How NetSuite and AI Improve Reporting and Automation
NetSuite and AI are transforming how businesses analyze data, automate workflows, and make faster, more informed decisions. As Oracle continues to expand NetSuite AI-native ERP features, organizations can take advantage of embedded AI capabilities while also extending NetSuite with external AI platforms for even greater flexibility and automation.
One way to unlock these advanced capabilities is through NetSuite AI Connector, which enables businesses to securely connect NetSuite with leading large language models (LLMs) like Claude and ChatGPT. This allows users to query ERP data using natural language, automate reporting, and generate actionable insights without complex manual analysis.
The demonstration below shows how NetSuite AI Connector can combine NetSuite data with external market information to automate competitive pricing analysis, showcasing a practical example of how NetSuite and AI can work together to improve decision-making and operational efficiency.
How NetSuite and AI Work Together
While many AI tools focus on generating content or answering questions, the real value comes when AI can securely interact with your ERP data. By combining NetSuite and AI, organizations can retrieve information using natural language, automate repetitive business processes, and enrich ERP data with insights from external sources.
Rather than replacing existing workflows, AI helps employees complete them more efficiently. Finance teams can automate reporting and accounts payable tasks, operations teams can streamline data entry, and decision-makers can quickly generate charts, summaries, and business insights without manually building reports or saved searches.
The examples below demonstrate how these capabilities work in practice using NetSuite AI Connector, showing how AI can help organizations save time, reduce manual effort, and make more informed business decisions.
Watch the NetSuite demonstration below to see how NetSuite AI Connector extends NetSuite’s AI-native features with conversational reporting, AI-powered automation, and real-time business insights.
Using AI to Query NetSuite Data
One of the first demonstrations showed how easy it is to retrieve meaningful business insights directly from NetSuite using natural language.
Instead of creating saved searches or custom reports, users can simply ask questions like:
- “Show me the top 10 customers by sales this fiscal year, including assigned sales reps and the primary contact.”
- “What are my top five selling items?”
- “Which customers generate the highest percentage of revenue?”
The AI connector then:
- Accesses NetSuite data
- Identifies the appropriate records
- Pulls customer and sales information
- Analyzes the results
- Generates executive-level insights
Within seconds, the system produces:
- Ranked customer sales data
- Assigned sales representatives
- Primary customer contacts
- Revenue concentration insights
- Key business takeaways
These conversational insights help teams move beyond reporting to better decision-making. Sales leaders can quickly identify their most valuable customers, marketing teams can adjust strategies based on top-selling products, and finance teams can uncover trends and risks without manually building reports.
Instant Charts and Visualizations
The AI capabilities extend beyond reporting by transforming data into presentation-ready visualizations.
After generating the customer sales analysis, the AI assistant was prompted to create a chart that could be used in a presentation.
Instead of exporting data into Excel and manually building graphs, the visualization was created directly within the conversation.
Users can continue refining results through natural language, generate additional charts, and export visualizations as downloadable PDFs for presentations, executive updates, or internal reporting.
This conversational workflow eliminates manual formatting and allows teams to move seamlessly from:
- Question
- Data retrieval
- Analysis
- Visualization
For finance leaders and executives, this means faster decision-making and significantly less manual effort preparing reports for meetings and presentations.
Automating Vendor Creation From PDFs
While analytics are powerful, one of the most compelling use cases we demonstrated was operational automation.
The demo shows how you can upload a vendor registration PDF directly into ChatGPT and instruct the AI to create a new vendor inside NetSuite.
Traditionally, this process requires someone to:
- Review the PDF manually
- Log into NetSuite
- Re-enter all vendor details field by field
- Verify data accuracy
With the AI Connector, the AI can:
- Read and interpret the PDF
- Understand contextual information
- Match fields to NetSuite records
- Automatically create the vendor record
The result is faster vendor onboarding, fewer manual data entry tasks, and improved efficiency for finance teams.
AI-Powered Vendor Bill Processing
Our demo also explored how the NetSuite AI Connector can streamline accounts payable operations by automating vendor bill creation.
Vendor invoices were uploaded directly into the AI assistant and used to automatically create vendor bills in NetSuite.
The AI:
- Read invoice details
- Parsed line items and totals
- Identified vendors
- Created vendor bill records inside NetSuite
Instead of spending time manually entering dozens of invoice lines, AP teams can focus on reviewing and approving transactions.
This shift allows finance teams to spend more time on validation and exception handling rather than repetitive data entry.
Building Intelligent Automation Rules
One of the most important takeaways is that these workflows are highly customizable.
Organizations can create rules and instructions that guide how AI handles exceptions and automates decision-making while maintaining governance and control.
Examples include:
- Assigning default items when products are missing
- Routing transactions for review
- Applying GL coding logic
- Flagging questionable entries
- Managing approval workflows
These capabilities allow organizations to move beyond AI-assisted reporting into intelligent, governed business process automation. By combining conversational analytics with operational workflows, businesses can reduce manual effort, accelerate decision-making, and unlock more value from their NetSuite investment.
NetSuite AI-Native ERP Features Continue to Expand
Oracle continues expanding its NetSuite AI-native ERP features, making artificial intelligence more accessible directly within the ERP.
Through the growing AI Companion Library, users can leverage pre-built prompts and workflows to retrieve information, generate insights, and complete common business tasks without advanced prompt engineering.
While many prompts currently focus on financial reporting and analysis, NetSuite continues to expand the library into additional functional areas.
This lowers the barrier to entry for organizations looking to adopt AI inside their ERP environment.
Many of these capabilities continue to evolve with each NetSuite release. Explore our overview of the latest NetSuite AI enhancements in the NetSuite 2026.2 Release.
Business Benefits of NetSuite and AI
One of the biggest advantages of combining NetSuite and AI is flexibility. Organizations aren’t limited to a single AI experience and can tailor AI capabilities to their unique business processes.
Instead, they can:
- Use their preferred AI platform
- Customize workflows
- Create tailored automation processes
- Extend AI into real operational use cases
The result is a more intelligent ERP environment that helps teams:
- Reduce manual effort
- Accelerate reporting
- Improve operational efficiency
- Increase productivity
- Surface insights faster
How Terillium Helps Organizations Get Started
While the possibilities are exciting, successful AI adoption requires the right strategy, governance, and implementation approach.
That’s where Terillium’s AI Connect offering, a NetSuite AI integration service, comes in.
Terillium helps you:
- Connect NetSuite with AI platforms like ChatGPT and Claude
- Identify high-value AI use cases
- Design secure automation workflows
- Configure AI-driven business processes
- Ensure governance and data security
- Accelerate adoption across teams
Radio Flyer modernized operations by moving from JD Edwards to NetSuite and later implemented the NetSuite AI Connector internally. The project demonstrates how organizations can build on a modern cloud ERP foundation and quickly extend that investment with emerging AI capabilities.
Terillium guided us through a successful, on-time and on-budget global NetSuite rollout. From there, we were able to quickly implement the NetSuite AI Connector on our own. Moving from our legacy on-premise system to NetSuite delivered immediate ROI, and we’re now realizing even greater value through NetSuite’s continued investments in AI.
– Tom, VP of IT at Radio Flyer
Whether you’re interested in conversational reporting, AP automation, or AI-powered business processes, Terillium can help you identify the right use cases and implement NetSuite AI Connector securely.
As NetSuite continues expanding its AI capabilities, organizations that begin exploring AI today will be better positioned to improve reporting, automate business processes, and unlock more value from their ERP investment. Learn more about Terillium AI Connect or contact our award-winning NetSuite team to start building your AI strategy.
