Generative AI Hackathon with IBM Granite

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An AI agent that pinpoints business workflow inefficiencies and streamlines processes

WorkWiseAI

Parin Acharya

Why WorkWiseAI?

Large modern businesses and fast-growing startups often struggle with operational inefficiencies hidden within their workflows. Traditional process audits can be time-consuming, subjective, and costly. WorkwiseAI automates this process, delivering real-time, AI-driven workflow analysis that enhances decision-making. 

Use cases of IBM Services have seen success, including Vodafone, which reduced testing timelines to 1 minute and Artefact, which uses a portfolio of personas represented by AI identities, allowing professionals to reveal crucial insights from customer behavior.

Built on IBM’s open source granite-3.1-8b-instruct powered by IBM AgentLab, WorkwiseAI provides businesses with deep workflow insights, data-driven efficiency scoring, and AI-generated optimization strategies.

At the core of WorkwiseAI is a custom 'S3' Agent Pipeline that orchestrates three AI-powered agents and IBM Vector Index document grounding to streamline workflow analysis:

Summarizer Agent: Breaks down complex business processes into distinct, numbered steps, identifying inefficiencies based on structured business context data.
Scorer Agent: Critically evaluates each workflow step, assigning efficiency scores using industry-relevant metrics and a custom scoring model.
Suggester Agent: Leverages tools to access external knowledge sources such as Wikipedia, DuckDuckGo, and retrieval-augmented generation (RAG) queries to provide actionable improvements for each workflow step.

The prototype also enables interactive Workflow Visualization: clean structured insights from large data through intuitive Streamlit dashboard widgets.
Multi-Language Chatbot Interface: Allows for seamless interaction with WorkwiseAI across different business environments.

By harnessing IBM’s advanced AI ecosystem, WorkwiseAI empowers organizations to transform workflow management, ensuring agility, competitiveness, and sustainable growth.


WorkwiseAI is an AI Agent framework that pinpoints business workflow inefficiencies and streamlines processes using cutting-edge IBM Granite 3.1 foundation models to provide actionable insights. 

"WorkWiseAI team on Generative AI Hackathon with IBM Granite Hackathon"

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