Zero Code AI Platform (AIPaaS)

Embed AI to increase business resiliency and mitigate disruptions

AIPaaS

A composable “Zero Code” AI Platform integrating Machine Learning, Deep Learning, and AI functionalities, including Predictive Analytics, Neural Networks, Natural Language Processing, and Computer Vision. Featuring Supply Chain ontology-driven Data Integration, with extensive capabilities for Data Preparation, Treatment, Analysis, AI Modeling, Explainable AI (xAI), and streamlined AI Execution and Orchestration, tailored for enterprise applications.

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Enterprise-centric dynamic data model and a Semantic Operational database for AI Modeling

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100% Composable Data Preparation, Analysis, AI Modeling, xAI, and AI Execution with Zero MLOps and Zero Code

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Precomposed AI Solutions Interoperable with Legacy & Cloud Applications for informed decision making

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Compose Unlimited AI Scenario planning with zero technical debt for any Industry

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UCBOS AIPaaS Overview

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Data Preparation & Data Treatment and Analysis

Data Preparation
Data Cleaning & Preprocessing
Exploratory Data Analysis (EDA)

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Feature Creation & Feature Engineering

Feature Creation
Feature Engineering
Feature Scaling

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Model Training

Choose Model
Model Training
Cross Validation

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Model Evaluation Metrics

Accuracy & Error Margins (Regression & Forecasting Models)
Recall and F1 Score(Classification Models)
ROC Curve and AUC(Classification Models)

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Hyperparameter Tuning

Optimizing Model Parameters
Regularization
Model Selection Criteria

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Dashboards

Widgets/Visualization
Filters and Interactivity
Real-time Monitoring

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Prediction, Feedback Loop & Continuous Monitoring

Prediction from Trained Model
Feedback Loop using Dynamic Learning
Data, Model, Prediction Monitoring Report

AIPaaS Process Overview

Our Platform DNA

Zero Code Technology

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Embed AI to increase business resiliency and mitigate disruptions

Traditional ML Development & Solutioning Challenges

Rigid and Tedious Machine Learning Lifecycle

Traditional MLAI solutions involve Data Scientists taking a solution based, informal process around Machine Learning lifecycle of data ingestion, data preparation, training, tuning, deployment and monitoring before enabling it for model execution resulting in longer turn around for every stage in Model Development. In that, MLOps takes significant time and cost as well.

Too Technical For Business Collaborations

Traditional MLAI Solutions require Business Architects and Operational Leaders to rely on IT Architects and Data Scientists to gain visibility, oversight and understanding of the Model Executions and their output.

Inability to Build AI Outcome based Orchestrations

Traditional MLAI offerings lack orchestration capabilities that allow to invoke scenario planning and decisioning, involving internal and external systems or APIs based on the output of the AI model execution and the application configurations.

Lacking Business Intelligence

Traditional MLAI offerings intended for the Data Scientists community fails to portray the “business intelligence” the business people are looking for from the model outcomes and execution outcomes.

AIPaaS Architecture

Industry-Specific AI Solutions

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Manufacturing AI

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Retail AI

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CPG AI

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Customer Outcomes

Huge Savings without MLOps Activities

Skip MLOps procedures and save on configuration and deployment cost. Streamline data preparation, rerun AI models, orchestrations 10x faster.

Customizable Precomposed AI Solutions

With minimal investment, enterprises have a starting point and framework to incorporate their data and assess AI insights. Platform has flexibility to elevate the solutions for unique business needs guaranteeing the success of your AI initiatives.

AI Technology Investments

Unified Technology platform that handles all the machine learning needs from integrations, database, data preparation and cleansing, AI models, AI executions, AI output business dashboards, orchestrations and more without Zero technical debt, Zero development, maintenance and deployment cost.

UCBOS Technology Capabilities

With AIPaaS, you gain access to numerous features:

Scalable SaaS AI

Available as a SaaS offering at scale, pay for only the data usage with unlimited model algorithms for Text, NLP, Structured, Computer Vision, and Analytics including explainability.

Zero Code ML Modeling

Build end to end ML models for all the business needs without any development, and compose data preparation, data treatment, data analysis, AI modelling, xAI (Explainable AI), and AI execution to orchestration without any dependency on MLOps.

Smart ML Model Selection

Use the same data for various models and pick the best model. Create high end visualizations for business users and end users with interactive dashboards with role based access control.

Guided Solutions For Every Industry

Empower business users with AI Modeling. No need to learn PySpark or other MLAI frameworks. Use the step by step guide to learn the precomposed solutions and compose new AI Solutions missing for the business.

Invoke Models through Diverse Access Methods

Call the trained model manually or through API or through process automation and use the output to enable orchestration against external third party systems.

Bring Your Own In-house ML Models

Bring your own in-house ML Models to the platform for training and execution.

Differentiators

Eliminating MLOps

A true Zero Code AI Platform which allows end-to-end AI modeling and execution through 100% configurations and zero deployment eliminating any need for MLOps.

Business-Focused AI Insights

Utilize advanced analytics and explainability to view AI outcomes from a business viewpoint, facilitating effective decision-making. Hundreds of dashboards to explain the black box outcomes in business terms.

Unified Zero Code Solution

A cohesive platform that merges the functionalities of Low Code App development, multi-experience development, Citizen automation, Intelligent business process management, Decision management suites, Integration, and AI/ML Platform-as-a-Service, all without the need for coding.

Integrated AIML Feedback Orchestration

Streamline AI model execution engines to interact with scenario planning, orchestration engines, and APIs. Automate AI data distribution and instructions to external applications, ensuring continuous feedback without manual intervention.

Flexible Data Models and Orchestrations Across Industries

Benefit from industry-agnostic Unified Logical Data Models and Orchestrations tailored for fast-tracking AI model and business application development, independent of industry or vendor.

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