Leveraging AI for Executive Compensation Analysis

Show Notes:

Brian Stollery talks about AlphaSense, an information provider that independent consultants and boutique firms are using to gain an edge over those who rely on chat GPT or consumer LLM tools. AlphaSense is built for this kind of work, pulling in verified content such as industry reports, broker research filings, earnings calls, expert calls, news, and internal research and internal content. It layers this with market-leading AI functionality that can read and synthesize all of it to deliver consulting-grade insights at scale.

AlphaSense Explained

Brian clarifies that AlphaSense is not primarily an expert network like AlphaSights, but rather a market company and enterprise intelligence search engine for the AI generation. It offers the depth and breadth of authoritative data that would be obtained from a legacy research platform with the intuitive user experience of modern AI tools. The value of AlphaSense lies in the deep, authoritative content set that is the foundation of AlphaSense, along with the speed and accuracy of the AI that allows users to quickly surface relevant insights. Brian also talks about the major categories of sources of proprietary information that feed into AlphaSense.

The AlphaSense Platform

The AlphaSense platform features an index where users can go to different things, such as portfolio monitors, research topics, expert insights, news, risk signals on consumer tech growth investment strategy, events, company documents, and talent job executive movements.

The dashboard includes eight or nine widgets that provide a list of seven or eight articles on various topics. These articles are sourced from various sources, such as news articles or interviews with experts. The platform also has over 200,000 pre-recorded, transcribed expert calls, which are added to the library for analysis by the AI.

How AlphaSense Gathers Information

The interviewers are usually conducted by-side analysts, corporate users, and experts in respective fields. They work with corporate development teams and head of corporate strategy to conduct these interviews. The platform believes that a rising tide lifts all boats, and every expert call that happens throughout the AlphaSense is published back in the platform to further enhance and grow its library of expert calls from subject matter experts who are currently active in their industry.

AlphaSense Use Cases

In management consulting, AlphaSense may not be suitable for calls that would be better suited to AlphaSights where the information is sensitive or should have restricted access.  However, the use case for AlphaSense is to get up to speed on an engagement and quickly search across benchmark expert perspectives. This allows them to bolster their expertise within the management consulting space. AlphaSense is an institutional grade content engine that consolidates information from various sources, including expert calls, news, research reports, broker research, and more. It offers over 6000 vetted business and market news sources and trade journals, most of which require paywalls. AlphaSense allows users to bypass these paywalls and provides real-time insights from over 700 partners.

The AlphaSense Dashboard

The dashboard includes relevant documents related to executive movements, risk signals, growth, and investment strategies. Users can explore the dashboard by searching for trigger words related to their watchlist of consumer tech companies. The AI can then pull relevant documents, such as expert insights, event transcripts, press releases, and news, to provide valuable insights for business development or due diligence.

The Executive Search Function

The document search module within AlphaSense allows users to get forensic insights from relevant documents, such as executive search, talent, and hiring practices. The AI can also generate summary responses, which are useful for top-tier consulting use cases. However, the AI may sometimes make a guess or hallucination if an answer is not available. This is why the Big Three and Big Four rely on AlphaSense for their consulting use cases.

The AlphaSense Research Tool

The AlphaSense generative search tool is a research analyst team in a box. The tool is designed to answer macro business questions, such as market size or pricing trends. Brian checks McKinsey, Bain and BCG's performance in 2025, including their revenue, talent, hiring, and growth areas. The AI agent breaks down these questions into subquestions and finds 3000 documents across the content library. It then extracts documents from expert calls, press releases, investor relations presentations, research reports, and sustainability reports. The AI outputs a summary of the documents. The tool is particularly useful for understanding the performance of consulting firms like McKinsey Bain and BCG.

Quality Sources and Quantitative Data

AlphaSense provides bullet points on McKinsey, revenue, growth, talent, and hiring, with links to expert calls and other sources of data. The AI outputs are deep linked and cited to the source, ensuring accuracy. For instance, McKinsey Sciences for Growth, a 2025 focus, integrates tech-enabled capabilities and AI. BCG reported $13.5 billion in 2024 revenue, achieving 10% global growth and expanding its workforce to 33,000 employees. AlphaSense also has sentence-level citations, ensuring every sentence is deep linked and cited to its source. AlphaSense uses various models from partners like open AI, sonnet four, and Gemini 2.5, all grounded in high-quality, relevant documents. The tool's intelligence selects the best model based on the use case, whether it's reasoning-based or quantitative or qualitative. The AI is a comprehensive market-leading library of authoritative content that consultants care about.

