Pulse Lab: Build Your Own Real Estate Analysts(Without Writing Code)

Pulse Lab is where you run Analysts—repeatable, specialized research workflows that convert raw data into deal-ready conclusions. Some Analysts are prebuilt (ready to run). Others are custom (you build them to match your exact strategy).

In PropertyPulse, an Analyst is a structured decision workflow:

It behaves like a specialized research operator that you can run on any property (or an entire list of properties) to answer a specific question.

Example (plain English)

Instead of "show me 3-family homes in Brooklyn," an Analyst answers:

• "Which of these 3-family properties is actually safe to bid on this week?"
• "Which ones have hidden violations, landmark constraints, or flood exposure that will change the renovation plan?"
• "Which ones have unused development potential worth modeling before we price the offer?"

Most investors, developers, and operators already know the pain:

1. 1You find a promising listing.
2. 2You spend hours pulling permits, violations, zoning context, and constraints.
3. 3You realize late that the "deal" is not a deal—because you missed one blocking issue.

A platform that only helps you find addresses is not a decision system.

Pulse Lab is the layer that turns PropertyPulse into an operational advantage, because it:

To make this concrete, here's the clean separation:

Every Analyst is assembled from building blocks you can understand:

Pulse Lab ships with prebuilt Analysts so users can get value immediately. The prebuilt set evolves, but they typically fall into categories like:

If you are bidding on an asset, the biggest threat is not "missing a deal."

It's buying a problem you didn't price.

The Risk Analyst exists to answer one question:

"What can block, delay, or materially change my plan?"

What Risk Analyst flags

Typical categories include:

Why this changes outcomes

The Risk Analyst does two things that are difficult to replicate manually at speed:

1. It distinguishes "blocking" vs "warning" issues
   • Blocking = you likely cannot proceed on your intended timeline/strategy without remediation or approvals
   • Warning = proceed, but price/time assumptions should change
2. It turns flags into a verification plan
   Not "here's a list of problems," but:
   • what to verify first
   • what documents or evidence you need
   • what tradeoffs and timeline impact to assume until verified

This is how you move from "research" to "bid-ready conviction."

In the real world, listings often include language like:

• "Seller cannot guarantee access."
• "Offers may be made sight unseen."
• Minimal disclosures, limited interior confirmation.

That's not rare—it's common.

When access is uncertain, the only rational approach is:

1. Verify what you can from records and external signals
2. Map constraints
3. Quantify upside where possible
4. Decide whether to pursue deeper diligence—or walk away

Pulse Lab is built for that workflow because it gives you a repeatable path to uncover the truth before you emotionally anchor to the listing narrative.

Prebuilt Analysts are strong defaults.

Custom Analysts are where serious operators win.

A custom Analyst is how a user encodes their strategy into a reusable workflow. Every serious buyer has a thesis:

• "I only buy properties where I can add unit count."
• "I only pursue assets where I can stabilize within 12 months."
• "I want high-violation distress situations because I can resolve them faster than competitors."
• "I want rezoning or policy-driven upside in a specific corridor."
• "I want assets where I can do a conversion, but only if the approvals risk is bounded."

Those are not generic filters. They are decision systems.

A high-quality Analyst output is structured like an investment memo:

This format is what makes Pulse Lab useful to multiple stakeholders:

• Acquisitions
• Development
• Operations
• Brokers
• Investment committee

Everyone can read the same output and understand the rationale.

Pulse Lab is the "decision layer," but it doesn't live alone. It connects naturally to other PropertyPulse components:

Pulse Lab is the part that ensures "Analyze" and "Decide" are not ad hoc.

Positioning (one sentence that lands)

Pulse Lab lets you run prebuilt or custom Analysts that turn property data into deal-ready decisions—risk flags, upside calculations, and next-step checklists—so you can bid with conviction.