EPFL Spinoff · Lausanne, Switzerland

Robotic site intelligence
for high-risk worksites

Raven turns cameras, drones and AI into actionable site evidence across safety, security, materials and 3D site status, helping teams act before risks escalate into accidents, thefts, delays or disputes.

Explore use cases Contact the team
Raven robotic site intelligence system

Backed by

The product

From passive site visibility to active site evidence

Construction sites still rely on fragmented visibility: manual inspections, fixed cameras, drone footage and disconnected reports. Raven turns this into decision-ready evidence across safety, security, materials and 3D site status.

Built privacy-by-design: face blurring, controlled data retention and audit-ready evidence workflows.

  • Decision-ready evidence

    Findings arrive as clear, time-stamped evidence teams can act on, not raw footage to sift through.

  • Multi-domain coverage

    One pipeline across safety, security, materials and 3D site status, instead of disconnected point tools.

  • Act before escalation

    Surface risks early, so issues are resolved before they become accidents, thefts, delays or disputes.

  • Audit-ready reporting

    Reports generated automatically, ready for stakeholders and compliance.

How it works

From capture to validated evidence

Five integrated stages, from raw capture to audit-ready evidence.

  1. 01

    Capture

    Fixed cameras, drones and mobile units capture the site continuously, indoors and out.

  2. 02

    Analyze

    AI reads each scene across 2D and 3D, detecting risks and changes in near real time.

  3. 03

    Verify

    Findings are cross-checked across sensors and time to remove noise and false positives.

  4. 04

    Act

    Verified risks reach the right teams immediately, so they can act before issues escalate.

  5. 05

    Validate

    Outcomes are logged as audit-ready evidence, closing the loop on every finding.

Technology

Six layers, one evidence pipeline

Raven brings sensing, indoor and outdoor adaptation, validation, scene intelligence, privacy and reporting together into one pipeline.

Sensing

Adaptive fixed + mobile sensing

Fixed cameras, drones and mobile units combine into adaptive coverage that follows the work.

Adaptation

Indoor and outdoor adaptation

Robots and models adjust to lighting, GPS-denied interiors and open-air sites, so coverage holds across every environment.

Validation

Cross-sensor validation

Signals are cross-checked across sensors and time, turning raw data into evidence you can trust.

Scene intelligence

2D and 3D scene intelligence

Detection, segmentation and 3D reconstruction read the site across imagery and reconstructed space.

Privacy

Privacy by design

Face blurring and controlled retention keep people protected and identifiable data out of the model.

Reporting

Evidence reporting layer

Decision-ready reports package findings into audit-ready evidence for every stakeholder.

Use cases

Evidence across four site domains

One adaptive pipeline, four kinds of decision-ready evidence.

  • Safety risk evidence

    PPE gaps, danger-zone breaches, unprotected edges and machinery proximity, captured as visual proof.

  • Security & theft evidence

    Intrusions and asset movement flagged as time-stamped evidence for security teams and insurers.

  • Material visibility

    Track deliveries, stockpiles and material flow, so teams know what is on site and where.

  • 3D site status

    Reconstructed 3D site state to monitor progress and settle delays or disputes with facts.

Unlike fixed cameras, safety-only AI alerts or passive drone capture, Raven combines adaptive coverage with decision-ready evidence across multiple site domains.

Performance

The numbers behind the pipeline

50x

Faster than manual site inspection workflows.

80%

Cost reduction relative to traditional inspection approaches.

24/7

Continuous monitoring, with no shifts and no downtime.

Where we are

EPFL-rooted, MVP-ready, headed for product commercialization

Raven Intelligent Systems is an EPFL-rooted startup building robotic site intelligence for high-risk worksites. Our MVP-ready system combines fixed sensing, drone-assisted capture and AI-supported evidence generation.

At the EPFL Double Deck construction site, we are running an industry-shaped pilot with field deployment, structured reporting and feedback from construction and safety stakeholders.

Become a pilot partner
  • Today

    Pilot-ready MVP. Pre-seed stage. EPFL Double Deck pilot running.

  • Next

    Paid-pilot deployments with full five-stage pipeline.

  • Beyond

    Swarm-scale deployments across construction, energy and manufacturing with expanded hazard coverage.

Raven pilot deployment at the EPFL Double Deck construction site

Get in touch

Talk to the team.

Whether you are an owner, construction or QHSE/security leader, operations or innovation lead, project/integration consultant, or an investor interested in Raven's next stage, we would be glad to connect.

Built privacy-by-design: face blurring, controlled data retention and audit-ready evidence workflows.