About Acceldata
We provide an Agentic Data Management platform to simplify and accelerate delivering reliable data for AI and other enterprise initiatives.
We founded the company in 2018 in Campbell, CA. We initially developed an enterprise data observability platform, which now forms the core of our Agentic Data Management platform through the xLake Reasoning Engine.
Our platform unifies data quality, data governance, and data catalogs. It uses AI-powered agents to proactively monitor, manage, and optimize data for reliability, governance, and performance. Key components include:
- AI Agents
- Real-Time Collaboration
- The xLake Reasoning Engine (an exabyte-scale, AI-aware data processing engine)
- The Business Notebook (a natural language interface)
- Agent Studio for building custom AI agents
Acceldata’s solutions cover data observability, reliability, discovery, and monitoring for data pipelines, data quality, and compute performance. The platform works with structured, unstructured, and streaming datasets across on-premises, cloud, and hybrid environments, including Snowflake, Databricks, AWS, Azure, and Google Cloud.
Our clients include global enterprises like Nestle, Dun & Bradstreet, Hershey, Pubmatic, HCSC, PhonePe (Walmart), TPG Telecom, Jenius Bank, and Merkle. Our investors include Insight Partners, March Capital, Industry Ventures, Lightspeed, Sorenson Ventures, Sanabil, and Emergent Ventures.
Mission & Values
Our mission is to help data teams build and operate data products.
Our core values are:
- Putting the customer first
- Taking action to make things happen
- Staying humble
- Being efficient
- Continually innovating through deep technical work
Team & Culture
We are a company of 201-500 employees.
Our culture values innovation, creativity, and collaboration. We encourage curiosity and diversity, with a shared commitment to excellence.
Our team works hard and is dedicated, providing daily opportunities for learning, growth, and teamwork.
Frequently Asked Questions
Acceldata offers an Agentic Data Management platform that helps enterprises deliver trusted data for AI and other initiatives. This platform includes AI-powered agents for data reliability, governance, and performance, along with features like the xLake Reasoning Engine, The Business Notebook, and Agent Studio. It provides data observability, data reliability, data discovery, data pipeline monitoring, data quality management, and compute performance monitoring across hybrid cloud environments.
Acceldata’s mission is to empower data teams to build and operate data products. The company’s core values include prioritizing the customer, making it happen, staying humble, being efficient, and continuously building amazing products through deep technical and innovative roots.
Acceldata fosters a dynamic culture that embraces innovation, creativity, and collaboration. The workplace values curiosity, diversity, and a shared commitment to excellence. Employees describe a culture of hard work, dedication, team effort, and continuous learning opportunities.
Yes, Acceldata’s platform supports observing data that is on-premises, in the cloud, and in hybrid environments. It is designed to run on hyperscalers, data clouds, and on-premise infrastructure, including integrations with platforms like Snowflake, Databricks, AWS, Azure, and Google Cloud.
Yes, users can customize data quality rules and specify exactly where these rules apply within the Acceldata platform. The platform also provides recommendations on data quality rules based on the data context.
Acceldata was founded in 2018.
Acceldata is active in the Data Observability, Data Reliability, Data Discovery, Data Pipeline Monitoring, Data Quality Monitoring, Compute Performance Monitoring, Data Pipeline Observability, Data Quality Management, Agentic Data Management, Agentic Ai, Data Quality, Hybrid Cloud, Snowflake, Databricks, Aws, Azure, and Google Cloud markets.
Acceldata has 201-500 employees.
Acceldata hires globally with a remote-first approach, allowing employees to work from anywhere.
Acceldata is not actively hiring at the moment. Check back later for new opportunities.
Yes, Acceldata is a remote-first company.
Acceldata's website is www.acceldata.io .
You can find Acceldata on LinkedIn .
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