Automatically collects, analyzes, and delivers a formatted briefing with expert commentary.
The AI agent collects news from RSS feeds and Google Search, classifies and summarizes top stories, and stores results in a central repository. It categorizes by topic and region, then outputs a professionally formatted HTML briefing with expert commentary. Finally, it delivers the report by email and cleans up the storage to keep the data up-to-date.
Automates end-to-end news ingestion and briefing.
Collects articles from RSS feeds and Google Search.
Deduplicates and standardizes article data.
Classifies articles into topics such as Stock Market, Economy, and Industry.
Summarizes top stories by category and region.
Adds short expert-style commentary for context.
Sends a formatted finance-themed HTML email report via Gmail.
Before → manual news gathering was fragmented, time-consuming, and error-prone. After → you get a centralized, timely briefing with consistent topics, expert commentary, and automatic delivery.
Three-step flow that non-technical users can follow.
Gathers updates from RSS feeds and Google Search, standardizes fields, and stores entries with duplicate prevention.
Classifies articles by topic and region, then summarizes top items and adds expert insights.
Merges summaries into a formatted HTML report and sends it via Gmail on a scheduled cadence.
A realistic daily briefing scenario.
On a typical weekday at 7:00 AM, the AI agent collects 120 articles from six sources (RSS and Google Search), classifies them into Stock Market, Economy, and Industry topics, and summarizes the top 15 per region. It adds concise expert commentary and compiles a professional HTML email briefing that is sent to 12 executives, delivering actionable market context and regional insights.
Roles that rely on timely, contextual financial news.
Need concise, decision-ready briefs backed by current market signals.
Seek timely signals to adjust positions based on the latest trends.
Require a standardized data source and clear commentary for reports.
Need competitive and economic context to guide strategy.
Aim to automate news ingestion and reporting workflows.
Need consistent briefs for executives and stakeholders.
Built-in sources and services that power the AI agent.
Collects updates from configured RSS sources and standardizes data.
Finds relevant articles beyond feeds to ensure broad coverage.
Classifies articles by topic for targeted summarization.
Generates concise, expert-style summaries with contextual insights.
Delivers the HTML briefing to recipients with secure authentication.
Stores articles centrally with auto-cleanup and deduplication.
Concrete scenarios for finance and news teams.
Practical answers to common setup and use questions.
The agent collects from RSS feeds and configured Google Search queries via SerpAPI. It can be extended to additional feeds or search terms. Data is standardized into a consistent schema with fields like title, link, snippet, date, source, and region. Duplicate detection prevents reading the same article twice, and error handling logs failed sources for review. The end result is a complete, clean feed that feeds into classification and summarization pipelines.
Yes. You can configure topics, regions, languages, and sources, as well as schedules and styling for the email briefing. The system supports adding or removing RSS feeds and search queries, and you can adjust how aggressively content is filtered or summarized. Custom fields and thresholds for classification can be tuned to match your domain. The changes apply to future runs without requiring code changes. You can test configurations in a dry-run mode before live delivery.
Articles are stored in a central data table with deduplication enabled. Retention is configurable; the default retains data for three days to balance freshness with history. Data is structured with metadata such as source, date, region, and topic. Old data is automatically pruned according to retention rules, and a log records deletions for traceability.
The briefing is delivered as a finance-themed HTML email. The schedule can be daily or on a custom cadence, with the subject line including the current date. Recipients are defined in your Gmail integration, and you can include or exclude emails to specific groups. The email includes a header with date and a footer attribution; you can customize branding and styling.
Yes. The agent supports RSS feeds and other sources; Google Search is optional. You can enable SerpAPI for Google results or rely solely on feeds, depending on your coverage requirements. The system ensures consistent formatting regardless of the source to facilitate reliable classification and summarization.
Gmail delivery uses OAuth2 authentication and standard Google security practices. Access is restricted to configured recipients, and you can audit delivery logs. If needed, you can route emails through a secured domain or use alternative email gateways. Encryption is handled by Gmail in transit, and sensitive data should be labeled appropriately before distribution.
If a source fails to respond, the agent retries or skips the item and logs the incident. Other sources continue to feed the pipeline, ensuring the briefing remains timely. The system uses cached or prior-available content to fill gaps, and the failure is noted for follow-up.
Automatically collects, analyzes, and delivers a formatted briefing with expert commentary.