Modes of Research and Meeting Prep for Management Consultants

Brian shares the typical use cases for management consultants using generative search platforms. He highlights two modes: think longer and deep research. Brian used generative search to prepare for a meeting with a client at a mid-sized consulting firm, focusing on digital strategy. The AI summarized transcripts, expert calls, earnings calls, and press releases from iHeart, highlighting the company's focus on technology, digitization, and AI-enabled automation as the key to cost savings and digital revenue acceleration. The platform also offers an iPhone app for on-the-go access to insights. The AI analyzed bullet points and planned insights on every section, creating a comprehensive competitive intelligence report. The report includes chatter on core service offerings, engagement models, pricing structures, sector specialization, news partnerships, partnerships, and tech bets. 

AlphaSense’s Generative Grid

Brian talks about using AlphaSense's generative grid, which is a generative AI-powered spreadsheet to aggregate documents and interrogate them. This is useful for tracking executive compensation and performance components for target accounts. The grid allows consulting users to analyze past performance and understand the current climate. Another use case is connecting consulting, transformation, and strategic advisory services to key performance indicators, such as free cash flow, human capital, strategic objectives, or EBITDA. By attaching value drivers directly to performance components, consultants can focus on adjusted EBITDA growth, cost optimization, Target, discover integration execution drive, adjusted ROTC, and revenue growth tied to executive compensation.

AlphaSense for Understanding Business Development

Brian explains that the use cases and projects of consultants using AlphaSense  vary, but one major use case is business development understanding. It helps in identifying companies' propensity for M&A or divestitures, such as changes in management or new strategic initiatives. AlphaSense also offers a deal scanner for M&A consultants looking at acquisitions or private equity deals across a portfolio of companies or industries. It also provides due diligence services, such as meeting prep, company research, trend analysis, market assessment, client benchmarking, and sentiment analysis.

Alpha Sense’s Access to Information Providers

AlphaSense has access to SEC filings, newspapers, trade journals, investment bank coverage, and reports. AlphaSense also has access to other information providers like CrunchBase, capital, IQ, and Pitch Book. The Venn diagram highlights the overlap of information between AlphaSense and other information providers, such as CrunchBase, Morningstar, and CrunchBase. If a company's revenue or employee count is in CrunchBase, it can be accessed via AlphaSense.

Alpha Sense vs. Capital IQ

The conversation turns to the differences between AlphaSense and Capital IQ, a financial reporting platform. AlphaSense is an end-to-end intelligence engine that provides access to investment banking reports, but it requires downloading them one by one. It is not possible to search across all content sets at once. Capital IQ, on the other hand, offers valuable structured data, is great for downloading Industry Reports, and is a strategic database of financials and filings. It is also useful for importing statistical or financial models into Excel. AlphaSense, on the other hand, is an end-to-end intelligence engine that provides decision-ready insights across billions of data points.

Timestamps:

03:23: Overview of AlphaSense's Content and AI Capabilities 

07:27: Detailed Walkthrough of AlphaSense Dashboard

12:38: Exploring Different Categories of Information Sources 

16:36: Generative Search and Deep Research Capabilities 

26:05: Use Cases for Management Consultants 

42:50: Comparison with Other Information Providers 

49:22: Pricing and Accessibility

Links:

Website: https://www.alpha-sense.com/

Recently feature on AlphaSense on CNBC with more insight on our Deep Research differentiation: https://www.youtube.com/watch?v=0HJ8Egisg-w

If folks want to reach out directly for their own personalized demo:

Email: bstollery@alpha-sense.com

LinkedIn: https://www.linkedin.com/in/briancity/

Unleashed is produced by Umbrex, which has a mission of connecting independent management consultants with one another, creating opportunities for members to meet, build relationships, and share lessons learned. Learn more at www.umbrex.com.