Data-Driven Consulting | Google Search Grounding | Oracle Cloud Infrastructure
The Business Analyst AI is a sophisticated decision-support tool that transforms raw company data into high-level strategic intelligence. Built to address the need for accuracy in corporate consulting, this application integrates Gemini 2.5 Flash with real-time web verification.
By functioning as a "Digital Consultant," it provides verified SWOT analyses, technical innovation roadmaps, and localized market insights for the Brazilian corporate landscape, all hosted on a robust enterprise cloud.
The solution architecture is designed for professional reliability, ensuring the "Digital Consultant" is always available and secure.
- Hosting: Oracle Cloud Infrastructure (OCI) Virtual Machine (VM).
- Deployment: Powered by Streamlit, serving the application via an optimized Python environment.
- Cloud Security: Configured with OCI Security Lists and VCN rules to ensure safe, encrypted access to the consultant interface.
Professional Streamlit UI featuring Developer Profile and dynamic Input Forms.
- Verification Gate: Implements Google Search Grounding to cross-reference company names against live global databases.
- Zero-Hallucination Policy: If an organization cannot be verified through real-time search results, the system halts the report generation to maintain data integrity.
- Strategic Frameworks: Automatically applies SWOT and PEST analysis logic tailored to the user's specific industry and pain points.
Automated SWOT Analysis and Technical Innovation Roadmap generated for real-world entities.
- Grounding & Truth: Uses live web indexes to ensure all business advice is based on the current reality of the Brazilian market.
- Localized Context: System prompts are optimized for Brazilian logistics (fuel, infrastructure) and management culture.
- Instant Documentation: Features an automated export module that transforms AI insights into professional formats.
Terminal execution within the OCI VM environment using Streamlit.
Wellington Lacerda Computer Engineering Student at UNIVESP | Oracle ACE Apprentice With 20+ years of experience in management and tech ownership, I specialize in building "intelligence engines" on Oracle Cloud Infrastructure. My goal is to use Data Science to provide verified, actionable insights for the modern business world.