Aug 13, 20268 Min ReadCompliance

How Data Brokers Can Automate CCPA DROP Compliance

Meni Besso
Director of Product Management

Quick answer: CCPA DROP compliance is the recurring obligation for California-registered data brokers to retrieve consumer deletion requests from the state's Delete Request and Opt-out Platform (DROP), delete all matching non-exempt personal information, report the outcome, and keep that data deleted going forward. Processing became mandatory on August 1, 2026, and the Delete Act attaches a fine of $200 per deletion request, per day, to each day a broker fails to act. Because a single requester's personal information can sit in databases, object storage, SaaS apps, logs, backups, and copied datasets under several different identifiers, manual search-and-ticket workflows cannot reliably close a request or prove it stayed closed. Automating discovery, deletion verification, and ongoing monitoring is what makes the 45-day DROP cycle operationally survivable.


As of August 1, 2026, California data brokers must process deletion requests submitted through the state's Delete Request and Opt-out Platform. Created under the California Delete Act (SB 362) and built on CCPA definitions and privacy rights, DROP lets a California resident send one verified request to every registered data broker instead of contacting hundreds of companies individually.

The scale is not theoretical. According to the California Privacy Protection Agency (CalPrivacy), more than 600 registered data brokers are in scope, and hundreds of thousands of consumer requests were queued in DROP before the processing deadline arrived.

What DROP requires data brokers to do every 45 days

The Delete Request and Opt-out Platform (DROP) is a state-operated deletion mechanism that routes a single verified consumer request to every data broker registered with CalPrivacy. Unlike a standard CCPA deletion request, which a consumer sends to one business, a DROP request is a standing, government-administered obligation that persists after the first deletion.

Per CalPrivacy's DROP processing requirements, the cycle has four steps and repeats at least once every 45 calendar days:

  1. Download consumer deletion lists. Brokers pull hashed identifiers from up to six lists: name + date of birth + ZIP code; email address; phone number; mobile advertising ID; name + VIN; and connected TV identifier. Every list that could match records the broker holds must be selected.
  2. Standardize and hash internal records. Text is lowercased, special characters removed, and dates, phone numbers, and ZIP codes normalized before comparison.
  3. Match and process. On a match, the broker deletes all non-exempt personal information including inferences and directs service providers and contractors to do the same. Where one identifier maps to multiple consumers, all associated consumers are opted out of sale and sharing instead. Where there is no match, the identifier still goes on a suppression list.
  4. Report status. Each request must be reported back within 45 days of download as Deleted, Opted out, Exempted, or Not found.

Two ongoing obligations sit underneath that cycle. Consumers never have to resubmit, so brokers must screen newly collected records against retained identifiers before that data is sold or shared, retaining only the minimum data necessary and using it for no other purpose. And if a request's status changes later, such as a "Not found" identifier that matches after a subsequent data acquisition, the broker must delete the newly matched information and update the status in DROP within 45 days of detecting the change.

Status reporting also gates the next batch: a broker that falls behind stops pulling new requests while its backlog, and its exposure, keeps growing.

Why manual DROP workflows do not scale

Manual privacy operations were expensive before DROP existed. Gartner's Market Guide for Subject Rights Request Automation estimates that a single access or deletion request costs roughly $1,524 to complete manually, a figure that is almost entirely labor: searching systems, verifying identities, compiling results, and documenting the process. DataGrail's 2026 Privacy & AI Trends Report found deletion requests have risen 567% since 2021, and that manual data subject request management now costs a mid-sized organization upwards of $1.5 million annually.

DROP changes the shape of that cost in three ways.

Volume arrives in batches, not a trickle. A single 45-day download can deliver more matched identifiers than a privacy team previously handled in a year, and every one needs an auditable outcome.

The penalty meter runs per request, per day. As Fenwick's Delete Act guidance notes, a broker that fails to process deletion requests through DROP faces a fine of $200 per deletion request for each day it fails to delete personal information as required, and those fines apply regardless of intent. The arithmetic compounds fast: 5,000 unresolved requests carried for a full 45-day cycle is $45 million in theoretical exposure. CalPrivacy's Data Broker Enforcement Strike Force has already shown it will pursue these penalties, settling with Nevada-based marketing firm ROR Partners for $56,600 over a registration failure in December 2025.

Personal data does not sit where the data map says it does. The same person can appear under different identifiers across production databases, cloud object storage, SaaS applications, legacy platforms, logs, exports, documents, and duplicated analytics datasets. IBM's 2026 Cost of a Data Breach Report found most breaches involved data distributed across multiple environments, and that those incidents cost more and took longer to resolve than single-environment breaches. The same fragmentation that inflates breach cost is what causes deletion requests to be closed while records survive off the map.

Tickets, spreadsheets, and system-owner confirmations produce a record that a task was closed. They do not produce evidence that the data is gone.

How DROP requests differ from standard CCPA deletion requests


Standard CCPA deletion request

DROP request under the Delete Act

Where it arrives

Directly from the consumer to one business

Downloaded from a state platform as hashed identifiers

Who it reaches

That business only

Every registered data broker at once

Identity verification

Performed by the business

Performed by CalPrivacy before the request enters DROP

Duration

Point-in-time obligation

Standing obligation; screening of newly collected data continues

Downstream parties

Varies

Broker must direct service providers and contractors to act

Proof

Internal records

Status reported into DROP on a 45-day cycle, subject to audit

The practical difference: a CCPA deletion request ends when the data is deleted. A DROP request ends when the broker stops collecting that person's data, which for most brokers is never.

