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SIERRAWING TECHNOLOGY

The intelligence behind Sierrawing.

Sierrawing combines computer vision, deep learning, GPU-accelerated AI, edge computing, cloud infrastructure, and intelligent automation to transform visual data into actionable operational intelligence.

Analyst reviewing AI-annotated camera feeds across a multi-view dashboard AI ANALYSIS6 Feeds · Live
AI INFERENCE

From frame to insight in milliseconds

GPU ACCELERATED
Avg. Inference42ms Latency
THE DATA PIPELINE

Turning Visual Data Into Intelligence

Sierrawing adds an AI intelligence layer that analyzes visual data and identifies events that matter to your operations.

Live processing pipelineVisual data → operational intelligence
7 CONNECTED STAGESREAL TIME
  1. Camera / Video Source

    Cameras continuously capture what is happening in physical environments.

    Step 01
  2. Visual Data Processing

    Incoming video is prepared and normalized for analysis.

    Step 02
  3. AI Inference

    Trained models analyze the visual data in real time.

    Step 03
  4. Object & Event Detection

    Relevant people, objects, and activity are identified.

    Step 04
  5. Rules & Intelligence

    Detections are evaluated against configured operational rules.

    Step 05
  6. Alert / Workflow

    Meaningful events are turned into notifications and actions.

    Step 06
  7. Dashboard & Analytics

    Every event contributes to a broader operational picture.

    Step 07
Passive video becomes actionable intelligence
THE AI FOUNDATION

Perception and Pattern Recognition

Two core disciplines let Sierrawing see and make sense of the physical world.

Discipline 01

Computer Vision

Helping Machines Understand the Visual World

Computer vision enables Sierrawing to extract meaningful information from images and video. Depending on the configured AI capabilities, the platform can identify and analyze things such as:

PeopleVehiclesSafety equipmentObjectsActivity within defined zonesOccupancyQueue activityConfigured operational events

The goal is not simply to detect objects, but to understand their relevance within a specific operational context.

Discipline 02

Deep Learning

Intelligence That Understands Complex Visual Environments

Sierrawing uses deep learning techniques to support AI-powered image and video analysis, processing large volumes of visual information to identify patterns. Depending on the use case, AI models can support capabilities such as:

Object detectionClassificationActivity recognitionZone-based detectionEvent detectionVisual inspectionSafety monitoring

Model capabilities and performance depend on the deployment, environment, data quality, and selected AI models.

Real-Time Processing

AI Inference: Analyze Visual Data in Real Time

AI inference is where trained models are applied to incoming visual data. Sierrawing's inference layer processes compatible video streams and evaluates them against configured detection requirements.

A SIMPLIFIED FLOW

1Video Frame
2Pre-processing
3AI Model Inference
4Detection Results
5Rules Evaluation
6Event Generation

This allows organizations to continuously analyze visual information instead of relying solely on manual video review.

GPU-ACCELERATED AI

Built for Computationally Intensive AI Workloads

Computer vision at scale can require significant computational resources. Sierrawing can use suitable GPU infrastructure for supported workloads across cloud and edge environments.

Efficient processing for computationally intensive AI workloads

Analyze multiple camera streams simultaneously

Run more computationally demanding models where needed

NVIDIA Technology

Where technically appropriate, NVIDIA GPUs and AI technologies can support Sierrawing's computer vision and inference workloads.

NVIDIA GPUsCUDATensorRTNVIDIA DeepStream

Specific technologies used in a deployment depend on the architecture, workload, hardware, and implementation requirements.

FLEXIBLE ARCHITECTURE

Edge, Cloud & Hybrid AI

Not every workload needs to run entirely at the edge or entirely in the cloud. Sierrawing can be architected to match latency, connectivity, security, and workload requirements.

Edge AI

Intelligence closer to the camera. Suitable workloads can run near the source instead of sending every stream to a centralized environment.

· Lower latency· Reduced bandwidth· Faster local inference· Improved resilience

Cloud Intelligence

Centralized AI operations at scale. Manage distributed visual intelligence deployments from a single environment.

· Centralized management· Event storage & analytics· User & dashboard access· Multi-location visibility

Hybrid Architecture

The best of both. AI inference occurs closer to the data source while centralized services provide management and analytics.

· Adaptable to connectivity· Balances latency & scale· Centralized visibility· Local processing options

A Hybrid Flow, In Practice

Camera
Edge AI Inference
AI Event
Sierrawing Cloud
Dashboard / Analytics
Example Rule
restricted-area.rule
IF
Person Detected
and
Restricted Zone
and
Configured Time Window
THEN
GeneratesRestricted Area Event
INTELLIGENT EVENT ENGINE

Detection Is Only the Beginning

Simply detecting an object is not always enough. Sierrawing's intelligence layer evaluates detections against configured operational rules, converting raw AI detections into events that have operational meaning.

Evaluated in milliseconds
Unlimited configured rules
Context-aware, not just object-aware
CONFIGURABLE AI RULES

Define What Matters to Your Business

Different environments require different AI behavior. Sierrawing allows supported deployments to configure rules around:

Detection typeLocationMonitoring zoneTimeThresholdEvent severityAlert conditions
7 configurable dimensions
Rules can be combined and layered
Scoped per camera, zone, or site
no-helmet.rule ACTIVE
RuleNo Helmet Detected
ZoneProduction Area
ConditionPerson detected without required helmet
SeverityHigh
ActionGenerate Alert

Rules are evaluated continuously against configured detection requirements.

