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Copyright © 2019, Tech Mahindra. All rights reserved. Contact: [email protected] Visit us: www.techmahindra/gaia.html1
The TechMahindra Artificial Intelligence
Platform To Build The NXT AI Ecosystem.
Visit Us: https://gaia.techmahindra.com
Copyright © 2019, Tech Mahindra. All rights reserved. Contact: [email protected] Visit us: www.techmahindra/gaia.html1
GAiA ™ is the new-age enterprise AI/ML platform offering from TechMahindra. It provides anunified platform to expedite AI/ML transformation initiatives. It also facilitates the fastermonetization of AI/ML solutions through the various features the platform offers. It buildsupon the open-source Acumos ™ platform and provides additional features for an enhancedend-to-end experience for customers.
GAiA 2.0 : Preview
The Solution
Differentiators
Where We Bring In
Value
• E2E AI/ML lifecycle management platform
• Pre-trained production grade Models
• Model stitching
• Model sharing / collaboration
• Model deployment (Infra of choice)
• Platform to help industrialize AI/ML solutions
• Easy approach to support AI/ML customization through platform customization within the enterprise
• Low TCO and no vendor lock in due to open technologies used by the platform
• Platform that promotes Reuse of existing ML models
• An easy way to standardize existing and upcoming AI/ML solutions within the enterprise
Copyright © 2019, Tech Mahindra. All rights reserved. Contact: [email protected] I Visit us: www.techmahindra/gaia.html I 3
GAiA 2.0 FeaturesOne Stop AI Development Platform
Support for commonly used AI/ML IDEs & toolkits
Model Validator Sandbox for Model sanity testing
H2O.ai driver-less AutoML Model support
Jupyter Notebook Integration for model development , training and tuning
Model Scoring/Benchmarking reports
Model Security and Governance capabilities
Copyright © 2019, Tech Mahindra. All rights reserved. Contact: [email protected] Visit us: www.techmahindra/gaia.html1
An Enriched Marketplace
Covering verticals like communication, BFSI, Retail, Media & Entertainment and IoT
VM Failure
Predictor A predictive maintenance use case model that predicts VM failures
Connected/
Smart Cooler
( for IoT)Smart cooler based on Image recognition that detect cooler impurity on real-time basis.
Cross Sell
AnalyticsA pre-trained model to cross-selling to current customers based on buying histories.
Order Fall-outBVOIP Order fall-out prediction to predict task failures for pre-emptive actions to avoid order completion failures and plug revenues leaks.
Dispatch
AnalyticsDispatch analytics optimizes truck roll-out logistics
Talent Exchange
– Candidate
shortlisting HR
NLP -Topic
Modeller Talent Exchange NLP models to augment human efforts to match profiles to the optimum job descriptions and workflow around the same.
Digital
Customer
SegmentationCustomer segmentation model to support targeted marketing.
Sentiment
AnalyzerA standard sentiment analyser model trained on English language text corpus to detect sentiments.
Technology Stack and Infra continuum
GAiA inherits its technology stake from open-source Acumos solution and is Infrastructure-agnostic.
Infra continuum supported : • GCP, Azure, AWS, OpenStack Clouds
• On Premise Servers • Local Kubernetes Cloud
And many more…
Copyright © 2019, Tech Mahindra. All rights reserved. Contact: [email protected] Visit us: www.techmahindra/gaia.html1
Tech MahindraTech Mahindra represents the connected w orld, offering innov ativ e and customer-centric information technology ex periences, enabling
Enterprises, Associates and the Society to Rise™. We are a USD 4.9 billion company with 118,390+ professionals across 90 countries, helping
ov er 930 global customers including Fortune 500 companies. Our conv ergent, digital, design ex periences, innov ation platforms and reusable
assets connect across a number of technologies to deliv er tangible business v alue and ex periences to our stakeholders. Tech Mahindra is the
highest ranked Non-U.S. company in the Forbes Global Digital 100 list (2018) and in the Forbes Fab 50 companies in Asia (2019).
Professional Services
· Platform setup & deployment· Feature customization, · Use case realization through development, deployment and integration, · Platform O&M· Support for model on-boarding· Testing and deployment of Models· Scoring and benchmarking of Models· Advanced support for model optimization and tuning · Integration with End applications for model consumption.
Coming Soon…
• Support for additional ML Model toolkits e.g. Spark/Python, Spark/Java models & C++• AI-OPS support ( CI/CD integration)• Model as a Service • GAiA model licensing and security – IPR protection, cross company usage • Training enhancements• Data pipelines , Notebook Enhancements & Pluggable Framework Components• ONAP/ORPA support• Tensor Flow IDE Integration• Deploy to Public Cloud Enhancements
Copyright © 2019, Tech Mahindra. All rights reserved. Contact: [email protected] Visit us: www.techmahindra/gaia.html1
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