Jack Kokko – Building the Google of Finance at AlphaSense (EP.461) | Capital Allocators – Inside the Institutional Investment Industry

In this episode of Capital Allocators, host Ted Seides interviews Jack Kokko, co-founder and CEO of AlphaSense, a market intelligence platform. Kokko discusses his background, the initial frustrations that led to the creation of AlphaSense, and the evolution of the platform from a semantic search engine to an AI-powered research tool. The conversation explores the challenges and opportunities presented by large language models (LLMs), the importance of data sources, and the development of new features like the AI interviewer. Kokko also shares insights into the company's business model, acquisition strategy, key metrics, and his vision for the future of AlphaSense as an always-on intelligence machine.

Outlines

Part 1: Introduction to AlphaSense

Part 2: AI and Data

Part 3: AlphaSense in Practice

Part 4: Business Model and Growth

Part 5: Future Vision and Personal Insights

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Jack Kokko – Building the Google of Finance at AlphaSense (EP.461)

Capital Allocators – Inside the Institutional Investment Industry

Part 1: Introduction to AlphaSense

Introduction to AlphaSense and Jack Kokko

Jack Kokko's Background and the Genesis of AlphaSense

The Initial Vision and Development of AlphaSense

Part 2: AI and Data

AI-First Vision and Early AI Implementation

Data Sources and the Acquisition of Expert Transcript Libraries

How AlphaSense Works: From Data to Insights

Part 3: AlphaSense in Practice

Alpha, Information Edge, and Prompt Engineering

Crafting Effective Prompts and System Specialization

The Impact of Large Language Models and the AI Interviewer

Challenges and Solutions in Implementing LLMs

Model Evaluation, Stylistic Preferences, and Continuous Learning

Part 4: Business Model and Growth

Evolution of the Customer Base

Unit Costs and Pricing Models

Pricing Models and Acquisition Strategy

Key Metrics and Growth Strategy

Leadership and Product Focus

Part 5: Future Vision and Personal Insights

The Future Vision for AlphaSense

First Paid Job and Best Advice

Greatest Joy, Life Lesson, and Future Chapter

Jack Kokko – Building the Google of Finance at AlphaSense (EP.461)

Capital Allocators – Inside the Institutional Investment Industry

Part 1: Introduction to AlphaSense

00:00Introduction to AlphaSense and Jack Kokko

Introduction to AlphaSense and Jack Kokko

01:31Jack Kokko's Background and the Genesis of AlphaSense

Jack Kokko's Background and the Genesis of AlphaSense

04:10The Initial Vision and Development of AlphaSense

The Initial Vision and Development of AlphaSense

Part 2: AI and Data

07:25AI-First Vision and Early AI Implementation

AI-First Vision and Early AI Implementation

09:20Data Sources and the Acquisition of Expert Transcript Libraries

Data Sources and the Acquisition of Expert Transcript Libraries

11:45How AlphaSense Works: From Data to Insights

How AlphaSense Works: From Data to Insights

Part 3: AlphaSense in Practice

15:00Alpha, Information Edge, and Prompt Engineering

Alpha, Information Edge, and Prompt Engineering

17:01Crafting Effective Prompts and System Specialization

Crafting Effective Prompts and System Specialization

18:56The Impact of Large Language Models and the AI Interviewer

The Impact of Large Language Models and the AI Interviewer

22:29Challenges and Solutions in Implementing LLMs

Challenges and Solutions in Implementing LLMs

25:06Model Evaluation, Stylistic Preferences, and Continuous Learning

Model Evaluation, Stylistic Preferences, and Continuous Learning

Part 4: Business Model and Growth

27:49Evolution of the Customer Base

Evolution of the Customer Base

29:22Unit Costs and Pricing Models

Unit Costs and Pricing Models

31:59Pricing Models and Acquisition Strategy

Pricing Models and Acquisition Strategy

33:58Key Metrics and Growth Strategy

Key Metrics and Growth Strategy

35:20Leadership and Product Focus

Leadership and Product Focus

Part 5: Future Vision and Personal Insights

37:13The Future Vision for AlphaSense

The Future Vision for AlphaSense

39:41First Paid Job and Best Advice

First Paid Job and Best Advice

41:36Greatest Joy, Life Lesson, and Future Chapter

Greatest Joy, Life Lesson, and Future Chapter