Close Menu
    DevStackTipsDevStackTips
    • Home
    • News & Updates
      1. Tech & Work
      2. View All

      CodeSOD: A Unique Way to Primary Key

      July 22, 2025

      BrowserStack launches Figma plugin for detecting accessibility issues in design phase

      July 22, 2025

      Parasoft brings agentic AI to service virtualization in latest release

      July 22, 2025

      Node.js vs. Python for Backend: 7 Reasons C-Level Leaders Choose Node.js Talent

      July 21, 2025

      The best CRM software with email marketing in 2025: Expert tested and reviewed

      July 22, 2025

      This multi-port car charger can power 4 gadgets at once – and it’s surprisingly cheap

      July 22, 2025

      I’m a wearables editor and here are the 7 Pixel Watch 4 rumors I’m most curious about

      July 22, 2025

      8 ways I quickly leveled up my Linux skills – and you can too

      July 22, 2025
    • Development
      1. Algorithms & Data Structures
      2. Artificial Intelligence
      3. Back-End Development
      4. Databases
      5. Front-End Development
      6. Libraries & Frameworks
      7. Machine Learning
      8. Security
      9. Software Engineering
      10. Tools & IDEs
      11. Web Design
      12. Web Development
      13. Web Security
      14. Programming Languages
        • PHP
        • JavaScript
      Featured

      The Intersection of Agile and Accessibility – A Series on Designing for Everyone

      July 22, 2025
      Recent

      The Intersection of Agile and Accessibility – A Series on Designing for Everyone

      July 22, 2025

      Zero Trust & Cybersecurity Mesh: Your Org’s Survival Guide

      July 22, 2025

      Execute Ping Commands and Get Back Structured Data in PHP

      July 22, 2025
    • Operating Systems
      1. Windows
      2. Linux
      3. macOS
      Featured

      A Tomb Raider composer has been jailed — His legacy overshadowed by $75k+ in loan fraud

      July 22, 2025
      Recent

      A Tomb Raider composer has been jailed — His legacy overshadowed by $75k+ in loan fraud

      July 22, 2025

      “I don’t think I changed his mind” — NVIDIA CEO comments on H20 AI GPU sales resuming in China following a meeting with President Trump

      July 22, 2025

      Galaxy Z Fold 7 review: Six years later — Samsung finally cracks the foldable code

      July 22, 2025
    • Learning Resources
      • Books
      • Cheatsheets
      • Tutorials & Guides
    Home»Development»AI Assistant Demo & Tips for Enterprise Projects

    AI Assistant Demo & Tips for Enterprise Projects

    May 15, 2025

    After highlighting the key benefits of the AI Assistant for enterprise analytics in my previous blog post, I am sharing here a demo of what it looks like to use the AI Assistant. The video below demonstrates how a persona interested in understanding enterprise projects may quickly  find answers to their typical everyday questions. The information requested include profitability, project analysis, cost management, and timecard reporting.
    A Perficient Demo of AI Assistant for Project Analytics

    What to Watch Out For

    With the right upfront configuration in place, the AI assistant, native to Oracle Analytics, can transform how various levels of the workforce find the insights they need to be successful in their tasks. Here are a few things that make a difference when configuring the AI Assistant.

    • Multiple Subject Areas: When enterprise data consists of several subject areas, for example Projects, Receivables, Payables, Procurement, etc., performing Q&A with the AI Assistant across multiple subject areas simultaneously is not currently possible. What the AI Assistant does in this situation is prompt for the subject area to use for the response. That is not an issue when the information requested is from a single subject area. However, there are situations when we want to simultaneously gain insights across two or more subject areas. This can be handled by preparing a combined subject area that contains the key relevant information from other underlying subject areas. As a result, the AI Assistant interfaces with a single subject area that consists of all the transaction facts and conformed dimensions across the various transactional data sets. With a little semantic model adjustments this is an achievable solution.
    • Be selective on what is included in AI prompts: Enterprise semantic models typically have a lot of information that may not be relevant for an AI chat interface. Therefore, excluding any fields from being included in an AI prompt improves performance, accuracy, and sometimes even reduces the processing cost incurred by AI when leveraging external LLMs. Dimension codes, identifiers, keys, and audit columns are some examples of things to exclude. The Oracle Analytics AI Assistant comes with a fine-grained configuration that enables selecting the fields to include in AI prompts.
    • Metadata Enrichment with Synonyms: Use synonyms on ambiguous fields, for example to clarify what a date field represents (Is it the transaction creation date or the date it was invoiced on?). Another example of when synonyms are useful is when there is a need to enable proper interpretation of internal organization-specific terms. The AI Assistant enables setting up synonyms on individual columns to improve it’s level of understanding.
    • Indexing Data: For an enhanced user experience, I recommend identifying which data elements are worth indexing. This means the AI LLM will be made aware of the information stored in these fields that you chose while setting up the AI Assistant. This is an upfront one-time activity. The more information you equip the AI Assistant with, the smarter it gets when interpreting and responding to questions.

    For guidance on how to get started with enabling GenAI for your enterprise data analytics, reach out to mazen.manasseh@perficient.com.

    Source: Read More 

    Facebook Twitter Reddit Email Copy Link
    Previous ArticleUbuntu 25.10 to Include New Image Viewer, Terminal Apps
    Next Article A cross-platform Markdown note-taking application

    Related Posts

    Development

    GPT-5 is Coming: Revolutionizing Software Testing

    July 22, 2025
    Development

    Win the Accessibility Game: Combining AI with Human Judgment

    July 22, 2025
    Leave A Reply Cancel Reply

    For security, use of Google's reCAPTCHA service is required which is subject to the Google Privacy Policy and Terms of Use.

    Continue Reading

    CVE-2025-46567 – LLaMA Factory Deserialization Command Execution Vulnerability

    Common Vulnerabilities and Exposures (CVEs)

    CVE-2022-26037 – Apache HTTP Server Cross-Site Scripting

    Common Vulnerabilities and Exposures (CVEs)

    Active Directory dMSA Privilege Escalation Attack Detailed by Researchers

    Development

    Grab this Xbox Series X before Walmart realizes Microsoft has increased the console’s price

    News & Updates

    Highlights

    CVE-2025-4300 – iSourcecode Content Management System SQL Injection Vulnerability

    May 5, 2025

    CVE ID : CVE-2025-4300

    Published : May 6, 2025, 12:15 a.m. | 3 hours, 19 minutes ago

    Description : A vulnerability classified as critical has been found in itsourcecode Content Management System 1.0. Affected is an unknown function of the file /search_list.php. The manipulation of the argument Search leads to sql injection. It is possible to launch the attack remotely. The exploit has been disclosed to the public and may be used.

    Severity: 7.3 | HIGH

    Visit the link for more details, such as CVSS details, affected products, timeline, and more…

    Salesforce tags 5 CVEs after SaaS security probe uncovers misconfig risks

    June 11, 2025

    Free HR Software for Small Businesses in 2025

    May 26, 2025

    “There is no lawsuit.” Drug Dealer Simulator lands on Xbox after addressing rumors about suing Schedule I

    April 17, 2025
    © DevStackTips 2025. All rights reserved.
    • Contact
    • Privacy Policy

    Type above and press Enter to search. Press Esc to cancel.