Automate the end-to-end analysis of client briefs from Drive to report.
The AI agent monitors a designated Google Drive folder for new client brief files. It extracts text from PDFs, DOCX, or TXT, analyzes client needs and goals with Groq AI (Llama 3), and performs industry research. It generates a formatted Google Doc report, saves it to the reports folder, logs results in the tracking sheet, and notifies the account manager.
End-to-end automation for client briefs.
Ingests client brief files from the monitored Google Drive folder.
Validates file type and extracts text from PDFs, DOCX, or TXT.
Analyzes extracted text with Groq AI (Llama 3) to identify client needs, goals, and challenges.
Performs industry research using Wikipedia and Google Search.
Generates a comprehensive, formatted Google Doc and saves it to the reports folder.
Logs key metadata and outcomes in the Google Sheet and notifies the account manager.
Automating this workflow reduces manual handoffs and ensures consistency across reports. It also accelerates turnaround by automating extraction, analysis, and reporting while maintaining audit-ready logs.
A simple 3-step flow.
On file upload to the monitored Drive folder, the agent initializes variables and verifies the file type (PDF, DOCX, TXT).
Extracts text according to the file format and checks for empty or unreadable content, sending an error notification if needed.
Runs Groq AI (Llama 3) to summarize needs and goals, performs industry research, then generates and saves the Google Doc, logs results, and sends a notification.
A realistic client brief processing scenario.
A marketing agency uploads a client brief as a PDF to the monitored Drive folder. The agent extracts text, analyzes goals and challenges using Groq AI (Llama 3), and performs industry research via Wikipedia and Google Search. A formatted Google Doc report is created in the reports folder, the brief analysis is logged in the Brief Analysis Log sheet, and the account manager receives an email with highlights and a link to the full report.
Roles that gain faster, reliable client brief handling.
Receives concise, ready-to-send client briefs with key needs and goals.
Gets industry context and project-type insights automatically.
Uses summarized briefs to draft proposals faster with accurate needs.
Monitors briefing-to-reporting workflow and milestones.
Ensures briefs align with client strategy via automated summaries.
Keeps an auditable log of briefs and reports for compliance.
Tools and how the agent works inside them.
Monitors incoming briefs and stores generated reports.
Creates and formats the final client brief report.
Logs analysis results in the Brief Analysis Log for tracking.
Performs the core text analysis and summarization.
Provides industry background for research.
Optional Google Search integration for additional data.
Practical scenarios where this AI agent shines.
Common questions and practical answers.
The agent supports PDF, DOCX, and TXT inputs. It detects the format, extracts text accordingly, and handles errors with notifications if extraction fails. If a file is unreadable or empty, you’ll receive an error alert with troubleshooting steps. You can add or adjust supported formats in your workflow configuration. If additional formats are needed, consider pre-processing steps to convert them before ingestion.
If text extraction fails or results are empty, the workflow triggers an error notification email to the designated address. The log will record the failure, including the file name and step where the error occurred. You can review the troubleshooting guidance in the email and re-upload a corrected file. The system does not generate a report for failed extractions. You can re-run the workflow after addressing the issue.
Yes. The agent uses Wikipedia and Google Search for industry context, and you can configure additional sources in your n8n workflow. SerpAPI is optional for Google Search results. You can adjust search queries to focus on specific industries or project types. All findings are incorporated into the final report for a richer brief.
Reports are saved in a designated Google Drive folder specified during setup. The naming convention typically includes the client name and date to keep reports organized and easy to locate. Access permissions can be set to restrict visibility to authorized users. The file path is linked in the Brief Analysis Log for traceability. You can customize naming patterns in workflow configuration.
The account manager receives an email with highlights and a link to the full report once generation completes. If an error occurs, an alert is sent to the error notification email. The Google Sheet log entry confirms that the report was created and shared. You can configure notification recipients in the workflow settings. Notifications include essential summary data to speed review.
Yes. All key steps log results in a Google Sheet, including timestamps, file names, and status. The Google Doc is attached or linked in the notification email for quick access. You can export logs for audits and compliance reviews. The setup captures who initiated the upload and when the report was generated. Regular checks ensure the automation remains aligned with your processes.
Follow the setup steps to create a Google Cloud project, enable Drive, Docs, Sheets, and Gmail APIs, and generate OAuth2 credentials for n8n. Add Groq AI API credentials to the workflow, and configure SerpAPI if Google Search is used. In n8n, test connections, run a sample upload, and verify that a report is generated and logged. Keep credentials secured and rotate them as needed. If issues arise, check the credentials in the node configuration and the consent screen settings.
Automate the end-to-end analysis of client briefs from Drive to report.
