CASE STUDY

90% Customer Retention — Mill Pond Research's story with TypingMind

In this interview, we'll explore how TypingMind empowers Mill Pond Research to transform AI solutions for their users and clients. Let’s jump in!

>90%

customer retention rate

50+

built-in AI Agent

15.9M

tokens used per month

We chose TypingMind because it aligns well with our vision for Ask Alpha. TypingMind offers many features we are looking for in an AI system. [...] Many of the features in TypingMind are unrivaled in the AI space.
Pete Shimshock - Cofounder and CAIO of Mill Pond Research
Pete Shimshock
Cofounder and CAIO of Mill Pond Research

About Mill Pond Research

Today, we're thrilled to have Pete Shimshock, Cofounder and CAIO of Mill Pond Research, joining us. Mill Pond Research is pioneering the integration of AI into business workflows, and they've chosen TypingMind as a key partner of their Ask Alpha project.

Belle
BelleTypingMind

Hi Pete, it's great to have you here! Can you share a bit about your company background and experience with us?

Pete
PeteMill Pond Research

Founded in 2023, Mill Pond Research is at the forefront of the AI revolution. We believe that AI will significantly impact business, much like the internet did, and businesses need to adopt long-term AI strategies to survive and thrive in this rapidly evolving space. To aid in this effort, Mill Pond Research is focused on building the future of business-focused AI through highly tailored solutions for mid-sized enterprises and government agencies that empower teams to work more efficiently.

Belle
BelleTypingMind

As an early adopter of AI, what led you to choose TypingMind for your Ask Alpha project - AI Workbench Solution? How did it fit into what you were aiming to achieve?

Pete
PeteMill Pond Research

We chose TypingMind because it aligns well with our vision for Ask Alpha. TypingMind offers many features we are looking for in an AI system, including:

  • Model-agnostic architecture, which complements our goal of providing access to various AI models from different providers.
  • Easy plugin and agent creation frameworks, which align with our extensive library of AI agents and plugins.
  • Custom prompt library, which fits well with our engineered prompts feature.
  • The ability to leverage a proprietary knowledge base, which is crucial for our system that includes over 5 million words of custom knowledge.

The TypingMind team's active development and frequent feature releases allow us to focus on maintaining customer relationships, providing training for users, and experimenting with prompt templates. This aligns perfectly with our goal of ensuring our users have the best experience possible with Ask Alpha.

Ask Alpha Chat Interface Powered by TypingMind

Ask Alpha Chat Interface Powered by TypingMind

We chose TypingMind because it aligns well with our vision for Ask Alpha. TypingMind offers many features we are looking for in an AI system.
Pete - ask-alpha
Pete Shimshock
Cofounder and CAIO of Mill Pond Research

Use Case for TypingMind

Belle
BelleTypingMind

It's great to hear TypingMind fits so well with Ask Alpha! Many of our users are also taking advantage of multiple AI models, built-in plugins, prompt libraries, and AI Agent collections for their team members.

Could you elaborate on how TypingMind is integrated into your daily operations?

Pete
PeteMill Pond Research

We offer a managed premium business-focused AI chat experience for professionals. Through our training data and prompting methodologies, our users are more confident in the accuracy and quality of our AI outputs. Many of our users come from other AI systems seeking out a better AI system, and Ask Alpha delivers. Our users range in professions – copywriters, lawyers, students, entertainment professionals, creatives, government contractors, and more. They use it as their digital multi-tool – for asking questions, searching the web, document creation, image generation, code generation, brainstorming, data analysis, creative assistance, translation, reformatting documentation (from outline to presentation), summarizing documents, creating knowledge bases, and more.

We believe the ability to switch between AI models is crucial. We leverage the custom prompt library constantly... Our AI Agent library is now at over 50 agents [...]
Pete - ask-alpha
Pete Shimshock
Cofounder and CAIO of Mill Pond Research
Belle
BelleTypingMind

You seem to have a solid strategy for implementing TypingMind for your users/clients. Your approach of combining TypingMind's flexibility with custom training data and tailored methodologies is exactly what we encourage our users to strive for.

Among all the features available within TypingMind, which one has proven to be the most valuable in improving Ask Alpha's capabilities?

Pete
PeteMill Pond Research

Many of the features in TypingMind are unrivaled in the AI space. We believe the ability to switch between AI models is crucial. We leverage the custom prompt library constantly – updating prompts and tweaking them as best practices get updated. Our AI Agent library is now at over 50 agents, each with custom instructions, knowledge, and dynamic information pulled in through APIs. We love the responsive UI – allowing for seamless use on desktop or mobile. The new Prompt Chaining is an exciting and very powerful new feature - we're still exploring how to fully utilize its functionality.

