Show notes
Show Notes: Sandor Marton, a McKinsey alum and co-founder of Chronos Insights introduces the AI research companion tool and explains its features. Sandor shares his background in growth strategy, commercial strategy, and due diligence work. He identifies the problems faced by small firms and independent practitioners who don't have large teams in place to assign people to do the massive amount of necessary foundational research, which limits the size of projects they can take on. An Overview of Chronos Insights Sandor discusses partnering with Matt Jones and Dustin Chrysler to develop an AI-powered solution for market and competitive landscape research. He talks about the background of the team and the issues they initially tackled. The team aimed to create a specialized prompt leveraging ChatGPT's large language model while moving away from ChatGPT's programming "to make people happy" and to deliver more accurate results. They developed their tool, Chronos, with a different approach. The tool uses neural search and keyword search to provide more accurate and sourced research solutions. Sandor talks about how they tested the agents. He found it saved 75% of research time using the platform and emphasizes the need for review and revision of AI-generated outputs. Chronos Research Capabilities The conversation turns to access to proprietary databases, and Sandor explains the current use of the alpha version sources publicly available information. He also talks about their engineering resources and can build a version that taps into proprietary, private, or licensed resources, and that the user can direct the agent to source from specific sources. Sandor refers to a large Fortune 100 company that has hired them to build an agent to work with their internal research team. Sandor discusses potential future features like an interview finder tool and a composite self-referencing insights feature. The discussion touches on the flexibility of the tool in handling different types of research problems. User Interface Explained Sandor explains the simple UI of the tool, which includes five landing pages: Project Overview, Research Statement of Work, Research Plan, Research Tab, and Research Summary. The tool creates a research plan based on the user's research statement of work, breaking it down into discrete task prompts. Sandor demonstrates how to use the tool by copying and pasting a Word document into the Research Statement of Work tab. The tool generates a detailed research plan, including market landscape, competitor landscape, and key trends and developments. Project Overview Research Plan Generation Sandor explains the process of generating a research plan, including organizing research tasks by major research categories and subsections. He shares an example of the various categories to be researched within the statement of work. The tool creates task prompts for each topic within the research statement of work. Users can edit tasks and change the language model used for research. Sandor highlights the efficiency of running multiple tasks concurrently using the platform and demonstrates how it works and the various categories of research that can be explored, analyzed, and summarized. How Chronos Summarizes Prompts Sections Identified and Tasks to Complete Subsections Explained Reviewing and Exporting Sandor demonstrates how to review and export the research outputs generated by the tool. The tool provides citations for each task, allowing users to verify the sources. Users can rerun tasks and edit them as needed. The tool offers a research summary feature, which condenses the research outputs into a concise format. Research Task Overview Market Landscape Research Use Cases and Future Developments Sandor talks about use cases and future developments. He explains that it can handle various research topics and how they have programmed the agent to eliminate errors. Sandor mentions a project which included researching sales cycles and client selection criteria. The tool has potential for developing primary research, valuation and diligence work, and incorporating proprietary or licensed material. Timestamps: 02:44: Development of the AI Research Companion 05:42: Current and Future Features of the Tool 08:55: Walkthrough of the AI Research Companion Tool 18:54: Detailed Explanation of the Research Plan 25:22: Running and Reviewing the Research Plan 33:20: Future Developments and Use Cases 37:20: Conclusion and Contact Information Links: Website: https://www.chronosinsights.com/ 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.