How Sentra supports DROP compliance

Sentra is a data security posture management (DSPM) platform built for continuous classification and identity-aware data governance at enterprise scale. It continuously discovers and classifies sensitive data across cloud, SaaS, on-premises, structured, and unstructured environments using in-place scanning, so sensitive data never leaves the customer environment during classification, a meaningful property when the workflow in question is a privacy obligation.

Sentra does not replace DROP integration, identity matching, or deletion execution. It addresses the part of the cycle that manual workflows handle worst: knowing where a requester's data actually exists, confirming it was removed, and catching it when it comes back.

How do you find every record tied to a DROP requester?

After a DROP request has been matched according to the platform's hashing and standardization requirements, Sentra can search relevant environments for personal information associated with the requester's known identifiers.

Sentra's data map and classification capabilities locate related records across different systems and data types, including unstructured stores where copies tend to accumulate. Privacy teams get a consolidated view of what was found and where, which reduces manual effort and the risk of overlooking a dataset nobody remembered to inventory. Sentra's API can fold these searches into a broader automated DROP workflow so discovery runs on the same 45-day clock as the rest of the cycle.

For context on scale: Sentra has scanned 9 petabytes in under 72 hours, with classification accuracy independently validated above 98% in a third-party audit conducted by a Fortune 500 consumer technology company.

How do you prove a deletion actually happened?

Completing a deletion task does not prove that every relevant record was removed.

After deletion or anonymization actions are performed, Sentra can search again for the requester's information. This follow-up check surfaces records that were missed, duplicated, restored from backup, or retained in unexpected locations. These are the failure modes that turn a "Deleted" status report into a misstatement.

The results become evidence supporting internal review, DROP status reporting, and future audits. That matters beyond August 2026: the Delete Act introduces independent third-party compliance audits for data brokers beginning January 1, 2028, with audit records retained for at least six years. Compliance teams building an evidence trail now are building the one they will be asked to produce later.

How do you detect requester data that reappears after deletion?

DROP requests remain in force after the first deletion. If a broker collects matching personal information later, it must identify and process that data before it is sold or shared, then update the request status within 45 days of detecting the change.

Sentra's continuous data discovery and classification helps detect when requester data appears in a new dataset, is copied into another environment, or returns following a migration, restoration, or third-party data acquisition. The broker can then trigger the required action, verify the result, and update the request's status in DROP, closing the loop that suppression lists alone leave open.

A scalable DROP workflow, end to end

Sentra serves as the discovery and verification layer inside a broader DROP process:

Step

Owner

Sentra's role

1. Retrieve requests from DROP

Privacy engineering / API

Not applicable

2. Standardize and hash identifiers

Privacy engineering

Not applicable

3. Locate associated personal information

Data security

Automated discovery and classification

4. Review exemptions, determine action

Privacy / legal

Context on data type and location

5. Trigger deletion or anonymization

System owners

Not applicable

6. Direct service providers and contractors

Vendor management

Visibility into shared and copied datasets

7. Verify deletion was completed

Data security

Re-scan and evidence generation

8. Report status in DROP

Privacy operations

Evidence supporting the reported status

9. Monitor for reappearing data

Data security

Continuous discovery and alerting

Operationalize DROP with continuous data intelligence

DROP converts deletion from a one-time task into an ongoing data management responsibility with a per-day penalty attached. Data brokers need an efficient, repeatable way to identify personal information across complex environments, validate that deletion happened, and continuously monitor for its return.

To see how Sentra discovers, classifies, and verifies deletion of sensitive data across your cloud, SaaS, and on-premises environments, request a demo.

This post is intended as operational guidance, not legal advice. Data brokers should confirm scope and obligations under the Delete Act with counsel.

A DROP request ends when the broker stops collecting that person's data, which for most brokers is never.

FAQs

What is DROP and which companies have to comply with it?

DROP is California's Delete Request and Opt-out Platform, a state-run mechanism that lets a California resident send one verified deletion request to every data broker registered with CalPrivacy. Any business meeting California's legal definition of a data broker must register annually, create a DROP account, and process requests. More than 600 brokers were registered when processing obligations began on August 1, 2026.

What happens if a data broker misses the 45-day DROP cycle?

The Delete Act imposes a fine of $200 per deletion request for each day the broker fails to delete personal information as required, plus expenses. The exposure is cumulative across every unprocessed request. Falling behind on status reporting also blocks the broker from downloading the next batch, so backlogs and penalties grow together.

What is the difference between a DROP request and a standard CCPA deletion request?

A CCPA deletion request goes to one business and ends when the data is deleted. A DROP request reaches every registered data broker at once, arrives as hashed identifiers already verified by CalPrivacy, extends to service providers and contractors, and creates a standing obligation to screen newly collected data indefinitely. Consumers never have to resubmit.

How do you prove a deletion request was actually completed?

By re-scanning the environment after the deletion action and showing that no personal information tied to the requester's identifiers remains. A closed ticket records that a job ran; it does not account for copies in backups, exports, logs, unstructured stores, or service provider systems. Sentra generates that verification evidence by searching again after deletion.

Does a DROP deletion request expire once the data is deleted?

No. If a data broker later collects personal information matching a DROP request, it must delete that information before selling or sharing it and report the updated status within 45 days of detecting the change. This is why brokers must maintain suppression lists and continuously monitor for requester data reappearing after migrations, restorations, or data acquisitions.

Can a privacy vendor access DROP on a data broker's behalf?

No. DROP access is limited to registered data brokers themselves. Third-party consent and privacy management platforms cannot connect to DROP directly for a broker. Vendors can support the surrounding workflow, such as data discovery, deletion verification, and ongoing monitoring, but the DROP integration and status reporting must be the broker's own.

Explore more blogs

Sentra discovers, classifies, and governs every dataset AI can touch—from Copilot to Bedrock—at petabyte scale.

Let’s get your data AI ready.