Generative AI and Large Language Models, such as OpenAI’s GPT4, provide new opportunities to leverage data and improve the way you work: analyzing large volumes of data to retrieve information, drawing new insights, instantly creating new documents, and much more.
However, all of this depends on the ability to interact with your private data, data which in most cases is stored in a variety of ways: spreadsheets, forms, text files, company databases, or applications like HubSpot or Salesforce.
SmartPipes are a new way of extracting and preparing data that leverages new capabilities enabled by AI. Instead of traditional data engineering techniques that rely on technical coding, brittle definitions, and manual work, they create a Semantic Data Lakehouse where data is interpreted and its meaning understood.
Once data has been ingested into the Semantic Data Lakehouse, it is then structured into query-friendly format and definitions made available to downstream systems and LLMs for easy consumption.
SmartPipes Unlocks New Capabilities Through Data Integration
SmartPipes transforms the way retail businesses manage and analyze their customer and inventory data. By integrating data from multiple sources, such as online sales, returns and customer feedback, SmartPipes creates a data repository that supports enhanced decision-making. Retailers can rapidly understand trends, optimize product messaging and inventory levels, and more.
The ability for managers to make queries in plain English makes data insights accessible to all team members. Existing dashboards and reports work well to provide an overview of WHAT is happening – but self-service BI tools that enable understanding WHY it is happening are complex and too technical for most business users. Natural language queries speed up the time-to-answer for the business users from days or even weeks to just a few seconds.
In the healthcare sector, SmartPipes facilitate the aggregation of insurance plans, eligibility data and deductible information. By automating the ingestion and standardization of data from various healthcare systems and file formats, it enables quick and easy access to patient information. Healthcare professionals can spend less time on data management and more time working with patients to find the best options for treatments.
Moreover, the platform’s scalability and cloud infrastructure supports the growing volume of healthcare data as it easily handles hundreds of data sources – all while maintaining strict PII/PHI guidelines to protect data privacy and security.
Accessible data is a game-changer for city officials and community leaders. By tapping into public data from multiple sources enriched with resident feedback, they can access a holistic view of community dynamics. The ability to easily query comprehensive datasets helps them in making informed decisions about the trajectory, needs and priorities of their communities.
SmartPipes simplifies the process of data integration by allowing users to convert unstructured, varied data sources into structured, actionable formats that can be well understood by Generative AI models and SAAS applications. Our platform automates the data ingestion and transformation process, making it accessible for non-technical users and reducing the reliance on data engineering resources.
SmartPipes is ideal for SAAS companies, customer service departments, organization leaders, and anyone who needs access to their existing data. It is particularly useful when large numbers of diverse data sources need to be consolidated and analyzed efficiently.
The cost of a SmartPipe is a direct function of the volume of data processed. If you have multiple data sources, you can set up multiple SmartPipes (one for each data source). There is no limit to the number of SmartPipes you can have active in your account.
In addition, you might need support from our Data Team for either setup or ongoing questions. They are always available and billed on an hourly rate.
No, technical expertise is not necessary to use SmartPipes. Our platform and friendly onboarding team can assist you to connect your data sources. Once connected, you will be able to immediately start viewing uploaded data and monitoring information about data pipeline status.
Data security and privacy are paramount at SmartPipes. We adhere to stringent data protection protocols, encrypt all data in transit and at rest, and comply with major regulatory frameworks to ensure that your data is handled securely and confidentially.
SmartPipes offers comprehensive support through a range of options including onboarding assistance, a detailed knowledge base, direct support from our technical team, and ongoing consultancy services to help users maximize the value of their data integrations.