How Local Law 144 Penalties Actually Compound: The Per-Day Math

Summary: Local Law 144 sets penalties between $500 and $1,500 per violation. Read in isolation, that range sounds manageable. It is the counting method, not the range, that determines real exposure. Each day a non-compliant AEDT is in use is treated as a separate violation, and a missed candidate notice is a separate violation again. A gap that goes uncorrected does not cost one fine. It costs a running total.

The range is not the number that matters

$500 to $1,500 reads like a parking ticket. Employers who stop at the headline figure often conclude non-compliance is an affordable risk. That conclusion depends entirely on treating the fine as a single event, which is not how the law counts it.

How the counting actually works

Each day an employer uses a non-compliant AEDT is a separate violation. A failure to provide the required candidate notice is counted separately as well. The statute does not cap the count at one incident per tool, or one incident per hiring cycle. It counts by day, for as long as the gap exists.

Consider a tool used continuously across a single hiring quarter, roughly 90 days, without a valid bias audit in place. That is not one violation. It is potentially up to 90, each in the $500 to $1,500 range. Depending on where in that range enforcement lands, the arithmetic runs from tens of thousands of dollars to well over a hundred thousand, from a single tool, over a single quarter, before any notice failures are added on top.

Why this structure exists

A flat, one-time fine gives an employer no financial reason to fix a gap quickly. A per-day structure does the opposite. It makes the cost of delay explicit and rising, which is the point. The law is not designed to punish a momentary lapse as much as it is designed to make an ongoing lapse expensive enough that employers correct it fast rather than let it ride.

No cure period under Local Law 144

Some AI hiring statutes give employers a window to fix a violation before penalties attach. Texas's TRAIGA, for instance, includes a 60-day cure period for violations the Attorney General identifies. Local Law 144 has no equivalent built into the statute itself. The clock on a compliance gap starts running from the day it exists, not from the day someone notices it.

That makes self-discovery the only real lever an employer has. Finding and fixing a gap internally, before a candidate complaint or a DCWP inquiry surfaces it, is the only way to stop the count before it starts.

Why 2026 changes the odds of being caught

A per-day penalty structure has always existed on paper. What has changed is the likelihood that an existing gap gets identified before an employer self-corrects it. The December 2025 State Comptroller audit found DCWP's enforcement had been largely passive and complaint-driven, and DCWP has since committed to proactive enforcement, drawing on its Enforcement Workbook and the city's technical resources rather than waiting for complaints. A gap that might have gone unnoticed for months in 2024 has materially worse odds of going unnoticed through 2026.

What this means practically

The math argues strongly against treating an audit renewal, a notice fix, or a tool reclassification as low priority once it is identified. A gap flagged internally and closed within days carries a small, bounded cost. The same gap left open for a full quarter, discovered by a regulator rather than by you, does not.

Frequently asked questions

Is the penalty $500 to $1,500 total, or per violation? Per violation. And each day of non-compliant use is its own violation, so the total scales with how long the gap exists, not with how many tools or candidates were involved in a single moment.

Are notice failures counted the same way as audit failures? They are counted separately from each other. A missing audit and a missing notice are two different violation types, and both can accrue simultaneously if both gaps exist at once.

Is there a cap on total penalties for a single tool? The statute does not specify an overall cap tied to a single tool or hiring cycle. Exposure is a function of how many days the violation persists.

Does self-reporting reduce the penalty? Local Law 144 does not include a formal self-reporting discount comparable to some other regulatory regimes. The practical benefit of catching a gap yourself is stopping the daily count sooner, not a reduced rate.

Is this penalty structure unique to Local Law 144? No, but the details differ by law. Texas's TRAIGA, for comparison, caps most obligations on private employers and adds a 60-day cure period that Local Law 144 does not have.