A construction site at 2:43 a.m. is a different world.

The excavators are silent.
The crews are gone.
The gates are locked.
The temporary lights hum in the cold.
A stack of copper, tools, fuel, generators, scaffolding, and materials sits in the open — waiting for tomorrow’s work.

Then a vehicle slows near the fence.

Your mobile CCTV tower sees it.
Your camera records it.
Your motion detection may trigger.
Your remote video monitoring center may receive an event.

But here is the question that decides everything:

Does the system know whether this moment matters?

That is the real challenge in construction site remote video monitoring.

For years, construction companies were told that better security means more cameras, more motion alerts, more mobile CCTV towers, more lights, more speakers, more storage, and maybe another Cloud NVR or NVR with cloud storage.

Those tools help.

But they do not solve the hardest problem.

Construction sites are not static. They change every week. Sometimes every day. A fence line moves. A laydown yard shifts. A crane zone opens. A temporary access road becomes the new delivery path. A site that was empty last month now has millions of dollars in equipment and materials sitting outside.

Static security does not match a moving jobsite.

That is why the next generation of AI security monitoring for construction is not just about seeing more.

It is about understanding more.

And that is where ArcadianAI Ranger fits: a policy-driven AI layer that helps construction teams, remote video monitoring companies, SOC teams, integrators, and property operators decide what matters before real incidents disappear into noise.

Quick Summary

Construction sites need remote video monitoring because they are exposed, temporary, high-value, and constantly changing.

Mobile CCTV towers are useful because they can be rapidly deployed, often using solar power, battery backup, and cellular connectivity instead of permanent internet or mains power. Industry guides describe mobile CCTV towers as self-contained units that can be set up quickly and connected to monitoring centers without fixed infrastructure. (Veritech Security)

But mobile CCTV has real challenges:

Ranger helps by adding policy-driven AI security on top of existing cameras, NVRs, VMS platforms, mobile CCTV towers, and monitoring workflows. ArcadianAI’s internal construction positioning defines Ranger as an AI layer for changing jobsites that works without forcing replacement of existing cameras, NVRs, or workflows.

Instead of only asking, “What moved?” Ranger helps ask:

“Does this activity matter here, now, under this jobsite policy?”

That is the shift from passive surveillance to intelligent remote video monitoring.

Table of Contents

1. Why construction sites are security nightmares

2. The rise of mobile CCTV towers

3. The hidden challenges of GSM, LTE, 5G, solar, and temporary power

4. Why traditional CCTV and NVR systems break on jobsites

5. Why remote video monitoring teams struggle with construction alerts

6. How Ranger helps construction sites know what matters

7. Mobile CCTV vs NVR vs Cloud NVR vs Ranger

8. Best-practice playbook for construction site AI security

9. Conversion Hub: for RVM, SOC, property, and construction operators

10. Quick glossary

11. FAQs

12. Final takeaway

1. Why Construction Sites Are Security Nightmares

Construction sites are attractive targets because they combine five dangerous conditions:

1. High-value equipment

2. Weak permanent infrastructure

3. Changing access points

4. Limited after-hours human presence

5. Large outdoor areas with incomplete boundaries

A finished building has doors, lighting, alarms, access control, network infrastructure, and defined zones.

A construction site may have a fence, a gate, a trailer, a generator, temporary lights, a few mobile CCTV towers, and a layout that will change again next week.

That creates a security problem most traditional systems were never designed to handle.

Theft Is Not a Small Problem

Heavy equipment and construction material theft is expensive, persistent, and often difficult to recover from. EMC Insurance cites National Equipment Register and National Insurance Crime Bureau estimates that construction company losses from equipment theft range from $300 million to $1 billion annually, with less than 25% of stolen construction materials and equipment recovered. (emcinsurance.com)

The same source notes that theft often occurs in laydown areas or temporary jobsites where equipment is stored, especially when many pieces of rented or mobile equipment are spread across large geographic areas. (emcinsurance.com)

That matters because construction theft is rarely just the value of the stolen item.

It can also mean:

• Delayed project schedules

• Reordered materials

• Insurance claims

• Higher premiums

• Idle crews

• Missed deadlines

• Contract penalties

• Reputation damage

• Safety risk if equipment or materials are tampered with

A stolen generator is not just a generator.

It can become a stopped project.

