Sentiment Intelligence Framework

What is the Sentiment Intelligence Framework?

The Sentiment Intelligence Framework is our proprietary methodology for transforming raw social media data into decision-ready insights. At its core, it ingests vast amounts of unstructured natural language from Reddit, YouTube, Instagram, and news media, then applies advanced natural language processing (NLP) and machine learning to surface high-accuracy indicators of social, political, and financial volatility. This framework powers every B2B deliverable—from predictive sentiment models and volatility alerts to customized reporting and financial forecasts. It’s engineered for real-time understanding of online discourse and the ways it shapes markets, brand perception, and political standing.

B2B Client Experience

Sentivity.ai provides enterprise clients with access to our sentiment intelligence through a customized reporting and forecasting model. We begin each relationship with an initial pipeline setup, followed by a negotiated monthly subscription based on client needs.

Our B2B offerings include:

• Weekly or on-demand sentiment forecast reports

• Political or market-specific dashboards

• Backtested financial forecast summaries

• In-house retrained models reflecting recent discourse

• Strategic deliverables tailored per quote and scope

Unlike static dashboards or off-the-shelf tools, Sentivity retains full control of model outputs and retraining logic. This ensures precision and consistency across updates—especially important for clients in high-stakes sectors like finance, government, and communications.

Model Retraining & Customization

Our in-house models are retrained regularly using fresh social discourse and hand-graded sentiment benchmarks. We continuously adapt to:

• Language drift and platform-specific slang

• Shifting sentiment dynamics around events or figures

• Sector-specific changes in emotional volatility

Clients do not need to handle infrastructure—we maintain, evaluate, and optimize the model pipeline ourselves. If clients require specific narrative themes or political focuses, those can be scoped into the retraining cycle.

Who We Serve

Our clients span multiple verticals, including:

• Commercial Enterprises – corporations seeking brand intelligence or reputational forecasting

• Investment Firms – hedge funds, RIAs, and strategists needing real-time market mood indicators

• Political Consultants and Government Contractors – understanding issue salience, activist traction, and voter reaction

Most of our clients are large-scale entities—either too risk-sensitive to experiment or too time-constrained to build this infrastructure themselves. We meet them with precision, speed, and an understanding of high-value political and market moments.