
DelightLoop
Sponsor: Pinkesh Shah, Co-Founder
Problem Statement
Network Graph Business Case
Problem Description
Even with hyper-personalized, AI-driven orchestration, cold outreach inherently has a conversion ceiling. In enterprise B2B sales, the most effective path to a closed-won deal is a warm introduction. To solve this, DelightLoop wants to introduce a “Relationship Capital” layer by building a network graph capability directly into the Delight Discover module (conceptually similar to platforms like The Swarm).
This feature must map relationship capital by ingesting communication metadata (calendar invites, email headers, LinkedIn connections) across a client’s entire organization, board of directors, and investor network to mathematically uncover the strongest warm introduction path to a target buyer.
The objective of this project is to develop a comprehensive business case and product strategy for this Network Graph feature. The team must evaluate the strategic architecture (whether to build the graph engine from scratch, leverage open-source agentic frameworks, or integrate via API with existing network platforms), navigate the immense data privacy implications, and define a clear monetization strategy to launch this capability for enterprise clients.
Expected Outcome
The team is expected to build a complete Product Strategy and Business Case for the Network Graph feature. Deliverables must include:
- Strategic Product Architecture: An evaluation of the "Build vs. Buy vs. Partner" approach for the underlying relationship-mapping technology, detailing how it will technically operate within the Delight Discover module.
- Data Privacy & Compliance Framework: A robust strategy outlining how DelightLoop will securely handle, ingest, and anonymize highly sensitive communication metadata (SOC2/GDPR considerations) to overcome enterprise IT security objections.
- UX & Workflow Integration: A conceptual design high fidelity vision type and high fidelity prototype using the current App’s design system focused on how a user interacts with this "Warm Intro Path" data within the platform to trigger an Engage sequence
- Monetization & GTM Strategy: A financial model and pricing strategy (e.g., standard vs. enterprise premium tier) to monetize the network graph, accompanied by a strategic launch plan.
Want a challenge like this?
Companies post a brief. Students apply to ship it.
The team on it

Santosh Srivastava
Go-to-Market Strategist

Gaurav Karmakar
Go-to-Market Strategist

Deepti Sharma
Go-to-Market Strategist
Meet the team
Working with Pine Labs
Working with Pine Labs
Working with Pine Labs