Safety Is Also Part of the Security Conversation

Construction site security is not only about theft. It is also about safety, risk visibility, and operational awareness.

The U.S. Bureau of Labor Statistics reported that in 2023, about 1 in 5 workplace deaths occurred in construction, and 38.5% of construction deaths were due to falls, slips, and trips. Construction also accounted for 47.8% of all fatal falls, slips, and trips that year. (Bureau of Labor Statistics)

CPWR identifies the construction “Focus Four” hazards — falls to lower level, electrocution, struck-by injuries, and caught-in/between injuries — as the injury types that together cause almost two-thirds of on-the-job fatalities among construction workers. (CPWR)

That does not mean every camera should become a safety-policing tool. It means video intelligence can support a broader operational picture when used responsibly: restricted zone awareness, after-hours presence, blocked pathways, vehicle movement, and high-risk area visibility.

The National Academy of Construction has also highlighted AI applications in construction safety, including computer vision for hazard detection, predictive analytics, wearables, autonomous equipment, and proximity warning systems.

The message is clear:

Construction needs security systems that protect assets, support operations, and adapt to changing risk.

2. The Rise of Mobile CCTV Towers

Mobile CCTV towers became popular in construction for a simple reason:

Permanent CCTV often arrives too late.

In early-stage construction, there may be no permanent power, no broadband, no network closet, no walls, no finished entrances, and no stable camera mounting points.

A mobile CCTV tower solves part of that problem.

Industry guidance describes mobile CCTV towers as self-contained surveillance units mounted on freestanding masts, often deployable in hours and connected to remote monitoring without fixed internet or mains power. (Veritech Security)

A typical mobile CCTV tower may include:

• PTZ camera or fixed cameras

• Infrared or night vision

• Solar panel

• Battery backup

• 4G/5G router or cellular modem

• SIM card

• Local recording or cloud recording

• Motion detection

• Speaker for live audio challenge

• Remote monitoring center connection

For many construction sites, that is a major improvement over doing nothing.

A tower can create visible deterrence.
It can watch a laydown yard.
It can protect a gate.
It can send alerts.
It can provide evidence after a theft.
It can help an RVM operator verify what is happening.

But mobile CCTV is not magic.

A tower can see.

It does not automatically understand.

3. The Hidden Challenges of GSM, LTE, 5G, Solar, and Temporary Power

Many people say “GSM camera” or “GSM CCTV” when they really mean a SIM-based cellular surveillance system.

Technically, GSM refers to older 2G cellular technology. In modern deployments, construction cameras usually depend on 4G LTE, 5G, LTE Cat-1, LTE-M, or other cellular IoT options, depending on the hardware, country, carrier, data requirements, and expected lifespan.

That distinction matters.

Challenge 1: Legacy Cellular Networks Are Being Retired

Telenor IoT explains that 2G/3G sunset means mobile operators are gradually retiring those networks and reallocating spectrum to newer technologies. For IoT devices, this is not only a coverage issue; devices may rely on legacy networks for primary connectivity, fallback, SMS, voice, or roaming. (Telenor IoT)

For security buyers, the lesson is simple:

Do not build a construction monitoring program on outdated connectivity assumptions.

A mobile CCTV tower might work today and fail tomorrow if its modem, SIM, carrier plan, firmware, or fallback logic is not future-ready.

Telenor recommends auditing devices that still rely on 2G or 3G, mapping shutdown exposure by country and operator, testing firmware behavior when networks are unavailable or degraded, and validating performance in the real environments where devices will operate. (Telenor IoT)

For construction sites, that means testing:

• Signal strength at the actual site

• Upload bandwidth at night and during peak network hours

• Failover behavior

• SIM roaming limitations

• Data plan throttling

• Camera bitrate settings

• Remote access reliability

• Alert delivery time

• How the system behaves when connectivity drops

A beautiful camera with weak upload is just an expensive blind spot.

Challenge 2: Solar and Battery Systems Can Fail at the Worst Time

Solar CCTV towers are useful because many construction sites do not have stable power. But power design is a security decision, not just an equipment feature.

