Drive operational excellence with vision AI

Elevate service quality. Improve operational efficiency. Strengthen safety and compliance. Improve profitability. From retail to services, unlock end-to-end transformation with state-of-the-art vision AI.

Achieve immediate, organization-wide results

Accelerate AI deployment and solve complex challenges across the value chain.

Analyze Product Displays

Monitor shelves and displays for stockouts, misplaced items, and planogram compliance. Ensure optimal product availability and streamline replenishment.

Understand Customer Flow

Track customer movement patterns, dwell times, and overall traffic flow. Detect overcrowding and optimize layouts for efficiency and safety.

Monitor Queues & Turnover

Accurately detect and measure queue lengths in real-time. Reduce customer wait times, improve table turnover, and enhance service efficiency.

Improve Physical Security

Get real-time insights into overcrowding and trigger alerts when occupancy levels exceed thresholds. Identify and deter theft, fraud, and unauthorized entry.

Ensure Safety & Compliance

Detect product defects, monitor hygiene standards, identify hazards like spills, and verify operational compliance. Reduce incidents and enhance brand trust.

Optimize Warehouse Logistics

Streamline inbound and outbound processes by automatically tracking and verifying backroom inventory. Ensure accurate stock levels and optimize storage utilization.

Automate processes, start to finish

Drive innovation and improve efficiency, from receiving goods to serving customers.

Inbound Logistics

Verify shipment accuracy
Automate receiving process
Optimize storage space

Inventory & Shelving

Monitor display accuracy
Detect empty shelves
Automate replenishment alerts

Customer Flow

Map customer paths
Identify crowded zones
Optimize store layouts

Queue & Service Time

Track line length
Estimate wait times
Improve service speed

Service Centers

Track staff efficiency
Monitor station usage
Optimize wait times

Loss Prevention

Detect unattended goods
Identify suspicious acts
Protect high-value goods

Asset Health

Monitor equipment wear
Predict system failures
Reduce downtime costs

Safety Checks

Detect slip hazards
Verify hygiene rules
Ensure exits are clear

Real-time operational insights elevate customer experience

A leading hospitality group sought to ensure a consistent, premium customer experience and boost service capacity across a high-end restaurant chain. Manual monitoring of high-volume operations led to inconsistencies and missed opportunities, hindering their goal of increasing daily covers.

The group deployed specialized vision AI systems powered by Roboflow across sites. This real-time monitoring system provides critical insights into queue lines, table states, and customer wait times.

The new system significantly improved data capture and visibility, leading to more attentive waitstaff, fewer idle tables, shorter queue lines, and faster table turnover. The group can now better identify and address operational inefficiencies, consistently upholding their high hospitality standards.
See all customer stories

Deploy AI wherever you need

Run on the platform of your choice – from air-gapped servers to cloud-connected cameras in your facility.

At the edge

Use our pre-built devices or bring your own. Ideal for vehicles or facilities without internet connectivity.

In the cloud

Leverage your existing cloud infrastructure or easily deploy with our hosted API.
Python
cURL
Javascript
Swift
.Net

from inference_sdk import InferenceHTTPClient

CLIENT = InferenceHTTPClient(
    api_url="https://detect.roboflow.com",
    api_key="****"
)

result = CLIENT.infer(your_image.jpg, model_id="license-plate-recognition-rxg4e/4")

ARM CPU
x86 CPU
Luxonis OAK
NVIDIA GPU
NVIDIA TRT
NVIDIA Jetson
Raspberry Pi

Managed Deployment

Models directly on Roboflow's infrastructure through an infinitely-scalable API
Load balancing and auto-scaling to provide stability during bursts of usage.
Deploy at scale with bulk discounts and dedicated GPU clusters.
Switch to new model versions and architectures without adjusting your inference code.
Strict security and privacy standards, SOC 2 Type II, PCI, and HIPAA compliance.

Self-Hosted Deployment

Roboflow Inference: An open source and scalable way to run models on-device, with or without an internet connection.
Run inference on-device without the headache of environment management, dependencies, managing CUDA versions, and more.
HTTP interfaces for foundation models, like CLIP and SAM, which you can use directly in your application or as part of multi-stage inference processes.
Complex inference features including autobatching inference, multi-model containers, multithreading, and DMZ deployments.
UDP inference to keep latency as low as possible.

Workflows

Simplify Building and Deploying Vision AI Applications
Integrated workflow builder and deployment ensures what you configure runs in production.
Try Workflows
Combine custom models, open source models, LLM APIs, pre-built logic, and external applications
ARM CPU
x86 CPU
Luxonis OAK
NVIDIA GPU
NVIDIA TRT
NVIDIA Jetson
Raspberry Pi
ARM CPU
x86 CPU
Luxonis OAK
NVIDIA GPU
NVIDIA TRT
NVIDIA Jetson
Raspberry Pi
Python

result = client.run_workflow(
    workspace_name="suvjg",
    workflow_id="abc",
    images={
        "image": "YOUR_IMAGE.jpg"
    }
)
Deploy using a fully managed infrastructure with an API endpoint or on-device, internet connection optional

Enterprise-ready management

Streamlined deployment for large-scale computer vision environments.
Manage hundreds of devices
Monitor the status of all streams and devices in one console, track inference volume, modify settings, and push updates remotely.
Granular access controls
Single Sign-On (SSO) integration streamlines user authentication, while role-based access control provides granular permissions settings for admins.
Secure & compliant infrastructure
Data is protected by enterprise-grade security features, such as encryption at rest and transit, SOC 2 Type 2 compliance, and HIPAA-ready infrastructure.

Speak with an AI expert

Our team will help you start solving business problems on the first call.

Ask us about

  • Solution architecting
  • Live demonstration
  • Pricing and specifications
  • Feasibility assessment
Message sent!
To pair you with the most relevant AI expert, please complete the next short form.
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We will connect you with an AI subject matter expert on our team based on your answers.
What challenges would you like to solve with vision AI?
Where will you run vision AI?
Are you replacing a current solution with AI or will this be a new solution?
How many detections do you anticipate per month?
Describe the business problem you would like to solve.
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Over 16,000 organizations build with Roboflow.

Vision AI is transforming businesses

Customers across the board are solving complex challenges and driving meaningful impact.
Automotive customer:
$0 million
Saved by automatically detecting defects on the production line
Logistics & freight company:
0%
Less time spent manually tracking shipping inventory
Building materials supplier:
0%
Lower customer return rate with improved product quality