REAL-TIME ALERTING

Get Notified When It Matters

Once a configured event is detected, Sierrawing can generate an alert for authorized users or connected systems. Alerts can contain relevant event information such as:

Event type
Camera
Location
Timestamp
Severity
Detection info
Event status
Delivered in real time, not on a schedule

Supported integrations can extend alerts into existing operational workflows.

3 New
9:41
Monday, September 14
14:37
SIERRAWING · CRITICALnow
Restricted Area EntryZone 04 — Production Floor
SIERRAWING · WARNING2m ago
No Helmet DetectedAssembly Line 2
SIERRAWING · INFO6m ago
Occupancy Threshold ReachedLoading Dock
AI-TO-ACTION AUTOMATION

Connect Intelligence to Operations

Sierrawing is designed to move beyond detection and notification. Through supported APIs and webhooks, AI events can become triggers for external workflows.

AI Detection

A configured event is identified in real time.

Sierrawing Event

The detection is structured into an operational event.

Webhook / API

The event is delivered through a supported integration.

External System

Connected business or operational systems receive it.

Operational Action

The right workflow or team takes it from there.

Where Actions Can Land

Team ChatEmail NotificationsTicketing SystemsBusiness ApplicationsCustom Webhooks

This can support integrations with business applications, incident workflows, notification systems, and custom applications.

VISUAL ANALYTICS

Turn Events Into Operational Insights

Every AI event can contribute to a broader understanding of your environment, helping teams move from reacting to individual events toward understanding recurring operational patterns.

Analytics Overview Live data
Last 7 Days
Event frequency
1,284events today
+8%
MonTueWedThuFriSatSun

Historical events remain available for review and comparison.

1,284+8%
Detection trends
94.2%+1.8%
Location activity
312+4%
Camera activity
18+5%
Peak periods

Sierrawing can provide analytics around event frequency, detection trends, location activity, camera activity, peak periods, and operational patterns.

Facility floor seen among several connected sites MULTI-CAMERA VIEW
24/7Centralized Visibility
All sites connected
UnlimitedCameras Supported
Multi-SiteDeployment Ready
24/7Continuous Visibility
Multi-Camera Intelligence

One Platform. Multiple Visual Sources.

Sierrawing is designed to support environments with multiple connected cameras, organized by:

LocationFacilityDepartmentOperational zoneCamera group

SCALES ACROSS

More camera streams
More AI inference workloads
More locations
More users
More events
More integrations

Deployment architecture can be selected according to the scale and technical requirements of each organization.

TECHNOLOGY STACK

A Foundation Built in Layers

Sierrawing's technology foundation brings together multiple layers of modern AI infrastructure.

5 Layers, One Platform
Visual Layer
CamerasVideo streamsImagesVisual data sources
AI Layer
Computer VisionDeep LearningObject DetectionAI InferenceVisual Analytics
Acceleration Layer
GPU ComputingCUDA-based workloadsTensorRT optimizationNVIDIA GPU technologies
Intelligence Layer
Detection RulesEvent ProcessingAlert EngineWorkflow Automation
Platform Layer
Cloud InfrastructureEdge AIHybrid DeploymentAPIsWebhooksDashboards
BUILT FOR REAL-WORLD AI

Designed Around Practical Deployment

Sierrawing's technology is designed around practical deployment requirements.

Low-Latency Intelligence

Support near-real-time detection for use cases where response time matters.

Flexible Architecture

Choose cloud, edge, or hybrid approaches based on operational requirements.

Configurable Detection

Adapt AI rules to different environments and business requirements.

Integration Ready

Connect AI events with external applications through supported APIs and webhooks.

Scalable Infrastructure

Expand from individual sites to multi-location deployments.

OUR COMMITMENT

Responsible AI

Visual intelligence must be developed and deployed responsibly. We believe AI systems should be designed with appropriate consideration for:

Responsible AI Principles BY DESIGN
PrivacyPersonal data minimized and protected
SecuritySafeguards across storage and access
Human oversightPeople stay in the decision loop
Responsible deploymentConfigured to fit real-world use
Data governanceClear policies for how data is used
Operational transparencyVisibility into how the system behaves

Sierrawing provides AI-assisted intelligence. Organizations remain responsible for configuring and using the platform in accordance with applicable laws, regulations, and their own policies.

The Sierrawing Advantage

Seeing vs. Understanding

Sierrawing brings together AI perception, intelligent event processing, and operational workflows in a single platform.

Instead of
Camera
Recording
Manual Review
Sierrawing enables
Camera
AI
Understanding
Alert
Action
Insight

That's the difference between simply seeing what's happening and intelligently understanding it.

BUILDING THE FUTURE

Building the Future of Visual Intelligence

The physical world is becoming increasingly connected. Sierrawing is building the AI infrastructure that helps organizations make sense of that connected visual environment.

See Today. A Safer Tomorrow.