Mobile CCTV tower providers commonly use solar power with battery backup, and hybrid systems may combine solar with mains fallback where available. (Veritech Security)

The problem is that construction sites are harsh:

• Dust covers panels

• Snow blocks charging

• Heavy rain reduces generation

• Batteries degrade

• Trailers move

• Trades unplug equipment

• Temporary poles trip breakers

• Vandals target power sources

• Cameras draw more power in cold weather or at night

If power fails at 1:00 a.m., the site may be protected during the wrong hours and blind during the right ones.

Challenge 3: Cellular Video Is Expensive and Bandwidth-Limited

Remote video monitoring needs bandwidth.

High-resolution streams can consume significant data, especially when multiple cameras stream continuously. To control costs, many deployments lower resolution, reduce frame rate, stream on motion only, or rely on clips instead of continuous video.

That creates trade-offs:

• Lower resolution can reduce evidence quality.

• Lower frame rates can miss details.

• Motion-triggered clips can miss pre-event context.

• Cloud upload delays can slow operator response.

• Aggressive compression can make faces, plates, tools, and vehicles harder to interpret.

This is why NVR vs cloud is not a simple debate.

Sometimes a local NVR remains useful as the system of record, while cloud access and AI intelligence support monitoring, search, and event quality.

Challenge 4: Weather and Lighting Create False Alarms

Construction sites are full of motion that does not matter:

• Rain

• Snow

• Shadows

• Wind

• Moving tarps

• Dust

• Birds

• Animals

• Passing headlights

• Cranes

• Forklifts

• Workers arriving early

• Deliveries outside normal hours

• Security patrols

• Maintenance teams

• Cleaning crews

Basic motion detection sees movement.

It does not know whether movement matters.

Static analytics may detect a person, vehicle, or line crossing. That is helpful, but it may still fail to understand the jobsite context.

The question is not only:

“Is there a person?”

The better question is:

“Is there a person in the wrong zone, at the wrong time, under the wrong condition, with no approved reason to be there?”

That is the Ranger problem.

4. Why Traditional CCTV and NVR Systems Break on Jobsites

Traditional CCTV camera installation and NVR systems are valuable. They record video. They provide evidence. They help investigations.

But construction sites create problems that traditional video workflows struggle to solve.

Problem 1: The Site Layout Keeps Changing

A fixed camera rule might make sense in week three and become useless in week six.

Example:

• Week 1: The north gate is the only access point.

• Week 4: A temporary road opens on the east side.

• Week 8: The laydown yard moves.

• Week 12: Materials move indoors.

• Week 16: The high-risk zone becomes the parking area.

A static system does not automatically know that the site has changed.

Ranger is designed for this kind of operating reality. ArcadianAI’s construction material positions Ranger around project phase, operating hours, restricted zones, perimeter conditions, and the difference between normal activity and operator-worthy exceptions.

Problem 2: The NVR Records, But It Does Not Decide

A traditional NVR can store video locally.

That helps after an incident.

But construction security needs action during the incident.

The NVR can answer:

“What happened?”

A smarter monitoring workflow needs to answer:

“What is happening right now, and should anyone act?”

Problem 3: Cloud NVR Improves Access, But Not Always Judgment

A Cloud NVR or cloud video system can make footage easier to access remotely. That is valuable for multi-site construction operators, project managers, insurance teams, and executives.

But cloud access alone does not solve false alarms.

A cloud platform may still send too many clips.
A cloud dashboard may still bury important moments.
A remote operator may still face a queue full of noise.
A project manager may still review hours of footage after damage is done.

Cloud helps connect the site.

AI policy helps interpret it.

5. Why Remote Video Monitoring Teams Struggle With Construction Alerts

Remote video monitoring companies live and die by signal quality.

Construction sites can destroy signal quality.

Why?

Because construction sites generate lots of activity that looks suspicious to a basic system but is normal in context.

A delivery truck at 6:30 p.m. might be normal if concrete is scheduled.

A person near the fence at 11:00 p.m. might be a guard, a subcontractor, or a real intruder.

A forklift moving after hours might be approved on one site and a major escalation on another.

A vehicle parked near a trailer might be normal during working hours and suspicious during quiet hours.

A camera that triggers every time a tarp moves in the wind is not protecting the site. It is training operators to ignore it.

That is the danger.

Alert fatigue is not just annoying. It is operational risk.

When operators see too many low-value alerts, three things happen:

1. Review slows down.

2. Important events compete with noise.

3. Customers lose trust in the service.

For RVM companies, the key metric is not “how many alerts did we generate?”

