Businesses of all sizes recognize the potential of data and AI in transforming business outcomes - customer satisfaction, increased business agility, enhanced productivity, and risk management - but many struggle to put it in action to derive the required results.
Unlike software deployment, deploying a machine learning model does not end with copying code and provisioning infrastructure
AI models require
While putting a single machine learning model into production comes with this level of complexity, imagine the same for a hundred use cases and models!!
Getting large volumes along with different types of data from multiple sources into the platform and making it ready for analysis is extremely challenging
It's difficult to determine the right configuration of hardware and software to meet compute, storage, analysis, networking, and software integration requirements
“ModelOps lies at the center of any organizations’ enterprise AI strategy, it is an enabling technology that is key to converging various AI artifacts, platforms and solutions, while ensuring scalability and governance.”
“Creating a robust ModelOps framework in tandem with a DataOps framework in an organization reduces the impact of the top barriers to AI implementations”
Data wrangling and ModelOps that are less enjoyable
aspects of their work
Auto-selection of AI/ML algorithms and building models, including auto hyperparameter tuning
Automated integration of AI/ML services into an existing process to enable intelligent decision making
iFusionTM is a state-of-the-art autonomous AI platform that democratizes the use of AI, enabling self-driven and sustainable enterprise AI adoption for intelligent decision making. The platform comes with ease of set up and operations enabled with self-learning and at scale. It allows full lifecycle AI management from data exploration to modeling to production addressing maintainability, scalability, and governance challenges - DataOps, MLOps, ModelOps, and Edge Analytics.
We have different editions that cater to business-specific AI requirements
depending on the scale and the rate at which organizations need data outcomes.
Equip your data scientists with our AI workspace to help them build next-generation intelligent applications easier and faster
Democratize AI across your organization by automating full AI lifecycle management from data unification to virtualization to AutoML to MLOps
Citizen Data Scientists
Autonomize machine behavior with immediate actions to serve mission critical scenarios with real-time insights and faster decision making
Citizen Data Scientists
iFusionTM platform enables data scientists or even citizen data scientists to build machine learning models in just a few clicks using data science best practices. The platform comes with automated data pre-processing and post-processing, model selection, and hyperparameter finetuning, increasing the productivity of data scientists and minimizing the need for experts.
Automatically deploy the models to any environment of your choice, manage the entire lifecycle of production models, and ensure total governance and control of AI with iFusionTM MLOps. The platform monitors the performance of models through data drifts, prediction distribution drifts, and business KPI drifts and generates alerts in case of threshold deviation to ensure that the overall quality of models is intact.
Cloud – public, private or hybrid
Fully managed service
Service delivery based on agreed metrics
iFusionTM platform has been selected as the winner of the “Data Monitoring Solution of the Year” awardRead More
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“In iFusionTM, we have a recommendation engine based upon customer’s past purchasing preferences for products and platforms. This is a great capability that iFusionTM brings to the platform with its ML capabilities.”
DCG Solutions Manager, Lenovo
“The iFusionTM Intelligent Collection capability allows users of our privately connected cloud solutions to utilise our multi-region capabilities across Europe, US and AsiaPac, for increased business flexibility and efficiency including secure, cost effective transport links and edge processing using the Interoute fibre optic network.”
Strategic Partner Manager, Interoute
"A vast number of surgical videos need to be annotated and labeled for physicians. Our ActivSightTM algorithms together with Innominds solutions can annotate a one-hour surgical video in about 10 minutes, helping physicians save lot of time and effort, and make better data-driven decisions."
CEO, Activ Surgical