Powering mobile infrastructure with computer vision

OPTIMISE ASSET
quality control, enable the smooth rollout of next-generation 5G and small cell infrastructure, assess the quality of work completed by build contractors, ensure Right First Time construction and speed up maintenance reviews with computer vision.
Pre-construction site surveying

Proper site planning is crucial to rapidly deploying new mobile telecoms infrastructure. Use computer vision to determine the suitability of rooftop sites or remote locations and alert engineers to potential issues by automating pre-construction audits.

With the use of remote monitoring technology like drones to gather photographs, a prospective location can be comprehensively and automatically surveyed before a technician needs to set foot on site, saving time on costly manual surveys.

Two technicians on the field
Technician using Inveniam app on a pylone
Real-time installation checks

Mobile infrastructure deployment is becoming increasingly complex. RFT operations are essential for meeting target handover schedules and deployment costs. Inveniam’s AI-powered job verification solution eliminates human error by automating checks across active and passive equipment like tower verticality, antenna height and tilt angle measurements through to fibre installation or fastening of cables and bolts.

This enables potential quality issues to be identified and fixed whilst the engineering team is still onsite, preventing extended build times and costly site revisits

Expanding post-build audit reviews

Reviewing build completion reports and photo evidence is resource intensive, often limiting desktop checks to a small sample of the network. Inveniam’s visual automation solution enhances the quality assurance process, enabling infrastructure owners to automate the quality control of assets across every site compared to only a small sample that may be audited today.

This can be done without any ramp-up in desktop or field-based staff, enabling current teams to be diverted to other priority activities.

Technician using Inveniam app on his tab
Drone doing visual recognition
Asset inspections & preventative maintenance

Maintenance checks on mobile towers and infrastructure is time-consuming and costly.  Inveniam’s AI solution helps automate the process of detecting issues like rust build up, bolt degradation, and structural integrity concerns before they become a major problem, preventing dangerous or costly infrastructure failures.  Inveniam AI analyses sites remotely with drones, ensuring technicians only go onsite when needed. Our automated solution speeds up the human review process, reducing resourcing costs and human error.

DETECTIONS

Detection examples

We provide access to off-the-shelf detections and build new custom models for unique business needs.
Tower verticality detection example
Tower verticality
DETECTION
99,98%
Antenna angles detection example
Antenna angles
DETECTION
95,98%
Equipment inventory detection example
Equipment inventory
DETECTION
89,98%
Bolt quality and rusting detection example
Bolt quality and rusting
DETECTION
98,55%
Loose cables detection example
Loose cables
DETECTION
87,78%
Vegetation on base stations detection example
Vegetation on base stations
DETECTION
92,04%
PROCESS

Our onboarding process in a few simple steps

Powerful, self-serve product and growth analytics to help you convert, engage, and retain more users.

Kick-off

DAY 1
Share visual data for review and align on use cases, detections, data structure, frequency of analysis and success measures.

Platform Access

WEEK 1
Start uploading data to our platform where you will be able to track progress across the data pipeline, review dashboards and key results.

Start Analysis

WEEK 2
We use human annotators to start analysing images if there is no pre-trained model. In parallel, we kick-off model exploration and training for each detection case.

Fully Automate

WEEK 4+
Transition to a fully automated model, with human-in-the-loop intervention used for edge cases and where 100% accuracy levels are required.

Interested to hear how we could benefit your business?

Let’s explore the possibilities.

Book a meeting