This guide breaks down seven of the most established tools in the category, what each one actually does best, and which type of department or use case it fits.
How We Chose the Tools
Every tool on this list had to meet a few baseline criteria. It needed to be purpose-built for law enforcement or public safety, not a general-purpose AI product repurposed for the industry. It needed evidence of real deployment with police departments, not just a pilot announcement. And it needed a clear, distinct use case, since the AI-for-policing space is crowded and several tools overlap heavily on paper. Where two tools compete directly, we picked the angle each one is strongest at rather than trying to declare an outright winner in every category.
Quick Comparison Table
| Tool | Best For | Core Function |
|---|---|---|
| CLIPr | Best Overall | Bodycam footage to transcripts, notes, and report drafts |
| Axon Draft One | Best for Axon Users | AI report narratives inside the Axon ecosystem |
| TRULEO | Best for Officer Coaching | Bodycam analysis for officer performance and feedback |
| Longeye | Best for Complex Investigations | AI search across large volumes of case evidence |
| Veritone iDEMS | Best for Digital Evidence Management | Centralized, searchable evidence across formats |
| Peregrine | Best for Real-Time Operations | Unified operational and investigative data platform |
| Rekor Scout | Best for Vehicle Intelligence | License plate recognition and vehicle monitoring |
1. CLIPr: Best Overall
CLIPr is built around a simple workflow: an officer docks their body camera, the footage uploads automatically, and CLIPr turns the audio into a full transcript, a set of organized bodycam notes, and a first draft of the incident report, which is emailed back to the officer for review. It also handles dash cam footage the same way, and supports transcription across 30 or more languages and accents, which matters for departments covering communities where English is not the primary language at home.
What separates CLIPr from a narrower report-writing tool is that it treats the transcript as reusable material. Officers can search it, pull specific moments for a report narrative, and correct recurring transcription errors through a custom dictionary that improves future accuracy. The company has also built integrations with existing digital evidence systems like i-PRO's Unified Digital Evidence platform, so it slots into a department's current setup rather than requiring a separate silo. That combination of fast reporting, searchable notes, and evidence system compatibility is why it earns the top spot here. It is not the only tool that touches investigations or evidence management, but for the specific job of turning routine bodycam footage into usable reports with minimal friction, it is the most complete option on this list.
2. Axon Draft One: Best for Axon Users
Draft One is Axon's AI report-writing tool, and its biggest advantage is also its biggest limitation: it is built directly into the Axon ecosystem. For departments already running Axon body cameras and Axon Evidence, Draft One transcribes bodycam audio and generates a report narrative within minutes of an incident ending, with the draft inserting directly into Axon Records.
The tool is built on a modified version of OpenAI's model, tuned specifically to avoid speculation or embellishment and to draft strictly from what is in the transcript. Axon has published a double-blind study showing Draft One narratives performing as well as or better than officer-written ones across completeness, neutrality, and coherence, and some early-adopter departments have reported time savings in report writing well above 50 percent. Every report still requires an officer to review and approve it before it becomes final.
The tradeoff is that Draft One's biggest strengths, the tight Axon Records integration and evidence chain, are only fully available to agencies already inside that ecosystem. For departments not using Axon hardware or records management, the tool still works but loses some of its most seamless functionality. If a department is already committed to Axon, Draft One is a natural fit. If not, it is worth weighing against tools built to work independently of a single hardware vendor.
3. TRULEO: Best for Officer Coaching
ATRULEO takes a different angle from most tools on this list. Instead of focusing primarily on report generation, it is built to analyze bodycam audio at scale and turn it into supervision and coaching data. The platform reviews all of a department's bodycam footage, not just a small sample, and automatically flags events like uses of force, pursuits, and non-compliance incidents, along with specific language patterns tied to professionalism and de-escalation.
The value proposition here is coverage. Traditional supervisor review only catches a small fraction of footage, and TRULEO's pitch is that reviewing all of it, rather than a random sample, surfaces both problems and good work that would otherwise go unnoticed. Departments using it have cited faster identification of officers who need coaching, along with a way to recognize good performance that random spot-checks tend to miss. Around 30 agencies currently use the platform, including large departments, and independent academic study has looked at its effects on officer behaviour.
TRULEO is not primarily a report-writing tool, though it has added reporting and dictation features. Its core strength is performance visibility, making it the clearest choice for departments specifically trying to improve supervision and officer development rather than just speed up paperwork.
4. Longeye: Best for Complex Investigations
Longeye is built for a different problem than the tools above: the sheer volume of digital evidence tied to a single complex case. Rather than working from bodycam audio alone, it ingests cell phone extractions, jail calls, social media warrant returns, documents, images, and more, and makes all of it searchable and cross-referenced within a single case.
Its standout feature is case-level AI investigation, letting a detective ask a question and get an answer pulled from across every piece of evidence in that case at once, with every result linked back to its exact source for verification. In practice this has meant surfacing a confession buried inside hundreds of hours of jail calls, or finding a pattern across thousands of records that would have taken a detective weeks to locate manually. The company has reported processing the equivalent of decades of detective work across its partner agencies in just a few months.
This depth comes at the cost of being narrower than CLIPr in day-to-day use. Longeye is not built for routine patrol reporting, it is built for the kind of case that involves a mountain of evidence and a detective trying to find the needle. For that specific job, it is the strongest option here.