The better metric is:

Cost per verified, operator-worthy event.

ArcadianAI’s construction deck shows Ranger’s focus on improving event quality before activity reaches operators or downstream systems, with operational outputs such as validated alerts, review clips, summaries, and reports.

That matters because better signal quality improves:

• Operator focus

• Response time

• Monitoring margins

• Customer trust

• Site accountability

• Pilot-to-rollout confidence

6. How Ranger Helps Construction Sites Know What Matters

Ranger does not replace every camera, NVR, VMS, mobile CCTV tower, or monitoring center.

It adds the missing intelligence layer.

ArcadianAI’s construction positioning describes Ranger as camera agnostic, multi-site ready, and NVR-friendly. It is built to help construction teams secure changing jobsites without replacing existing cameras, NVRs, or workflows.

Ranger’s Core Job

Ranger helps evaluate activity based on:

• Site rules

• Camera location

• Zone purpose

• Business hours

• Quiet hours

• Approved exceptions

• Project phase

• Restricted areas

• Perimeter conditions

• Escalation priorities

• Monitoring workflows

Instead of asking only:

“What moved?”

Ranger helps ask:

“Does this event matter here, now, under this policy?”

That one question changes everything.

Construction Use Cases for Ranger

1. After-Hours Intrusion

Policy example:

“Alert when a person enters the fenced site after 7 p.m., except approved guard patrol windows.”

This is better than basic motion detection because it includes time, zone, and expected activity.

2. Perimeter Activity

Policy example:

“Flag repeated presence near the west fence after dark, especially near material storage.”

This helps focus attention on behavior near vulnerable edges.

3. Restricted-Zone Access

Policy example:

“Notify when a person enters the crane swing zone, excavation edge, electrical room, or high-risk area outside approved hours.”

This supports both security and operational awareness.

4. Vehicle Activity

Policy example:

“Detect vehicle movement inside the site during quiet hours unless it matches approved delivery or patrol windows.”

Vehicle activity can be normal or suspicious. Context decides.

5. Material and Equipment Yard Monitoring

Policy example:

“Prioritize alerts involving people or vehicles near fuel, copper, tools, generators, or equipment storage after hours.”

This focuses monitoring on high-value assets.

6. Camera Health and Operational Gaps

Policy example:

“Report cameras that are offline, obstructed, badly aimed, or producing poor visibility.”

A camera that cannot see is not a security control.

7. Incident Review and Forensic Search

When something happens, teams need answers fast:

• When did the vehicle arrive?

• Was anyone near the laydown yard?

• Did the gate open before the theft?

• Which camera saw the person first?

• Did a guard patrol happen?

• Was the area already flagged in previous events?

Ranger supports the larger shift from raw footage to usable incident intelligence.

7. Mobile CCTV vs NVR vs Cloud NVR vs Ranger

Many buyers ask the wrong question:

“Should we use mobile CCTV, NVR, or cloud?”

The better question is:

“What role should each layer play?”

The smartest construction security architecture is not always “rip and replace.”

Often, it is:

Keep the cameras. Keep the NVR where useful. Add cloud access where needed. Add Ranger to know what matters.

ArcadianAI’s construction deployment material emphasizes this practical approach: working with existing cameras, NVRs, VMS where practical; supporting NVR-first deployment; ingesting video from existing NVRs or supported cameras; and supporting phased rollout across one site, multiple sites, or a mixed camera estate.

8. Best-Practice Playbook: How to Deploy AI Security Monitoring on Construction Sites

This is the practical part.

Do not start by turning on every camera and every alert.

That is how AI pilots fail.

Start with a focused playbook.

Step 1: Map the Site by Risk Zone

Do not label cameras only as “Camera 1, Camera 2, Camera 3.”

Label zones by purpose:

Step 2: Define Operating Modes

The same camera should not behave the same way all day.

Create operating modes:

Working Hours

Movement is expected. Focus on restricted areas, safety exceptions, blocked access, and operational review.

Transition Hours

Crews are leaving, deliveries may still happen, supervisors may remain. Use more careful rules.

Approved After-Hours

Cleaning, guard patrols, concrete pours, emergency maintenance, or scheduled deliveries may be allowed.

Quiet Hours

The site should be empty. Unauthorized presence, vehicle activity, and perimeter movement become higher priority.

