They all provide data, but none of them fully replace judgment.What’s worked best for me is treating reports as inputs, then slowing down to interpret patterns, verify the big items myself, and decide what actually needs follow-up.

The rest are a couple hundred bucks per invoice or ~$1k (labor)This is a tricky question subject to interpretation.

I think “zoned correctly” gives people a false sense of certainty, especially on smaller sites where discretion and interpretation matter more than what’s written on paper.

Hidden fees, policy interpretations, and late-stage surprises only surface through jurisdiction conversations and local expertise.

Legal Language is always subject to interpretation by a judge if it were to go that far.I found the disclosure an interesting point.

Markets largely interpreted the testimony as neutral but consistent with a pro‑growth, market‑friendly policy posture.Finally, while the federal government has reopened, the January employment report will not be released until next Wednesday, delaying what would typically be the most important data point of the week.

It's essentially left for interpretation, which is not a good idea from the rule makers.

Opendoor is clearly one of the more sophisticated examples of AI being applied at scale in residential real estate, and it does a lot of things well—especially around pattern recognition, pricing signals, and submarket-level analysis across many markets.My post was meant to be a broader look at where AI is genuinely useful in real estate data and where it needs to be interpreted carefully.

What RCIC Actually Does (A–Z)RCIC exists to help real estate operators move from finding deals to getting them funded—with clarity at every step.AI inside RCIC is not used to replace judgment.It’s used to support operators across the entire lifecycle of a deal.At the front end, RCIC uses AI to help Operators:• Identify opportunities through AHJs (cities, counties, jurisdictions)• Interpret zoning, entitlement, and regulatory constraints• Surface distress intelligence and real-world signals—not scraped hypeFrom there, RCIC supports Operators through:• Deal clarity and synthesis• Communication and documentation• Workflow tools inside the Tool Store• Capital alignment through Capital Passport™Capital Passport connects Operators to vetted lenders, family offices, hedge funds, and institutional capital—matched to deals that are actually structured and defensible.This is not about prompts.It’s not about buying tools.It’s about building an operating environment where AI supports real work.RCIC is unlimited.It is not a subscription.It’s an ecosystem designed for operators who are actively doing deals and want infrastructure—not noise.If it doesn’t fit a real workflow, we don’t use it.— RCIC

Quote from @Kayden Austin: Im currently looking at buying a property with 50-60k equity straight away.