- Technical model report
- Optimal decisioning strategy
- Model performance
- Boundaries of model applicability
- Model deployment
Analytics Service / 06
Artificial intelligence
- Recommendation engine, document clustering
- Text mining, sentiment analysis
- Topic models, named entity recognition
- Image, video, and speech analysis
- Anomaly/intrusion/threat detection
- Dynamic n/w analysis
- Technical model report
- Solution performance for key facets
- Boundaries of solution applicability
- Solution deployment
Challenges & solutions
How do I develop an analytics-driven decision- making culture in the organization?
Businesses must make analytics pervasive.
Ximna Advanced Analytics Consulting Services help enterprises define and drive new business strategies and outcomes. Our key services include:
- Assess maturity and define strategic analytics roadmap
- Setup and operationalize analytics center of excellence
How do I future-proof analytics investments and amplify limited data science skills available to achieve scale?
Ximna Advanced Analytics Implementation Services provide Data Science skills for diverse analytics needs
- Senior Data Scientists with deep experience and close association with the innovation ecosystem
- Data Science teams with vast industry exposure and domain expertise along with statistical and mathematical know how
- Data engineering and technology experts with skills in data tagging, blending, wrangling, model creation and iteration
How do I accelerate scientific decision making, with more power in the hands of the business user?
Our solution offerings, data platforms and reusable models can enable this for business users:
- Ximna Analytics Workbench
- Ximna Genome Solution
- Ximna NIA | Data