#United States #Chicago #AI Agents #Celonis #Bloomfilter

Bloomfilter Unveils Agent Miner App to Enhance AI-Human Collaboration

On November 4, 2025, Bloomfilter, a recognized leader in software development intelligence solutions, proudly announced the release of the Celonis Agent Miner by Bloomfilter app. This innovative app is designed to improve how businesses govern, measure, and optimize the interaction between AI agents and human workers. The official launch event was held at Celosphere 2025, a key Process Intelligence conference in Munich, Germany, showcasing the app’s transformative potential for the corporate landscape.

Addressing Coordination Challenges in Agentic Development

As companies increasingly embrace AI agents within their operations, they encounter a significant hurdle: the complex integration of these digital workers into existing processes. A recent study by MIT revealed a startling statistic—95% of AI pilot programs fail to progress into regular production. This failure is primarily due to the coordination challenges and the agents’ inability to learn from their environments effectively.

The Celonis Agent Miner app addresses these issues head-on, offering features that include:
1. Process-mining proprietary data: It extracts crucial process information securely from behind corporate firewalls, ensuring that agent activities are aligned with strategic business goals.
2. Unified process visibility: The app merges data from traditional system event logs with new agentic event logs, creating a cohesive view of operations in hybrid work environments.
3. Refined AI utilization: By feeding process intelligence back into the AI ecosystem, the app enhances agent prompts through techniques like LLM fine-tuning and Retrieval Augmented Generation (RAG), further improving decision-making via the Model Context Protocol (MCP).

Insights from Industry Leaders

During the event, Erik Severinghaus, Co-Founder and Co-CEO of Bloomfilter, expressed his excitement about the partnership with Celonis. He emphasized the potential of using process intelligence to transform confusion in agent interactions into cohesive collaboration between humans and machines.

Aaron Fulkerson, CEO of Opaque and a Bloomfilter client, noted, “We recognize the importance of governance and security in the transition towards AI. Utilizing Bloomfilter’s Agent Miner app will aid us in overseeing our agents as we establish a reliable infrastructure for trusted AI.” Likewise, Choon Aun Quek, Chief Growth Officer at KMS Technologies, highlighted Bloomfilter's role in supporting clients through the upcoming agentic future, saying, “The fusion of human and digital workers represents the future of software development and broader business processes.”

Demonstrating the App's Capabilities

At Celosphere, Bloomfilter showcased how the Agent Miner app empowers organizations to:

• - Quantify the ROI of processes enabled by AI.
• - Govern hybrid processes involving both autonomous agents and human workers.
• - Leverage process intelligence to maximize the effectiveness of agentic labor.

Eugenio Cassiano, Senior Vice President at Celonis, remarked on the crucial intersection of AI and process intelligence, noting that achieving AI's full potential in enterprise settings hinges on understanding and controlling AI agents' behaviors thoroughly.

Conclusion

The Celonis Agent Miner by Bloomfilter represents a leap forward in the realm of AI deployment within businesses. By bridging the gap between human and AI capabilities, the app not only promises to streamline workflows but also lays the groundwork for a more integrated future in software development. Bloomfilter continues to lead the charge in redefining workplace dynamics through innovative technological solutions. For more information about Bloomfilter and the Agent Miner app, visit Bloomfilter's website.