Transform sales operations with an enterprise agentic mesh rollout at a Leading US Firm
Data foundation , Establish a robust Business Intelligence (BI) program, Gear up to deliver agentic AI driven decisions and automation
Business context
A leading financial products intermediary recognized the critical need to enhance its data analytics capabilities. The organization sought to establish a comprehensive Business Intelligence (BI) program to provide advanced insights, improve decision-making, and lay the foundation for future AI and Machine Learning (ML) initiatives. The program aimed to support various business functions, including sales, and required a strategic partner with strong digital product engineering capabilities, a cloud-first, agile-first mindset, and efficient execution to deliver to the business agenda.
Algoleap Solution
With a strong focus on digital product engineering, AI & Automation, and Service Management, Algoleap brings a unique blend of high-skill teams, agile delivery approaches, and a proven track record of rapid growth and high-impact delivery. Algoleap’s proposed engagement for the leading financial products intermediary was structured in waves:
- Wave 0 (Solution Envisioning/Launch): Focused on firming up scope and charter, understanding business needs, data source analysis, data requirements analysis, and initial BI chassis setup.
- Wave 1 : Dedicated to incremental design and build through sprint cycles, including data model building, ETL processes, data visualization, and quality assurance.
- Wave 2 : Aimed at kicking off data science scope, driving model build/deploy, and MLOps
- Wave 3 : Run and build operations for the entire data ecosystem. Various AI models in production to cover customer segmentation/propensity to buy. Agentic architecture to deliver sales assist and corporate operations
Business Impact
Highlights include
- Improved CX. Same number of front line staff delivering more (reduced wait time for customers, personalized interactions )
- Improved sales numbers. 10% increase, QoQ impact post Wave 3 releases. Expected to scale up much higher based on agentic roadmap.
- Enhanced Decision-Making: Providing advanced insights to meet organizational requirements effectively.
- Improved Operational Efficiency: Streamlining data processes and enabling proactive value adds for effective forecasting.
The successful implementation of this program is anticipated to significantly transform the leading financial products intermediary’s ability to leverage its data for strategic advantage and drive future growth.
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