5. Veritone iDEMS: Best for Digital Evidence Management
Veritone iDEMS approaches the problem from the evidence management side rather than the investigation or reporting side. It is built to centralize digital evidence, body camera footage, surveillance video, jailhouse calls, and PDFs, into one searchable, CJIS-compliant system, and it runs on Veritone's aiWARE platform, which applies more than 300 AI models across categories like transcription, facial detection, object detection, and scene detection.
The suite includes several connected tools under one roof: Investigate for the central evidence hub, Redact for automated redaction of faces, objects, and license plates, and Illuminate for searching and analyzing evidence at scale. It also integrates with other systems agencies already use, including Axon Evidence.com and Milestone Systems, functioning as a hub that pulls disparate evidence sources into one place rather than requiring a department to abandon existing tools.
Where Longeye is built around deep investigation inside a single case, iDEMS is built around the broader operational problem of storing, organizing, and retrieving evidence across an entire department. For agencies whose primary pain point is a growing, disorganized evidence backlog rather than one specific hard case, iDEMS is the better fit.
6. Peregrine: Best for Real-Time Operations
Peregrine takes the widest view of any tool on this list. Rather than focusing on a single evidence type, it integrates a department's dispatch records, records management system, bodycam footage, sensor data, and alerts into one real-time operational platform. The idea is to give analysts, detectives, and command staff a single place to search and act on all of a department's data at once, rather than pulling from disconnected systems one at a time.
Departments using Peregrine have reported meaningful gains in response speed, describing it as something close to a force multiplier for short-staffed teams, since analysts no longer need to manually pull and cross-reference records from separate systems during an active situation. Its geospatial and partial-match search capabilities have also been credited with resolving time-sensitive cases, like locating a missing or disoriented person, in minutes rather than hours. The company has raised substantial funding and is deployed across departments ranging from major metro agencies to small local forces.
Peregrine is not primarily a report-writing or transcription tool, and departments looking specifically for bodycam-to-report automation will find it does more than they need in some areas and less in others. Its strength is real-time situational awareness and cross-system search during active operations, which makes it the standout choice for agencies whose biggest challenge is fragmented data during live incidents rather than after-the-fact documentation.
7. Rekor Scout: Best for Vehicle Intelligence
Rekor Scout is narrower in scope than the other tools here by design. It is built specifically for automatic license plate recognition and vehicle identification, running on nearly any existing IP, traffic, or security camera rather than requiring proprietary hardware. The system identifies a vehicle's plate number, make, model, color, and direction of travel, and displays results in a searchable, cloud-based dashboard.
Its practical value comes from two features working together: real-time alerting against custom, shared, and NCIC hotlists when a flagged vehicle is detected, and the ability to search historical data by full, partial, or even missing plate information to trace where a vehicle was last seen across a jurisdiction. Because it works with existing camera infrastructure, including specific integrations for Axis cameras, agencies can add vehicle intelligence without a full hardware overhaul.
Rekor Scout does not touch report writing, officer coaching, or case-level evidence analysis, and it is not trying to. For the specific job of vehicle identification and monitoring, it is the most focused and capable tool on this list.
How to Choose the Right Law Enforcement AI Tool
The right choice depends less on which tool has the most features and more on which problem is actually costing a department the most time. A few questions help narrow it down:
What is eating the most hours right now? If it is report writing after every shift, a bodycam-to-report tool like CLIPr or Draft One will have the most immediate impact. If it is supervisors trying to review footage for coaching purposes, TRULEO is built for that specific job.
How complex is the evidence involved? Routine patrol work calls for a lighter, faster tool. Cases involving large volumes of phone extractions, jail calls, or mixed-format evidence call for something built for depth, like Longeye, or for department-wide organization, like Veritone iDEMS.
Is the department already locked into a specific ecosystem? Agencies fully invested in Axon hardware and records management get the most seamless experience from Draft One. Agencies wanting a tool that works independently of any one hardware vendor should weigh that tradeoff carefully.
Is the priority real-time response or after-the-fact documentation? Peregrine is built for live operational awareness. Most of the other tools on this list are built for what happens after an incident, whether that is writing it up, coaching from it, or investigating it further.
Is vehicle tracking a distinct need? If license plate recognition is the actual gap, a dedicated tool like Rekor Scout will outperform a general platform trying to cover that use case as an add-on.
Final Verdict
For the majority of departments, CLIPr is the strongest overall choice. It handles the most common and time-consuming task, turning routine bodycam footage into usable reports, faster and with more flexibility than most alternatives, while still supporting the kind of searchable, organized evidence that larger investigations depend on. It also integrates with digital evidence systems many departments already use, rather than requiring a department to build its entire workflow around one vendor.
That said, no single tool wins every use case. Departments fully committed to the Axon ecosystem may find Draft One more seamless for their specific setup. Agencies focused on officer supervision and coaching will get more out of TRULEO's full-coverage bodycam analysis. Teams working complex, evidence-heavy cases will benefit more from Longeye's case-level search, and departments with a large, disorganized evidence backlog may be better served by Veritone iDEMS. Agencies whose biggest pain point is fragmented data during live incidents should look at Peregrine, and those with a specific vehicle-tracking need should go with Rekor Scout. The best approach is to match the tool to the actual bottleneck a department is facing, rather than assuming one platform can solve every problem at once.
