Our Blog Posts

Enhancing customer experience and operational efficiency with RAG, embeddings and MongoDB

Posted on: 18/12/2024 (last updated: 19/12/2024) by Ivan Martynov

When it comes to RAG and LLMs, integrating embeddings with robust databases like MongoDB can help organizations optimize data retrieval and task performance, allowing enterprises to dynamically access pertinent information.

Why your business isn’t making the most of MongoDB

Posted on: 12/12/2024 by Luke Jovetic

Discover the secrets to MongoDB success and the tools you need to overcome the common challenges preventing you from maximizing its success.

Get more value from MongoDB: The latest game-changing features from Studio 3T

Posted on: 04/12/2024 (last updated: 11/12/2024) by Kirsty Burgess

Deploying quality software on time is a challenge. Find out how to improve development productivity and fix performance bottlenecks in MongoDB.

How to get more from your data with embeddings for MongoDB Vector Search

Posted on: 03/12/2024 by Ivan Martynov

You could be forgiven for thinking the term “embeddings” is just another tech buzzword. But these mathematical representations of data are transforming the way we approach information. Embeddings are algorithms that convert complex data, like text and images, into a structured numerical format that machines can easily understand. They also act as a bridge between […]

How insurance companies benefit from overcoming data challenges with MongoDB

Posted on: 20/11/2024 (last updated: 02/12/2024) by Abhishek Bagga

As any organization in the insurance industry will know, there is a growing need to effectively manage and store huge amounts of information, including claims data, customer information and policy records. Poor data quality can result in wasted resources, negative impacts to reputation and damage to the reliability of analytics. Research by Precisely found 70% […]

Navigating the landscape of open source LLM classifications for enterprises

Posted on: 19/11/2024 (last updated: 02/12/2024) by Ivan Martynov

As enterprises stand on the brink of the artificial intelligence revolution, the emergence of Large Language Models (LLMs) has presented a game-changing opportunity across industries. Now, more than ever, executives, managers, and directors must recognize the significance of incorporating open source LLMs into their operations, which promises not only enhanced efficiency but also strategic advantages […]

How AI and MongoDB are a game-changer for data insights

Posted on: 18/11/2024 (last updated: 02/12/2024) by Luke Jovetic

Artificial intelligence (AI) is a hot topic across many areas of business, with its popularity and use cases growing by the day. The 2024 Artificial Intelligence Report by Financial Information Management (FIMA) found 67% of senior data executives use AI and machine learning for market analysis purposes, while more than half (53%) use it to […]

How to deliver consistent data quality and insights at scale with MongoDB

Posted on: 11/11/2024 (last updated: 02/12/2024) by Luke Jovetic

With data’s increasingly important role in business decision making, data quality and consistency are essential to ensure the information can be relied upon. Organizations without a proactive data quality strategy in place are at greater risk of errors. This can delay projects, increase the need for rework, and put those involved at risk of falling […]

How vector search can transform enterprise data retrieval

Posted on: 08/11/2024 (last updated: 02/12/2024) by Ivan Martynov

For data-driven organizations, quick and accurate information retrieval is crucial. Whether it’s a customer service representative needing precise details to resolve a ticket, or a financial analyst gathering insights to make investment decisions, ease of access to relevant information can make or break a business. Estimates of the costs of poor data quality vary, but […]

Why your business needs intelligent enterprise chatbots

Posted on: 04/11/2024 (last updated: 02/12/2024) by Ivan Martynov

Businesses should always be on the lookout for ways to improve operations, enhance customer engagement, and stay ahead of the competition. One technology that has caught the attention of CTOs, IT Managers, and Enterprise Architects is the enterprise chatbot. As intelligent systems become increasingly important to modern business strategies, a good understanding of the uses […]