Sentiment Data Provider

I was selected to participate in the prestigious Antler Incubator program, validating a B2B sentiment analysis solution designed to integrate real-time market intelligence into institutional trading desks and professional data platforms.

Client

Year

2022

Industry

Startup Accelerator

Role

Founder

Challenge

Validating a B2B sentiment analysis model for high-security institutional trading desks.
Building initial product trust and credibility with high-net-worth and banking clientele.
Defining a clear, scalable subscription and licensing revenue model for data products.
Integrating complex, real-time news data into existing bank trading systems via API.

Solution

Market Validation: Executed a structured validation process, conducting key interviews with target institutional traders.

Product Strategy: Designed the core sentiment data API and determined the seamless integration architecture for data suites.
Financial Modeling: Developed and iterated on scalable financial models, unit economics, and total addressable market (TAM) analysis.

Impact

Showcased a scalable API framework that helps firms integrate real-time emotional insights into trading models, research platforms, or risk dashboards.

Generated early traction by securing trial sign-ups from high-frequency trading firms and leading crypto data platforms.
Collaborated with world-class founders and institutions to validate use cases and refine the product’s market direction.