iTechGuides is reader-supported. When you buy through links on our site, we may earn an affiliate commission. As an Amazon Associate I earn from qualifying purchases. Learn more
Flock Safety’s OS Investigate is an AI-assisted investigative tool for police—not simply a license plate camera. WIRED reported in August 2026 that Flock was testing it with a small group of law-enforcement partners. The reporting describes searches that could start with a place, time or travel pattern and connect vehicle sightings with other records. But WIRED examined code and files served through Flock’s login pages, not the authenticated police application, so its findings do not show exactly what the live system returns or how it handles searches.
What is OS Investigate, and how does it differ from a plate reader?
A conventional automated license plate reader (ALPR) camera captures images and vehicle or plate information. Investigators can query the resulting records, subject to the participating agencies’ systems and policies. OS Investigate is a reported software layer for investigative work across information an agency can access. WIRED reported that the tool had previously been called Nightshift and that Flock described it as separate from its license-plate-reader technology.
Flock told WIRED that OS Investigate was still in development and that its workflows could change significantly before broader release. The reporting does not establish that the tool is generally available, that all Flock customers can use it, or that every agency supplies every data source described in the code.
Recommended Free Tools
What kinds of searches did WIRED find in the code?
In its August 19, 2026 investigation, WIRED reporters Dhruv Mehrotra and Dell Cameron said they found 69 prewritten prompts, more than 450 files served through Flock’s login pages, and code describing 45 tools. These are counts of materials the reporters examined—not measures of live use. The prompts could be selected, reviewed, edited and submitted; officers could also write their own.
#1 Best Overall
- Compatibility-- Only Work With ONWOTE TD Series NVR (PNT-808, PNA-8016-T, PNT-1232).
- LPR-- License Plate Recognition IP Network PoE Camera.
- 4MP Resolution-- 2592×1520 @30fps for sharp and fluid video.
- 1/1.8" Low-Light Image Sensor-- Ensuring clear images even in dim conditions.
- 8-32mm Motorized Varifocal Lens @F1.6 for adjustable field of view.
Searching by pattern rather than a known plate
Some prompts could begin with a location, a time window or a travel pattern rather than a known plate or named suspect. One example sought vehicles seen most often in a neighborhood during a selected period. WIRED said the resulting plates could then be passed to other tools that might return names and home addresses. Other prompt examples used arrest histories and calls for service to generate additional investigative workups. These are examples found in code, not evidence that officers ran them or that the live system produced those results.
WIRED also described code for searches involving visits to multiple types of locations or repeated trips between areas. One query type included a filter to exclude buses, semi trucks, work vans and trailers. These capabilities matter because a search based on movement patterns can bring people into an investigation even when officers do not begin with their plate number.
Finding vehicles that appear together
WIRED reported that an associate-finding method looked for plates captured by the same cameras as a target vehicle within a default two-minute window. Repeated co-occurrences could raise a vehicle’s ranking, and the tool could return up to 20 vehicles. A shared camera sighting is a pattern in location data, not proof that two people know one another, traveled together intentionally or were involved in the same event.
Records beyond plate reads
The code references WIRED identified included police case files, dispatch logs, arrest records, ballistics data and commercial identity records, as well as plate scans and camera metadata. The code inventory does not establish that every source is connected in every deployment or that an agency can access records it is not authorized to use.
What can—and can’t—the reporting establish?
WIRED said it did not have access to the authenticated police application. Its examination of code and files could reveal prompt examples, apparent tools and interface controls, but not the model’s instructions, server-side processing, actual response content or refusals. It therefore documents a reported design and set of possible workflows, not an independently tested demonstration of how the live product behaves.
WIRED described Flock’s camera network as spanning more than 6,000 communities. That is the publication’s reported figure, not an independently verified count. The reporting also does not establish how many agencies are testing OS Investigate or when, or whether, it will be broadly released.
Rank #2
- LICENSE PLATE RECOGNITION CAMERA - Features 8mm - 32mm lens for an 15° - 40° Viewing Angle. F1.6 Max Aperture, 1/1.8" 4-Megapixel CMOS Image Sensor and License Plate Recognition Distance 26.25ft - 98.43ft. Supports recognizing vehicle type, vehicle color, and license plate details. Supports IVS, Tripwire & Intrusion as well as displaying vehicle plate, vehicle path & loitering detection.
