Overview

I built a family of finance and real-estate intelligence workflows in Make.com to reduce the manual work required to read, classify, store, and act on recurring information sources. The automation family includes systems built around financial-literacy and real-estate content streams such as:

• BiggerPockets-oriented research
• Rich Dad-style cash-flow education
• real-estate newsletters
• market and business updates
• internal finance notes
• opportunity research

Common Architecture

Although each source has its own logic, the reusable pattern is:

• Ingest — receive newsletter, email, row, webhook, or source item.
• Normalize — extract usable text and structured fields.
• Analyze — apply AI classification against a finance / real-estate knowledge framework.
• Score — evaluate relevance, priority, opportunity fit, and actionability.
• Route — send the item to the right branch.
• Store — persist structured records and research files.
• Alert — surface only higher-value items when appropriate.
• Reuse — feed useful knowledge into future research and content.

Why I Built It

Reading every source manually does not scale. The more important challenge is not summarization — it is deciding:

• what matters
• why it matters
• where it belongs
• what should happen next
• what should be preserved for future context

That is the part the automation architecture is designed around.

Real-Estate Angle

The system supports a real-estate and cash-flow lens without making investment decisions automatically. Useful outputs can include:

• educational property / cash-flow notes
• market lessons
• deal-research queues
• opportunity watchlists
• business-model observations
• structured source archives

Technologies

• Make.com
• AI agents
• Google Sheets
• Google Drive
• Gmail
• Slack
• HTTP / APIs
• parsers
• JSON
• filters / routers
• deduplication
• knowledge bases
• finance and real-estate research workflows

Safety Boundary

These systems are for research organization and financial education. They do not guarantee returns or replace professional financial, tax, legal, or investment advice.