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⚡ AI Lessons

Dev.to · Ava Torres
🚀 Entrepreneurship & Startups
⚡ AI Lesson
3mo ago
How VC Analysts Use Public Data for Startup Due Diligence Without a Bloomberg Terminal
How VC Analysts Use Public Data for Startup Due Diligence (Without Paying for a Bloomberg...

Dev.to · Ava Torres
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3mo ago
A Data Engineer's Guide to Tracing Corporate Ownership and Political Money
A Data Engineer's Guide to Tracing Corporate Ownership and Political Money (With Public...

Dev.to · Ava Torres
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3mo ago
How Supply Chain Risk Managers Use Public Data to Vet Suppliers Before It's Too Late
How Supply Chain Risk Managers Use Public Data to Vet Suppliers Before It's Too...

Dev.to · Ava Torres
⚡ AI Lesson
3mo ago
How Export Compliance Teams Screen Foreign Business Partners Using Public Data APIs
Export compliance is one of the few areas of corporate legal work where a mistake doesn't result in a...

Dev.to · Ava Torres
⚡ AI Lesson
3mo ago
How Procurement Teams Verify Vendor Business Registrations Before Awarding Contracts
Before awarding a contract, procurement teams need to verify that vendors are legitimate, active...

Dev.to · Ava Torres
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3mo ago
How Environmental Consultants Trace Contaminated Site Ownership Across States
Environmental consultants performing Phase I and Phase II ESAs need to trace property ownership...

Dev.to · Ava Torres
⚖️ LegalTech & AI for Legal Professionals
⚡ AI Lesson
3mo ago
How Law Firms Run Deeper Conflict Checks Using Secretary of State Entity Data (Without Manual Portal Searches)
The Problem: Conflict Checks That Miss Entity Connections Every law firm runs conflict...

Dev.to · Ava Torres
⚡ AI Lesson
3mo ago
How AML Analysts Trace Shell Company Networks Using Secretary of State Data
Anti-money laundering investigations often start with a company name and a hunch. The money is moving...

Dev.to · Ava Torres
👥 HR, People Management & Leadership
⚡ AI Lesson
3mo ago
How Recruiting Firms Verify Professional Licenses Before Placement (Without Manual Lookups)
Recruiting firms place candidates into regulated roles every day — nurses, engineers, financial...

Dev.to · Ava Torres
🏠 Real Estate & PropTech
⚡ AI Lesson
3mo ago
How Property Managers Use Permit and Tax Data to Monitor Commercial Portfolios
If you manage commercial properties -- or invest in them -- you already know the pain of tracking...

Dev.to · Ava Torres
📣 Digital Marketing & Growth
⚡ AI Lesson
3mo ago
How M&A Analysts Screen Acquisition Targets Using Public Filings (Without Expensive Databases)
If you work in M&A advisory or corporate development, the first phase of any deal is target...

Dev.to · Ava Torres
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3mo ago
How Environmental Consultants Use EPA and OSHA Data to Speed Up Phase I Site Assessments
Phase I Environmental Site Assessments are not glamorous work. You spend hours cross-referencing EPA...

Dev.to · Ava Torres
⚡ AI Lesson
3mo ago
How Commercial Lenders Verify Borrower Entities Before Closing
Before a commercial lender funds a loan, the credit team needs to verify that the borrowing entity...

Dev.to · Ava Torres
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3mo ago
How Credit Analysts Use SEC Filings and State Records to Flag Distressed Borrowers Early
Every credit loss started as a signal someone missed. The borrower's state entity lapsed. An 8-K...

Dev.to · Ava Torres
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3mo ago
How PE Firms Can Automate Deal Screening with Free SEC, State, and Federal Data
Stop paying $50K/year for Bloomberg terminals to do basic due diligence. Here's how to build automated deal screening using free government data sources.

Dev.to · Ava Torres
🚀 Entrepreneurship & Startups
⚡ AI Lesson
3mo ago
How Commercial Real Estate Brokers Use Building Permit Data to Find Pre-Market Leads
Every CRE broker knows: by the time a property hits LoopNet or CoStar, the best deals are already...

Dev.to · Ava Torres
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3mo ago
How to Research Company Financials Without Bloomberg Terminal (Free Alternatives)
Bloomberg Terminal costs $24,000/year per seat. Capital IQ starts at $18,000. Refinitiv runs...

Dev.to · Ava Torres
📣 Digital Marketing & Growth
⚡ AI Lesson
3mo ago
How to Research Nonprofit Financials for Donor Intelligence and Grant Due Diligence
If you work in fundraising, grant writing, or nonprofit M&A, IRS 990 filings are the most...

Dev.to · Ava Torres
📣 Digital Marketing & Growth
⚡ AI Lesson
3mo ago
How to Build a Targeted B2B Contact List by Industry and City Without Paying for ZoomInfo
ZoomInfo costs $15K-25K/year. Apollo.io starts at $49/month but caps enrichment credits. If you're a...

Dev.to · Ava Torres
📣 Digital Marketing & Growth
⚡ AI Lesson
3mo ago
How to Identify Domain Owners at Scale Using WHOIS Data
Sales teams, security researchers, and brand protection professionals all need the same thing: a way...

Dev.to · Ava Torres
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3mo ago
How to Pull SEC EDGAR Filings for Financial Due Diligence Without a Bloomberg Terminal
If you work in private equity, venture capital, or corporate development, you know the pain:...

Dev.to · Ava Torres
📣 Digital Marketing & Growth
⚡ AI Lesson
3mo ago
How to Use SEC Filings to Find Companies Ready to Buy Your Product
SEC EDGAR filings contain buying signals most sales teams miss. Here's how to extract them and turn them into qualified leads.

Dev.to · Ava Torres
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3mo ago
How to Build a Competitor Intelligence Pipeline Using Free Government Data
Your competitors are filing public documents that tell you everything about their business. Here's how to pull it automatically.

Dev.to · Ava Torres
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3mo ago
Free Data Sources Real Estate Investors Are Sleeping On (And How to Actually Use Them)
Property data doesn't have to cost $300/month. Here are the public sources serious investors are pulling from -- and how to get the data programmatically.
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