- SMARTER SECURITY – Query and review license plate details professionally on a PC using a web browser. Works with most standard web browsers however for an optimal experience it is recommended to use Microsoft Edge in IE mode as the camera may require the use of a .exe plugin. Supports storage to a MicroSD Card (up to 256GB), PC/Windows only supports SFTP, IE mode in Microsoft Edge, Firefox, Chrome (limited query options).
- ACTIVE DETERRENTS – This outdoor POE IP LPR camera features a heavy-duty metal weatherproof IP67 housing as well as 4 IR LEDs for night vision up to 98 feet, includes red/blue warning LEDs which can be used as an active deterrent. Dual H.265/H.264 compression allows for maximum encryption with the latest technology as well as backwards compatibility with legacy platforms.
- SIMPLE, RELIABLE, SECURE – This Amcrest POE camera features a secure connection. At Amcrest, we want to ensure the safety of our customers, their loved ones, homes and businesses. Compatible with the following Amcrest AI NVR's for live view purposes only: B0C381YK91, B0CDHDHPR8, B0CBL8W9NY, B0D464HMBB, B0D47X8WJJ
What information do Flock cameras record, and who can access it?
At its core, an ALPR system records vehicle and plate information from camera observations. What else can be searched, which agencies can see the resulting data, and how long records remain available depend on the system and the policies and settings governing a particular deployment. OS Investigate’s reported code references additional categories of records, but that does not mean each camera independently captures those records.
Quick wins for a faster PC:
Scan for outdated or missing drivers - takes under a minuteDriver Scan →Clear out junk files and repair common Windows errorsFree Scan →Fix the driver behind crashes, sound loss and screen glitchesFind Drivers →“Who are they selling it to?” is a question KQED listener Dennis Riley asked in coverage of Bay Area concerns. The reporting cited here does not establish that Flock sells the camera data. It does document concerns about access, sharing, security and use; those are distinct from a claim that the data is sold.
What did Boston’s pilot reveal about sharing and oversight?
Boston’s Flock pilot ran for 156 days, from April 1 through September 4, 2025, according to the city surveillance report described by WBUR on September 14, 2026. Three days into the trial, city officials learned that other law-enforcement agencies could access license-plate and vehicle information, even though sharing was intended to be disabled. WBUR reported that Flock corrected the configuration after Boston raised the issue. The report did not make clear which agencies actually accessed data during that period.
A later Boston Police Department audit found 11,004 searches during the pilot. Officers included a case number connected to a specific crime about half the time. The department’s report also listed 77 requests from external agencies, but which requests were granted was unclear. The request count should not be read as a count of successful disclosures.
The same account includes findings that temper, but do not erase, the access-control problem: the report found no records of complaints or misuse during the trial and did not find an impact on the civil rights or liberties of marginalized groups. WBUR reported that the data was deleted and the equipment removed within 30 days after the pilot ended. Boston officials said they would not continue with Flock; the department later began pilots with other ALPR vendors.
What do the disputes over ALPR use show?
Police officials describe plate readers as investigative aids for locating missing people, stolen vehicles and suspects. WBEZ’s August 27, 2026 reporting quoted Flock’s spokesperson describing the system as a source of investigative leads and covered local agencies’ claims that cameras assisted cases and arrests. Those claims describe reported uses; they do not, by themselves, establish that the cameras caused a particular outcome.
Rank #3
- 𝐄𝐧𝐡𝐚𝐧𝐜𝐞𝐝 𝐃𝐮𝐚𝐥-𝐂𝐚𝐦𝐞𝐫𝐚 𝐂𝐥𝐚𝐫𝐢𝐭𝐲 𝐚𝐭 𝐔𝐩 𝐭𝐨 𝟒𝟎 𝐟𝐭 (𝟏𝟐 𝐦): Capture every event around your home in ultra-clear 3K resolution. Enjoy sharp, detailed visuals with 8× zoom to see what matters most.
- 𝐒𝐨𝐥𝐚𝐫-𝐏𝐨𝐰𝐞𝐫𝐞𝐝, 𝐈𝐧𝐬𝐭𝐚𝐥𝐥 𝐎𝐧𝐜𝐞 𝐚𝐧𝐝 𝐢𝐭 𝐑𝐮𝐧𝐬 𝐅𝐨𝐫𝐞𝐯𝐞𝐫: Experience constant peace of mind with this solar-powered security camera that's easy to set up and always on, thanks to its removable solar panel.
