SuperduperAgents

**Superduper Agents** transforms business users into expert data analysts, and AI-developers. The platform integrates with your Snowflake and other databases, as well as your unstructured document stores. It empowers anyone to talk to their entire data – while every agent answer comes with exact references to the paragraphs and queries used – and to create custom agents that automatically act on events – automating tasks, surfacing insights, generating reports, sending alerts, answering questions. All without writing code, crafting SQL, and wrangling dashboards.

**Install the free trial in a few simple steps by clicking the blue button in the top right or [book a personalized demo or white-glove onboarding session](https://calendly.com/superduper-demo/30min).**

Every query, task, and agent action is written back to Snowflake. That means your agents’ work is accessible not only to your team but also to downstream agents and workflows. This empowers end-to-end observability, accountability, and true multi-agent collaboration, opening new dimensions for product innovation and operational efficiency – without writing any code.

Superduper Agents installs easily as a Snowflake Native App, running securely on Snowpark Container Services within your Snowflake account.

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## **At your fingertips, you and your team can:**

✅  **Delegate complex tasks and workflows to agents** that have real time access to your data and can instantly act on new information or data changes across your systems and tools.

✅  **Perform deep data analysis** on all your structured data in Snowflake and your unstructured documents in one place, and receive precise citations for every insight – from SQL query to specific passages in your documents.

✅  **Extract key information from unstructured documents** and automatically store it in Snowflake tables, ready for analytical queries and available to your agents.

✅  **Create sophisticated data pipelines** to generate insights and features.

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# Use Cases:

## Data Analytics & Business intelligence

“Analyze our monthly revenue data to identify the top drivers of growth and create a one-page summary for the executive team.”

“Which product categories have the highest profit margins, and how do they differ across various regions?”

“Perform a cohort analysis of new users over the last six months to spot usage and retention trends.”

## Legal

"Notify me when a contract is due next week by sending an email to my inbox with a short summary!"

"What did contract XYZ mention about Non-Disclosure?"

## Human Resources

"Analyze incoming candidate CVs and match them to open positions with school grades, providing key arguments for the ranking."

"What is the non-compete clause of employee ABC?"

"Analyze last quarters exit interviews and rank the top reasons employees leave, segmented by department."

## Customer Success

"Draft a response to every incoming user support request based on our documentation and troubleshooting guidelines and add it to the CRM ticket."

"Extract the customer lifetime value (LTV) of our 10 biggest customers from the purchase history and predict future revenue."

"What are the top common themes from last quarter’s customer feedback?"

## Marketing & Sales

"Every morning, tell me the best-performing marketing channel and summarize its previous-day performance."

"Write follow-up emails to all lead with inactivity higher than 10 days, highlighting the business value of our solution."

"What was the booth size of last year’s event location for our summer fest?"

## IT & Security

"Check the access logs for abnormalities and security risks every hour and notifiy me via email providing a report if you find anything suspicious."

"Analyze historical incident reports and predict which systems are most vulnerable to failure in the next six months."

"Where do I find the documentation of feature XYZ?"

## Operations & Supply Chain

"Identify the most cost-effective suppliers by analyzing internal delivery data, defect rates, and procurement costs over the last year."

"Predict supply chain bottlenecks by analyzing inventory, and production schedules."

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# Core Features: 

- **Easy and secure installation**Superduper Agents installs inside your own Snowflake account in a few simple steps.
- **Snowflake security & accountability**By keeping your data and agent outputs in Snowflake, you maintain maximum control and compliance, ensuring your data remains secure and accountable within your environment.
- **Combination of unstructured and structured data**Your agents have access to your documents and files as well as the tables in Snowflake (and other databases). The system automatically performs all the steps needed to make your data AI-ready and AI-available: extraction (OCR), semantic chunking, vectorization, indexing, metadata and schema generation.
- **Latest agentic retrieval, reasoning & tool selection**Your agents are built on the most sophisticated agentic AI methodologies, frameworks and tools to retrieve all relevant data and achieve the highest possible accuracy and quality: query deconstruction & optimization, combined retrieval methods (vector search + text-to-query), complex reasoning, and evaluation.
- **True multi-agent collaboration**All queries, tasks, jobs, and actions retain integration with the data backend, allowing agents to perform dynamic database reads, writes, and analyses within the “think, reflect, act” paradigm: hierarchical (agents spawn sub-agents, etc.); multi-agent (queries request output from several agents); templated (agents may be duplicated with alternative parameters).
- **Live updates**Agents can react to incremental data updates in unstructured and structured data via change-data-capture in real time.
- **Accuracy and quality evaluation & benchmarking**The platform includes an evaluation module that generates scores from auto-created benchmark questions based on your data, enabling continuous learning and optimization.
- **Powered by open-source**Built on our open-source framework Superduper, the platform keeps its roadmap open to a high degree of extensibility and customization, including model fine-tuning and automatic agent generation.

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# Upcoming Features & Integrations:

- **Microsoft SharePoint**Automatically sync your SharePoint document libraries for seamless data analysis and automation.
- **Snowflake Cortex & other model providers**Leverage Snowflake’s internal models or connect to the LLM API provider of your choice.
- **Upload your own model**Hosting and training of proprietary or open-source AI models (LLama, DeepSeek, etc.) within Snowflake, ensuring zero external data sharing.
- **Superduper Auto-Pilot**Allowing AI to proactively suggest tasks, triggers, and workflows critical to your role. The agents learn your objectives and alert you about relevant data or insights to maximize success.
- **Full multimodality**Expanding AI capabilities to handle video, images, and audio for richer, more comprehensive data analysis.

For more details on (custom) integrations and our latest roadmap, contact us via email at [[e-mail]](mailto:[e-mail])