AI Agent Aidnn Tackles Big Data's Decades-Old Problem

Isotopes AI, co-founded by Hadoop veteran Arun Murthy, unveils an AI agent designed to bridge the gap between data and business users.

Isotopes AI has launched Aidnn, an AI agent aimed at solving the long-standing challenge of data accessibility for business managers. Co-founded by Hadoop pioneer Arun Murthy, the startup leverages large language models (LLMs) to allow natural language queries of complex data, promising to democratize data insights.

Katie Rowan

By Katie Rowan

September 6, 2025

4 min read

AI Agent Aidnn Tackles Big Data's Decades-Old Problem

Key Facts

  • Isotopes AI launched Aidnn, an AI agent for data analytics.
  • Aidnn allows business managers to query data using natural language.
  • The agent gathers data from finance apps, ERP, CRM, and cloud storage.
  • Isotopes AI co-founder and CEO Arun Murthy previously worked on Hadoop.
  • Isotopes AI has applied for 10 patents for its technology.

Why You Care

Ever felt frustrated trying to get a straight answer from your company’s data? Imagine needing a crucial report but waiting days for the IT team to pull it. This common challenge has plagued businesses for decades. Now, a new AI agent called Aidnn promises to change that. It aims to put data insights directly into your hands.

Isotopes AI, a new startup, has unveiled this approach. Their goal is to empower business managers. They want to help you ask complex data questions in plain language. This creation could transform how businesses make decisions, making data accessible to everyone who needs it.

What Actually Happened

Isotopes AI has launched Aidnn, an AI agent designed to solve a persistent problem. This problem is that the people who manage big data infrastructure are not the ones who need to use the data. According to the announcement, Aidnn allows business managers to query their data using natural language. This means no more complex code or specialized requests.

Aidnn leverages large language models (LLMs). These models enable the agent to understand and process human language. The company reports that Aidnn can provide answers and draft detailed planning documents. It gathers data from various sources. These sources include finance applications, Enterprise Resource Planning (ERP) systems, Customer Relationship Management (CRM) platforms, and cloud storage.

Isotopes AI’s co-founders bring significant experience to this venture. Arun Murthy, a co-founder and CEO, previously worked on Hadoop. Hadoop was an open-source project that spurred the initial Big Data frenzy of the 2010s. This deep background informs their approach to data accessibility.

Why This Matters to You

This new AI agent could significantly impact your daily work. It directly addresses the disconnect between data and decision-makers. Think of it as having a highly intelligent data analyst on call, available 24/7. You can simply ask your question, and Aidnn will find the answers.

For example, imagine you are a sales manager. You need to know which product lines performed best in the last quarter across different regions. Instead of submitting a request to the data team, you could simply ask Aidnn. It would then pull the relevant figures from your CRM and finance apps. This saves time and speeds up decision-making.

Key Capabilities of Aidnn:

  • Natural Language Querying: Ask questions in plain English.
  • Cross-system Data Gathering: Accesses data from diverse systems.
  • Automated Document Drafting: Creates complex planning documents.
  • Empowers Business Users: Reduces reliance on IT for data insights.

Arun Murthy, CEO of Isotopes AI, highlighted the long-standing nature of this issue. “It offers an AI agent to solve a problem that data analytics products have struggled with for decades: The people who know how to run the big data infrastructure are not the ones who actually need to use the data,” as mentioned in the release. This underscores the core challenge Aidnn aims to overcome. How much more efficient could your team be with data access?

The Surprising Finding

Despite the multitude of agentic business analytics offerings available, Isotopes AI stands out. The surprising aspect is the sheer sophistication of their product. The startup has already applied for 10 patents for its system, as co-founder CEO Arun Murthy told TechCrunch. This indicates a significant level of creation. It also suggests a unique approach compared to other solutions.

This is surprising because many AI agent solutions are still in early creation. They often focus on niche applications. However, Isotopes AI’s pursuit of multiple patents challenges common assumptions. It suggests they have developed genuinely novel methods for data interaction. This level of intellectual property protection points to a and differentiated product. It’s not just another chatbot; it’s a deeply engineered approach.

What Happens Next

The launch of Aidnn marks a significant step in data analytics. We can expect to see initial deployments in businesses over the next 6-12 months. Companies will likely trial Aidnn in specific departments first. This could include finance, sales, or operations teams. The goal will be to assess its impact on efficiency and decision-making speed.

For example, a large retail chain might use Aidnn to analyze supply chain data. It could identify bottlenecks or predict inventory needs. This would allow for more agile responses to market changes. Your business could explore pilot programs to test Aidnn’s capabilities. This would provide a competitive edge.

The industry implications are substantial. If Aidnn proves successful, it could accelerate the adoption of AI agents across various business functions. It might also push other analytics providers to integrate similar natural language capabilities. The technical report explains that the focus is on democratizing data. This trend will likely continue, empowering more employees with direct access to information.

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