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Deep dives from Affine’s AI, ML, and analytics practitioners. Request any paper and we will email the full PDF to your work inbox.

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Polycode - AI-Driven Code Intelligence for Enterprise Teams
Artificial Intelligence

Polycode - AI-Driven Code Intelligence for Enterprise Teams

Polycode is an AI-powered code intelligence platform that accelerates how enterprises generate, analyze, transform, and secure code. Built on Azure OpenAI,…

AIVA - Affine Intelligent Virtual Assistant
Artificial Intelligence

AIVA - Affine Intelligent Virtual Assistant

AIVA is an enterprise-grade AI system that automates customer support email workflows through a multi-agent architecture. By delegating tasks to specialized…

Smarter, Leaner LLMs: Domain-Specific Training with CPT, iRAFT, and LoRA
Artificial Intelligence

Smarter, Leaner LLMs: Domain-Specific Training with CPT, iRAFT, and LoRA

Generic LLMs often struggle with domain-specific tasks due to limited specialized knowledge and the high cost of full fine-tuning.

Smart Dashboards, Smarter Decisions: AI Chatbots in Visualization
Artificial Intelligence

Smart Dashboards, Smarter Decisions: AI Chatbots in Visualization

Traditional Power BI dashboards often limit users to predefined filters and static views, making data exploration slow and technical. Our GenAI-powered…

Eryl Auto-Eval: Scalable, Context-Aware QA for Enterprise Intelligence
Artificial Intelligence

Eryl Auto-Eval: Scalable, Context-Aware QA for Enterprise Intelligence

Eryl Auto-Eval is an advanced AI framework that enhances Question-Answering systems by combining retrieval-augmented generation with automated evaluation.…

Multi-agent Collaborative Workflow for Text-to-SQL with Auto-evaluation
Artificial Intelligence

Multi-agent Collaborative Workflow for Text-to-SQL with Auto-evaluation

In the rapidly growing landscape of human-database interactions, there is a need for advanced natural language processing and database management solutions…

IoT Analytics: Time-Series Data Processing using AWS
Artificial Intelligence

IoT Analytics: Time-Series Data Processing using AWS

The Internet of Things (IoT) connects a myriad of devices via the internet, producing vast and varied data. This whitepaper delves into managing this data…

Usage of Ensemble Time Series Models based on Dynamic Proportional Weighting on High Variance and Shallow Datasets.
Artificial Intelligence

Usage of Ensemble Time Series Models based on Dynamic Proportional Weighting on High Variance and Shallow Datasets.

In real-world use cases, forecasting faces significant challenges due to limited and volatile data. This whitepaper introduces a dynamic ensemble model that…

AI-enabled Predictive Maintenance Solution for Monitoring Wind Turbines
Manufacturing

AI-enabled Predictive Maintenance Solution for Monitoring Wind Turbines

Keeping your windmill in optimal working condition requires preventative measures. With an AI-enabled Predictive Maintenance solution, you will receive…

Manufacturing Analytics
Manufacturing Practice

Manufacturing Analytics

Manufacturing Analytics has transformed over the last few decades. Decisionmakers aspire to look at metrics that provide deeper insights into their…

Predict Sales Before Game Launch Using Machine Learning
Gaming

Predict Sales Before Game Launch Using Machine Learning

Empower your marketing teams to identify key metrics that help forecast sales before the game is launched.

Coal Blend Optimization
Manufacturing

Coal Blend Optimization

A solution approach that recommends low-cost blend considering final product quality

Connected Factory as a Service helps better control of OPEX
Manufacturing

Connected Factory as a Service helps better control of OPEX

In this paper, we will discuss only the decision enablement through these components and how the entire solution can be offered as a service so that the IIoT…

Revealing the Secrets of Creating New Game Characters Without Using Paintbrush
Gaming

Revealing the Secrets of Creating New Game Characters Without Using Paintbrush

To develop a single character, a designer has to factor in multiple attributes like face morphology, gender, skin tone, clothing accessories, expressions,…

SKU Rationalization
Retail, CPG

SKU Rationalization

Category Managers are charged with the challenge of using limited space and cost to carry, display and promote the entire portfolio of products that the…

Solution Approach to Resolve Capacitated Vehicle Routing Problem Using Deep Reinforcement Learning
Artificial Intelligence

Solution Approach to Resolve Capacitated Vehicle Routing Problem Using Deep Reinforcement Learning

A solution methodology that uncovers Deep Reinforcement Learning for solving CVRP.

Business Impacts of Covid-19 on Production & Manufacturing
Artificial Intelligence

Business Impacts of Covid-19 on Production & Manufacturing

By analyzing different viral phases in key markets & determining the efficacy of quarantine measures, business leaders can predict the spread of coronavirus…