The Hard Floor
Three constraints that did not move under scrutiny — and one that moved a great deal in the operator’s favor.
Three constraints that did not move
Three constraints did not move under scrutiny, and a credible proposal states them before the client does.
The opinion itself is a legal act
Landmen examine title and perform curative work; the opinion itself is a legal act. American Association of Professional Landmen designations are voluntary certifications, not state licenses certain .
There is also a live regulatory exposure for overclaiming: the FTC’s finalized order against DoNotPay imposed $193,000 in monetary relief and barred claims that a service performs like a real lawyer without substantiation, faulting the company for not benchmarking outputs against human-lawyer performance certain .
Any assertion an operator makes about AI-generated title work will need benchmark evidence against human experts. That is a design requirement, not a blocker — build the held-out benchmark into the program from day one.
One constraint moved a great deal
Anyone working from 2024 knowledge will get this wrong.
The federal procedural burden has loosened materially. The Supreme Court held 8-0 in Seven County Infrastructure Coalition v. Eagle County on May 29, 2025 that NEPA does not require analysis of effects separate in time or place from the federal action, and directed substantial deference to agencies.
CEQ’s rescission of its NEPA implementing regulations took effect in April 2025 and was finalized without change on January 8, 2026. Interior published revised NEPA procedures in July 2025 and, in April 2025, alternative arrangements permitting a final environmental assessment in 14 days and an EIS in 28 certain .
The implication is uncomfortable but useful: the federal regulatory environment is getting easier on its own, so a business case resting on regulatory friction is resting on something that is currently receding.
- April 2025CEQ NEPA implementing regulations rescission takes effect
- April 2025Interior alternative arrangements: final EA in 14 days, EIS in 28
- May 29, 2025Seven County Infrastructure Coalition v. Eagle County decided 8-0
- July 2025Interior publishes revised NEPA procedures
- January 8, 2026CEQ rescission finalized without change