Will this work with our existing site cameras?

Yes. Most modern IP cameras (RTSP / ONVIF) integrate without replacement. Older analog cameras need an inexpensive encoder upgrade.

What about privacy regulations?

Edge inference means raw video never leaves site, and we work with your safety and legal teams on regional compliance requirements.

Construction / Automated Safety & Compliance Vision

Automated Safety & Compliance Vision

Q: Doesn't this monitor individual workers?

We design for aggregate, team-level reporting. Individual identification is opt-in only and gated behind explicit policy.

We engineer computer vision platforms that monitor construction sites for PPE compliance, unauthorized hazard-zone entry, and unsafe behaviors — providing real-time on-site alerts and management-grade reporting.

Talk to a Solution Engineer View Case Studies

Real-time

On-site safety alerts

Zero-incident

Records on multiple high-rise projects

<1s

Detection-to-alert latency

Trusted by global innovators

Industry Overview

Automated Safety & Compliance Vision: Engineered End-to-End

Safety can't depend on a supervisor being in the right place at the right moment. We build AI vision platforms that turn existing site cameras into a 24/7 safety monitoring layer — without becoming a surveillance tool workers resent.

Industry Challenges

What Stops Most Teams From Solving This Today

Common friction points we hear from construction teams scoping this kind of platform.

Manual Spot Checks: Safety supervisors can't be everywhere — gaps invite incidents.
Lagging Indicators: Most safety reporting is post-incident, not preventive.
Worker Trust: Heavy-handed monitoring kills culture; safety vision must be designed with workers in mind.
Camera Compute Cost: Naive cloud streaming of every site camera is economically impossible.

Our Approach

Our Engineering Approach

We engineer for the operational reality — not the demo.

Edge Inference

Vision models run on-site so only events — not raw video — travel to the cloud.

Worker-First Design

Aggregate metrics by team and shift, not individuals; transparent worker-facing communications.

Closed-Loop Alerts

Audio and visual alerts on the ground plus dashboard reporting for management.

Capabilities

Production-grade features the platform ships with from day one.

PPE Detection

Hard hat, safety vest, harness, and glove detection at industrial accuracy.

Hazard Zone Monitoring

Unauthorized entry into red zones triggers immediate audio alerts.

Equipment Proximity

Worker-equipment proximity warnings prevent struck-by incidents.

Fall Protection

Edge and harness use detection on elevated work areas.

Incident Recording

Auto-clip, archive, and tag clips around any detected incident.

Aggregate Reporting

Compliance metrics aggregated by team and shift — no individual targeting.

Worker Communication

Worker-facing dashboards keep the system transparent and trustworthy.

Insurance Reporting

Insurance-grade reports with defensible, auditable data.

How It Works

Reference Architecture

How data and decisions flow end-to-end.

Camera Layer

Existing site cameras integrated via RTSP and ONVIF.

Edge Inference

Industrial edge boxes run real-time vision models on-site.

Event Routing

Detected events trigger local alerts and upstream cloud pipeline.

Cloud Aggregation

Per-site, per-team metrics aggregated and reported.

Apps & Dashboards

Site supervisor apps and management dashboards share one event store.

Engineering Stack

Technology Stack

A pragmatic stack chosen for reliability, speed, and ease of operation.

Vision

YOLOv8Detectron2ONNX RuntimeTensorRT

Edge

NVIDIA JetsonLinuxDocker

Camera

RTSPONVIFMQTT

Backend

PythonFastAPIPostgreSQLKafka

Frontend

Next.jsReact NativeTailwind

Infra

KubernetesS3Vault

Measured Impact

Quantified outcomes from production deployments.

Zero-incident

Records on major projects

<1s

Detection-to-alert latency

95%+

PPE detection accuracy

Privacy-first

On-edge inference, no raw video uplink

Three Major High-Rise Projects

A general contractor deployed our safety vision platform across three concurrent commercial high-rise projects with strict zero-accident goals.

Across 18 months on platform, all three projects maintained zero recordable incidents — and the contractor secured a meaningful insurance premium reduction based on the system's documented monitoring posture.

Case Study

Use Cases

Where This Earns Its Keep

Common deployment patterns we see across customers.

PPE Compliance

Real-time monitoring of hard hat, vest, harness, and glove use.

Crane & Heavy Equipment Zones

Worker proximity monitoring around crane swing radii.

Confined Space Monitoring

Entry tracking and gas detection integration for confined spaces.

Slip / Trip / Fall Detection

Behavioral analytics on elevated and high-risk surfaces.

Unauthorized Site Entry

After-hours intrusion detection with auto-escalation.

Insurance & Audit Documentation

Defensible monitoring data for insurers and OSHA audits.

Integrations

Integrates With Your Existing Stack

We connect to the systems your teams already know.

PM

Procore

BIM

Autodesk Construction Cloud

CRM

Salesforce

Alerts

PagerDuty

Compliance

OSHA Reporting

Compliance-First Development Services Backed by Global Standards

We build secure, scalable products designed for privacy, interoperability, and regulatory readiness from day one across every sector we serve.

General Data Protection Regulation

Implement lawful consent flows, data minimization, and secure processing for global data privacy.

Service Organization Control 2

Verified controls for security, availability, and confidentiality of enterprise data systems.

Information Security Management

Adhering to the international gold standard for managing information security risks.

Quality Management Systems

Ensuring consistent quality in software delivery and operational process optimization.

Our Edge

Why Global Leaders Choose Us

We combine deep technical expertise with industry-specific knowledge to deliver solutions that aren't just functional, but transformational.

Enterprise-Grade Security

We implement rigorous security protocols and compliance standards (HIPAA, GDPR, SOC2) across all industrial solutions to protect sensitive data.

High-Performance Scaling

Our architectures are built to handle massive data loads and user bases, ensuring seamless performance whether you're serving ten or ten million.

Accelerated Time-to-Market

Leveraging our suite of internal tools and proven frameworks, we reduce development cycles and get your product to market 40% faster.

Embedded AI Integration

Beyond simple wrappers, we build deep-learning integrations and predictive analytics directly into the core of your industry-specific workflows.

Engagement Model

Predictable, structured delivery from kickoff through long-term ownership.

Discovery & Scoping

We map the existing systems, constraints, and stakeholders to scope a focused 8–12 week first delivery.

Architecture & Pilot

A working slice on a representative environment — proving the data flow end-to-end before scaling.

Production Engineering

Hardened services, observability, access controls, and audit logging go live behind your IAM.

Operate & Iterate

We stay on as the embedded engineering team — closing tickets, tuning models, and shipping new value.

Voices of Success

We don't just build products; we forge lasting partnerships. See how we've helped industry leaders transform their vision into technical reality.

"I can clearly see how Agnotic has a unique way of handling end-to-end development. They are always active on quick chat and provide support quickly."

Aaron Phelan

Founder, Benchmark

"Agnotic is the best technical team we evaluated. Their engineering excellence made our work dramatically easier and allowed us to stay focused on what matters most for maternal care outcomes. They took full ownership of the technical execution, and we are always happy to continue working together."

Kim Smith

Founder, My Lauren

"Agnotic combines deep technical expertise with strong domain knowledge. They understand the business context, anticipate challenges, and make collaboration smooth and effective."