Ask Alpha implements Prompt Chaining on TypingMind

Ask Alpha implements Prompt Chaining on TypingMind

Belle
BelleTypingMind

As AI models continue to evolve, the ability to adapt and switch between them is crucial for delivering optimal results to your clients.

And wow, the number of your AI Agents is impressive! Could you share more details about some of these AI agents and the roles they play for your team members?

Pete
PeteMill Pond Research

Certainly! We've developed several AI agents tailored to meet our needs.

For example, our "US News Reporter" agent provides incisive and insightful news, helping clients stay informed with the latest developments. The "HTML Wizard" is designed to assist in creating immersive HTML content quickly and efficiently. Meanwhile, our "Professional Writer" agent supports content creation and copywriting, offering high-quality writing assistance for a range of professional purposes.

Ask Alpha AI Agent Library

Ask Alpha AI Agent Library

Key Metrics and Evaluation

Belle
BelleTypingMind

Would you say TypingMind has fully met your needs so far?

Pete
PeteMill Pond Research

Yes! We love TypingMind and think it's the ideal system to build a custom AI workbench on.

Our customer retention rate is higher than 90%.We attribute this to the excellent software provided by TypingMind [...].
Pete - ask-alpha
Pete Shimshock
Cofounder and CAIO of Mill Pond Research
Belle
BelleTypingMind

Thank you, Pete! How has TypingMind contributed to your overall business goals? Have you seen any measurable impacts?

Pete
PeteMill Pond Research

Our customer retention rate is higher than 90%. We attribute this to excellent software, provided by TypingMind, as well as our "Hero-Making" client success services.

Ask Alpha Analytics Dashboard on TypingMind

Ask Alpha Analytics Dashboard on TypingMind

Belle
BelleTypingMind

I'm curious about your decision-making process when choosing TypingMind. Did you evaluate other solutions before settling on TypingMind? What made it stand out from other options in the market?

Pete
PeteMill Pond Research

Yes, and we're constantly evaluating other systems. We continue to use TypingMind for its versatility, flexibility, and customization options. It feels like a "Wordpress" for Chat AI.

Recommendations

Belle
BelleTypingMind

The comparison to WordPress is interesting - it really highlights the flexibility and customization potential of TypingMind.

As you continue to push the boundaries of what's possible with the platform, have you encountered any limitations or areas where you'd like to see improvements? Are there any features you're hoping to see in future updates?

Pete
PeteMill Pond Research

Yes, the ability to concurrently prompt multiple models/agents and bring the results back into a main thread. See Beam: Better Decisions, Lower Risk, with Multi-Model AI Reasoning – big-AGI. I think with TypingMind, this feature could become even more powerful leveraging Agents versus just models. (Imagine being able to call in multiple agents into a single thread or working with one agent and pulling in a second one). This would be a killer feature.

  • Allow for "Custom Model Settings". For example, GPT-4 now has a maximum token output of 16,000+. When I switch between GPT-4 to Claude 3.5 Sonnet without adjusting the model settings, I'm met with an error message saying the token limit is too high. I should be able to save settings to specific models versus just the "Default Settings".
  • I'd love to be able to customize the default AI agents provided by TypingMind.
  • I really want a "BrightData" plugin which allows the user to add any of the BrightData APIs for contextualizing the prompt with information from the web. This would be huge!
We feel that we're not customers but partners of TypingMind. They focus on the software and we focus on optimizing the customer/user experience to be the best AI chat experiences on the web.
Pete - ask-alpha
Pete Shimshock
Cofounder and CAIO of Mill Pond Research
Belle
BelleTypingMind

Given your positive experience and the success you've had with TypingMind, would you recommend it to other businesses looking to implement AI solutions? And if so, what advice would you give them?

Pete
PeteMill Pond Research

Absolutely, we feel that we're not customers but partners of TypingMind. They focus on the software, and we focus on optimizing the customer/user experience to be the best AI chat experiences on the web. Many users find the process of setting up and managing an AI system to be complex – this is where Mill Pond Research is an excellent partner in building intelligence systems for organizations.

Belle
BelleTypingMind

Thank you so much for sharing valuable insights, Pete!

Final Thought

The conversation with Pete Shimshock has given us a glimpse into the future of AI-powered business solutions. Mill Pond Research's innovative use of TypingMind in their Ask Alpha project demonstrates the transformative potential of AI when combined with visionary thinking and strategic implementation.

Stay tuned for more exciting interviews and insights!


Author
Belle Nguyen
Marketing Team of TypingMind
Posted 20 Sep 2024
This article is written from an interview transcript between Mill Pond Research and TypingMind. Edited by human with AI assistance. Learn how to harness the power of AI in your business using TypingMind.

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