Wednesday, March 25, 2026
Business Honor

Sifflet is a company that specializes in data observability technology and has a primary focus on assisting businesses in transforming their raw data into trusted and actionable intelligence. The company provides end-to-end visibility for the entire data stack, thus assisting businesses in overcoming various technical and operational issues, which could otherwise impact the quality of their data. Sifflet enables businesses to trust their data, which in turn results in improved business, team, and operational efficiencies. The company’s primary aim is to help businesses overcome data errors and data breaches, thus enabling them to trust their data, which eventually results in improved business and operational efficiencies.
The primary mission of Sifflet is to assist businesses in attaining data breakthroughs, where complex data can be transformed into high-performing products, strategies, and values. The company’s primary focus on operational efficiencies, reliability, and actionable intelligence enables businesses to maximize the potential of their data, thus resulting in improved business, operational, and competitive efficiencies.
Solutions Offered by Sifflet
Monetization of Data
Sifflet assists businesses in realizing the complete potential of their data through the creation of trustworthy and high-quality data products. The Sifflet platform begins with discovering the most important data sets within an organization. It uses analytics to determine patterns in data usage and quality to identify monetization opportunities.
Sifflet also assists businesses in discovering data combinations that have the ability to generate additional value for the business. This allows businesses to maximize their most important data assets.
Sifflet assists businesses in ensuring the excellence and trustworthiness of data products beyond discovering monetization opportunities. The Sifflet platform assists businesses in reducing the cost of maintenance through monitoring and in preventing data quality issues to protect revenue streams.
The Sifflet platform assists businesses in streamlining data delivery and sharing to maximize the value and trustworthiness of data products. This allows businesses to maximize the value and revenues gained from their data products.
Monitoring at Scale
Sifflet allows organizations to effectively monitor data with complete and accurate information, even as their data stacks become increasingly complex. The solution assists organizations in scaling up their monitoring infrastructure effectively and efficiently, reducing resource requirements and providing better signal quality and better information on how these systems are impacted.
Sifflet allows organizations to effectively address scaling challenges such as tribal knowledge and monitor maintenance and updates. The solution offers organizations an opportunity to create monitors automatically, receive AI-driven recommendations, and utilize Data Quality as Code (DQaC) to maintain and update monitors effectively.
Sifflet also allows organizations to implement monitoring practices that are standardized across tools, platforms, and teams. The solution offers organizations end-to-end visibility via automated dependency mapping and provides unified alerting and response workflows. This allows organizations to effectively monitor data with high quality, reduce noise levels, and effectively address complex data pipelines.
Incident Response Optimization
Sifflet revolutionizes data quality management by helping organizations prevent, detect, and resolve incidents in record time. This tool helps organizations move from a reactive to a proactive approach, utilizing real-time notifications and sophisticated monitoring to detect disruptions before they affect critical business activities.
Using multidimensional and machine learning-based monitors, Sifflet helps protect critical business KPIs and ensures high data quality for business-critical data. The out-of-the-box and customizable monitors deliver complete end-to-end monitoring, and the artificial intelligence ensures the effectiveness of the monitors, reducing the need for reactive approaches.
How Sifflet resolves incidents: Sifflet helps resolve incidents in record time, providing complete visibility of the systems and the data flow, which helps trace the data flow and dependencies, ensuring minimal disruption to business activities. The tool offers features like Flow Stopper, which helps prevent disruptions, ensuring high data quality and business continuity. This helps deliver high performance in complex data stacks.
Salma Bakouk – Co-founder & Chief Executive Officer
Salma Bakouk is the CEO and Co-founder of Sifflet, a leading data observability platform. Before launching Sifflet, she worked in quantitative sales and trading at Goldman Sachs, gaining insight into the critical impact of reliable data on complex models. Salma holds dual master’s degrees in Applied Mathematics and Computer Science from École Centrale Paris and has been recognized among Europe’s Top 100 Women in Tech. A frequent speaker at major industry events such as Gartner D&A Summit and Big Data LDN, she combines technical expertise with strategic leadership. Outside of work, she enjoys mountain trail running, exploring new cities, and spending time with her dog, reflecting the same clarity and balance she brings to data management.