Step 3: Write Simple Ranger Policies

Good policies are plain language.

Examples:

• “Alert when a person enters the laydown yard between 7 p.m. and 5 a.m.”

• “Flag vehicles inside the gate during quiet hours unless approved delivery is scheduled.”

• “Notify when a person is near the west fence after dark for more than 30 seconds.”

• “Create a report when repeated after-hours motion occurs near equipment storage.”

• “Suppress alerts from the approved guard patrol route between 10 p.m. and 10:30 p.m.”

The best AI security system is not the one with the most rules.

It is the one with the clearest rules.

Step 4: Connect Existing Infrastructure

Construction buyers do not need another disruptive project.

Ranger can be positioned as a practical layer over:

• Existing IP cameras

• Mobile CCTV towers

• NVRs

• VMS platforms

• ONVIF/RTSP camera streams

• RVM workflows

• SOC workflows

• Guard response processes

Step 5: Run Side-by-Side

Do not replace the existing process on day one.

Run Ranger beside the current monitoring workflow.

Measure:

• Raw triggers

• Ranger-filtered events

• Operator-worthy events

• False alarm reduction

• Review time

• Response quality

• Camera health issues

• Repeat risk zones

• Escalation accuracy

ArcadianAI’s construction material gives a useful example of signal-quality measurement: one deployment across 28 cameras and four after-hours weeks processed 20,210 raw triggers, surfaced 43 operator-worthy events, filtered 20,167 low-value events, and achieved 99.8% noise reduction.

That is the kind of metric construction buyers understand.

Not “AI magic.”

Measurable operational improvement.

9. Conversion Hub: The Real Cost of Construction Sites Not Knowing What Matters

For Construction Companies

Your problem is not that you have no cameras.

Your problem is that your cameras may not know the difference between:

• A thief and a tarp

• A subcontractor and an intruder

• A scheduled delivery and suspicious vehicle activity

• A guard patrol and unauthorized after-hours movement

• A normal zone and a restricted zone

• A real incident and another useless alert

For Remote Video Monitoring Companies

Your operators should not be paid to watch noise.

They should be focused on verified, operator-worthy events.

Ranger helps improve the quality of the queue before events reach your team.

For SOC Teams

Your challenge is consistency.

Every construction site has different cameras, contractors, schedules, and escalation paths. Ranger helps standardize policy logic while still respecting site-specific realities.

For Security Integrators

Mobile CCTV towers, CCTV system installation, Cloud NVR, and commercial security cameras are still important.

But the bigger opportunity is helping customers operationalize video.

That means selling outcomes:

• Fewer false alarms

• Faster investigation

• Better after-hours awareness

• Cleaner escalation

• More scalable remote monitoring

• Better use of existing cameras

The Key Metric

Do not only measure cameras installed.

Measure:

Cost per verified, operator-worthy event.

That is how construction security becomes a business case.

CTA

👉 Ready to make your construction cameras smarter?
Book a Ranger pilot with ArcadianAI and see how policy-driven AI can help your team reduce noise, improve monitoring quality, and focus on the events that actually matter.

10. Internal Linking Targets to Add

Use these as Shopify internal links once the related pages are live:

• Pillar page: Remote Video Monitoring with AI

• Cluster post: Construction Site Security Camera Installation Guide

• Cluster post: False Alarm Reduction for Remote Video Monitoring Companies

• How-it-works page: How Ranger Works

• ROI/case study page: Ranger Pilot Results: From Raw Triggers to Operator-Worthy Events

Suggested anchor text:

• construction site remote video monitoring

• AI security monitoring

• mobile CCTV tower monitoring

• false alarm reduction

• Cloud NVR vs NVR

• Ranger AI pilot

11. Quick Glossary

Remote Video Monitoring

Remote video monitoring means trained operators or a SOC review camera events remotely and respond based on live or recorded video.

Mobile CCTV

Mobile CCTV usually refers to portable camera systems, often mounted on towers or trailers, used where permanent CCTV installation is not practical.

GSM CCTV

Many people use “GSM CCTV” to describe SIM-based cellular cameras, but modern deployments should usually be evaluated around LTE, 5G, LTE-M, Cat-1, eSIM, and carrier support rather than old 2G GSM assumptions.

Cloud NVR

A Cloud NVR stores or manages video through cloud-connected infrastructure, making footage easier to access remotely.

