Civil Documentation Infrastructure

Hours on Reports.
Seconds on Duty.

Multimodal evidence ingestion for modern law enforcement. Automated. Accurate. Accountable.

Juro Dashboard
The Bottleneck

The Administrative Drag

Documentation requirements have grown in volume and complexity faster than the systems designed to support them.

Manual Reporting
Loss: $25k/Officer/Yr

40% of Shift Time

Officers spend 30–40% of their shift reviewing footage and drafting reports. That is field time allocated to documentation instead of active response.

Smart Reporting
Restored Capacity

Infrastructure, Not Bypass

JURO does not skip requirements. It organizes the information already present in video and audio streams into a reviewable workflow.

Infrastructure
Fragmented
Unified (JURO)
Evidence Ingestion
Manual Review
Multimodal Stream
Transcription
Third-Party / Disconnected
Time-Aligned (Whisper)
Object Detection
N/A
YOLOv5x6 + Tracking
Chain of Custody
High Risk
Cryptographic Hash
Personnel

Forged in the Field

Our team combines deep technical expertise with real-world law enforcement insights.

Eric Lee

Eric Lee

Developer // Technology & Ideation

Leading the vision for smarter policing technology.

Arnav Maheshwari

Arnav Maheshwari

Business // Economics & Marketing

Building the secure infrastructure departments rely on.

Gautham Korrapati

Gautham Korrapati

Developer // Technology & Vision

Ensuring our tools solve actual problems for officers.

System Modules

Multimodal Synthesis

A modular processing pipeline that converts raw incident evidence into a unified record.

Voice to Text
VISUAL_LAYER

Object Detection

Custom pipeline (YOLOv5x6 + SmolVLM2) identifies hands, vehicles, and text. Objects are tracked with bounding boxes anchored to frame timestamps.

OCR Overlay
License Plate Rec
Hand Tracking
Thermal Mapping

Reasoning Engine

Gemini 3 Pro powered interface allows Constrained Reasoning. Officers can query the incident record while maintaining full editorial control.

Summarization
Clarification
Navigational Query
Human Verification
Reasoning
REASONING_LAYER

Field Manual

Operating procedures and responsible use.

Does the AI make decisions?

No. Juro does not make enforcement decisions. It requires explicit human review and confirmation for all outputs.

Is my data used for training?

Never. Uploaded footage is prohibited from being used for external model training or resale.

How is evidence secured?

Unique cryptographic hashing at upload creates a verifiable fingerprint. Original files are immutable.

Who controls disclosure?

The agency. All data remains restricted by default and is only disclosed through authorized, privacy-first processes.

Restore Operational Capacity

Join the network of departments treating documentation as civil infrastructure.