- 𝟑𝟔𝟎° 𝐆𝐮𝐚𝐫𝐝𝐢𝐚𝐧, 𝐍𝐨 𝐁𝐥𝐢𝐧𝐝 𝐒𝐩𝐨𝐭𝐬: Say goodbye to blind spots with full home coverage by installing the product vertically. Enjoy 360° Pan & Tilt Surveillance , check your front porch, monitor your backyard, and keep an eye on the driveway with ease.
- 𝐕𝐞𝐫𝐬𝐚𝐭𝐢𝐥𝐞 𝐈𝐧𝐬𝐭𝐚𝐥𝐥𝐚𝐭𝐢𝐨𝐧, 𝐄𝐟𝐟𝐨𝐫𝐭𝐥𝐞𝐬𝐬 𝐒𝐞𝐭𝐮𝐩: Experience the convenience of a 7-minute installation with its compact size and wire-free design.
- 𝐑𝐞𝐬𝐭 𝐚𝐬𝐬𝐮𝐫𝐞𝐝 𝐬𝐞𝐫𝐯𝐢𝐜𝐞: you can enjoy a worry-free experience, all backed by our professional customer service team.
The risks are not limited to mistaken matches. ALPR records can reveal movement patterns, and access can be shared across agencies or abused by individual users. WBEZ documented criminal charges and allegations involving officers accused of stalking or other improper searches. A charge or allegation is not proof of guilt; the cases illustrate why access controls, reviewable logs and meaningful consequences for misuse matter.
Independent reader supportYour contribution helps us test, update, and keep practical guides available for everyone.Can agencies and the public audit searches?
InvestigateTV reported on August 10, 2026, that network audit logs available to connected agencies no longer showed the searching officer, the queried plate or the free-text reason for a search. Flock said those details remained in the originating agencies’ records and that it made the network-level change at customer agencies’ request. Those are different levels of visibility: an agency may retain information locally even when other connected agencies cannot see it in the shared network log.
Boston’s audit figures also show why a case-number field is not the whole of oversight. A useful policy needs to address what counts as a valid justification, whether searches without a specific incident are permitted, who checks them, how quickly suspicious patterns are flagged and which logs are available to auditors or the public. A written restriction on sharing is not a substitute for verifying that the technical setting enforces it.
Windows Errors? Fix Them Before They Spread
Repair common Windows errors and clear accumulated junk for a smoother, more stable PC - no reinstall needed.Free scan · no reinstallCrashes, No Sound, or Screen Glitches?
Random freezes, missing sound and display glitches usually trace back to one bad driver. Find and replace yours safely.Free scan · under a minuteWhat should residents ask their local agency?
For residents asking “What is this information being used for?” or “How much am I documented on camera?”, the practical answer depends on local deployment rules. Ask the agency or local government for the contract, surveillance-impact assessment, retention policy, sharing settings and audit procedures. Useful specifics include:
- Which records are collected, how long they are retained, and when deletion is verified.
- Whether another jurisdiction can search local records or receive copies, and how access is disabled and tested.
- Whether an officer must enter a case number and a specific investigative reason, and how often those entries are audited.
- Which fields appear in network-level and agency-level logs, who can inspect each, and how quickly suspected misuse is investigated.
- Whether searches can begin with a location or movement pattern rather than a known plate or incident, and what rules govern follow-up searches against other records.
- What evidence the agency has about the live system’s behavior, beyond vendor descriptions or interface examples.
For comparisons between investigative platforms, these same questions are more useful than a feature list alone: look at searchable datasets, sharing limits, justification requirements, audit access, retention and deletion, and independent evidence of live-system behavior. The reporting cited here does not provide a complete vendor-by-vendor comparison.
What has a court said about Flock searches?
In a 2026 Virginia Court of Appeals opinion involving a Norfolk Flock search, the court held that the use in that case did not violate the Fourth Amendment. Its reasoning addressed the record before it, including the camera system’s scope and the 30-day image-retention period described in the opinion. The court emphasized that its decision was fact-specific and declined to speculate about future Flock capabilities. It was not a national ruling, did not decide the legality of OS Investigate, and does not authorize every ALPR search.
Quick Recap
Product prices and availability are accurate as of the date/time indicated and are subject to change. Any price and availability information displayed on Amazon at the time of purchase will apply.
Free tools Windows power users keep installed
One-click scans. No signup required.