NVR with Cloud Storage

An NVR with cloud storage usually keeps local recording while backing up video, clips, or events to the cloud.

RVM

RVM stands for remote video monitoring. It combines cameras, alerts, human verification, and escalation workflows.

SOC

A SOC, or security operations center, monitors and responds to security events across one or many locations.

AI Security Monitoring

AI security monitoring uses artificial intelligence to help detect, classify, prioritize, and filter video events.

Policy-Driven AI

Policy-driven AI evaluates video based on rules such as zone, time, schedule, site purpose, and escalation priority.

Operator-Worthy Event

An operator-worthy event is an event that deserves human attention because it matches a real site risk or policy.

12. Frequently Asked Questions

What is construction site remote video monitoring?

Construction site remote video monitoring uses cameras, alerts, and remote operators to review activity on jobsites, especially after hours. It helps detect intrusions, theft, vandalism, unsafe access, and unusual activity without requiring a full-time guard on site.

Are mobile CCTV towers good for construction sites?

Yes. Mobile CCTV towers are useful when a site lacks permanent power, internet, or fixed camera infrastructure. They are especially useful for temporary sites, early-stage projects, laydown yards, gates, and remote areas. But they still need good connectivity, power design, monitoring, and alert filtering.

What are the biggest challenges with mobile CCTV?

The biggest challenges are weak cellular signal, limited bandwidth, solar or battery failure, false alarms, changing site layouts, camera blind spots, weather, lighting, and too many low-value alerts reaching operators.

What is GSM CCTV?

GSM CCTV usually means a cellular-connected camera system using a SIM card. However, true GSM is older 2G technology. Modern buyers should check whether the system supports current and future-ready connectivity such as 4G LTE, 5G, LTE Cat-1, LTE-M, or eSIM.

Why does 2G/3G sunset matter for security cameras?

Legacy cellular shutdowns can affect IoT and security devices that depend on 2G or 3G for connectivity, fallback, SMS, voice, or roaming. Buyers should audit devices, validate carrier support, and test performance before scaling deployments. (Telenor IoT)

Is Cloud NVR better than traditional NVR for construction sites?

Cloud NVR is better for remote access, centralized review, and multi-site management. Traditional NVRs can still be useful for local recording and evidence retention. Many construction sites benefit from a hybrid model: local recording plus cloud access plus AI intelligence.

How does Ranger help with construction site monitoring?

Ranger helps evaluate video through jobsite-specific policies. It can consider time of day, zone, schedule, project phase, restricted areas, and escalation priorities. This helps reduce low-value alerts and surface events that deserve human review.

Does Ranger replace mobile CCTV towers?

No. Ranger can complement mobile CCTV towers by improving the intelligence layer on top of video. The tower captures the scene. Ranger helps decide whether the activity matters.

Can Ranger work with existing cameras and NVRs?

ArcadianAI positions Ranger as a practical layer for existing video environments, including cameras, NVRs, VMS platforms, and monitoring workflows where practical.

What is the best first pilot for Ranger on a construction site?

Start with one to three high-risk sites or camera groups. Focus on after-hours intrusion, perimeter activity, restricted zones, vehicle movement, material yards, and equipment areas. Measure raw triggers, filtered events, operator-worthy events, and review time.

13. Final Takeaway

A construction site does not fail because it has no cameras.

It fails because the wrong event gets ignored, the right clip is buried, the tower loses power, the cellular connection drops, the NVR records passively, the cloud dashboard creates more work, or the monitoring team is flooded with noise.

Mobile CCTV is useful.

Cloud NVR is useful.

Remote video monitoring is useful.

But construction sites need something more:

They need adaptive judgment.

They need a system that understands that a person near the gate at 2 p.m. is different from a person near the gate at 2 a.m.

They need a system that knows a delivery truck may be normal on one night and suspicious on another.

They need a system that can adjust to changing zones, shifting materials, temporary access points, project phases, and real-world jobsite messiness.

That is why Ranger matters.

ArcadianAI Ranger helps construction teams move from raw video to policy-driven security intelligence.

Not more noise.

Better signal.

Not just cameras.

Judgment.

Not just recording.

Action.

👉 Ready to protect your construction sites with smarter AI security monitoring? Book a Ranger pilot with ArcadianAI today.