Protex AI is a Limerick, Ireland startup using computer vision AI to prevent warehouse injuries — with Amazon, Tesla and DHL
Protex AI Explained: How a Limerick, Ireland Startup Is Using Computer Vision to Prevent Workplace Injuries — and Why Amazon, Tesla and DHL Are Paying Attention
Founded in Limerick, Ireland in 2021 by two friends who first met at a science fair at age 12, Protex AI turns existing warehouse CCTV cameras into an always-on AI safety system. With $54 million raised, clients including Amazon, Tesla and DHL, and a US expansion underway, it is one of the most significant Irish tech companies nobody in global media has written about properly — until now.
Editorial transparency: Wangdoo.com has not been paid, sponsored, or contacted by Protex AI to write this article and received no compensation of any kind. This article was written independently based on Protex AI’s official website and press releases, the Salesforce Ventures investor blog, Silicon Republic, ThinkBusiness.ie, Sifted, the Cority partnership announcement, Forbes 30 Under 30 records, and the Y Combinator company profile. All facts are verified against primary sources. Where any commercial relationship develops in the future, it will be disclosed clearly at the top of the relevant article.
Every year, thousands of workers are injured in warehouses, factories, and industrial facilities. In the United States alone, the Bureau of Labor Statistics recorded 5,486 fatal workplace injuries in 2022 — a 5.7% increase from the previous year — with logistics and warehousing among the highest-risk sectors. In Ireland, the Health and Safety Authority (HSA) tracks workplace fatalities annually, with manufacturing, construction, and agriculture consistently among the highest-risk sectors. Traditional safety management relies on human observation, manual audits, and retrospective incident reports. By the time a safety manager identifies a pattern of unsafe behaviour, someone has usually already been hurt.
Protex AI was founded on the premise that this does not have to be the case. The company builds AI-powered computer vision systems that plug into a facility’s existing CCTV infrastructure and monitor safety compliance continuously — detecting unsafe behaviours as they happen, not after an incident has occurred. The system does not replace safety managers. It gives them an always-on set of eyes across an entire facility, every shift, every hour, without fatigue.
Protex AI is a Dublin-headquartered AI safety company founded in 2021 by Dan Hobbs (CEO) and Ciarán O’Mara (CTO). Its platform connects to existing CCTV infrastructure to detect unsafe behaviours in warehouses, factories, ports, and manufacturing facilities in real time using computer vision and machine learning. It has raised $54 million in total funding, is valued at $150 million, counts Amazon, Tesla, and DHL among its clients, and was ranked #1 in the 2026 Verdantix Video Analytics Report. It operates in more than 20 countries. The company was founded in Limerick and is expanding actively in the US market.
DHL x Protex AI — Computer Vision AI Health & Safety Proof of Concept (2023)
The Origin Story — Two Founders, One Preventable Accident
Dan Hobbs and Ciarán O’Mara first met at the BT Young Scientist and Technology Exhibition when they were both 12 years old. They stayed in contact for years without founding a company together. Hobbs went on to graduate from Trinity College Dublin with a degree in Business, Economics and Social Studies in 2017, then founded Better Examinations — an online exam management and proctoring platform for third-level institutions. O’Mara, who is from Ahane in County Limerick and was educated at Castletroy College, studied Electronic and Computer Engineering at the University of Limerick before completing a PhD in Computer Vision Privacy.
The idea for Protex AI came out of a conversation at the Annual Young Scientist Awards Alumni Reunion. O’Mara was deep in his computer vision research. Hobbs had just exited his previous startup. The company’s origin story is tied to a specific incident: a close family member — an operations manager at a Fortune 500 company — spoke about a fatality that occurred on site. When CCTV footage was reviewed after the accident, what appeared to be a freak incident turned out to be the result of months of repetitive non-compliant behaviour that had gone undetected. As Hobbs later told Silicon Republic: “Freak accidents aren’t so freakish.”
They founded Protex AI in 2021, opening their first office in Limerick, Ireland. The company later moved to Dogpatch Labs in Dublin and now maintains its headquarters at 3 Castle Street, Dublin. Ciarán O’Mara has remained Limerick’s strongest tech advocate — Dan Hobbs told the Forbes Under 30 Forum in Limerick that engineers from the city, many of them University of Limerick graduates, are “probably the best in the country by far.”
“Protex AI began with a conversation Ciaran had with a family member. At the time, Ciaran was working on a PhD in computer vision, and I had just exited a previous startup. We met up at a pub in Dublin and started brainstorming ways to apply this cutting-edge technology… Because if we’re not taking care of each other, we’re missing out on the real potential behind the spreadsheets.”
They founded Protex AI in 2021. In 2023, both founders were named on the Forbes Europe 30 Under 30 list for Technology — one of the most competitive recognition programmes in European startups. The company has grown from a two-person founding team to between 51 and 100 employees with operations across North America, Europe, Asia-Pacific, and Latin America.
What Does Protex AI Actually Do?
The core problem Protex AI solves is straightforward: most industrial facilities already have extensive CCTV coverage, but that footage is only reviewed after something goes wrong. Human safety managers cannot watch every camera feed simultaneously. Incidents happen, footage is reviewed, reports are written — and the cycle repeats. Protex AI changes the model from reactive to proactive.
The Protex AI platform connects to a facility’s existing CCTV infrastructure through a plug-and-play vision processing device. No new cameras need to be installed. The system analyses live video feeds continuously using computer vision and machine learning algorithms — detecting unsafe behaviours and environmental hazards as they occur and generating alerts in real time, without requiring human intervention to trigger a review.
How the System Works — Step by Step
Connect to existing CCTV
A plug-and-play vision processing device connects to the facility’s existing camera network. No new infrastructure investment is required. The system works with any modern CCTV setup regardless of manufacturer or age.
Configure custom safety rules
EHS (Environmental Health and Safety) teams use the Protex AI platform to define custom safety rules specific to their facility — PPE requirements, forklift speed limits, pedestrian zones, emergency exit clearance, and any other compliance requirements unique to their operation.
AI monitors every camera, every shift
The computer vision system analyses all camera feeds continuously. It uses convolutional neural networks and deep learning to identify deviations from the configured safety rules — detecting unsafe body postures, missing protective equipment, vehicle violations, and environmental hazards like blocked emergency exits.
Autonomous event capture and alerting
When the system detects a safety violation, it autonomously captures the event — flagging it for the safety team with a video clip, timestamp, and location. This happens without any human triggering the review. Safety managers receive prioritised alerts rather than having to review hours of footage manually.
Protex Copilot — generative AI insights
Protex Copilot is Protex AI’s generative AI layer, launched in 2025. It allows safety professionals to ask natural language questions of their safety data — instantly analysing vast datasets to extract actionable insights, identify recurring risk patterns, and generate tailored recommendations for corrective measures and training programmes.
Privacy-preserving by design
All data processing happens on-site via edge computing — video footage is analysed locally, not sent to the cloud. The system uses advanced anonymisation to protect individual worker identities. The focus is on safety behaviour patterns and environmental conditions, not individual worker surveillance or performance monitoring.
What Protex AI Detects
PPE Non-Compliance
Missing hard hats, high-visibility vests, safety boots, gloves, or eye protection — detected in real time against the facility’s configured PPE requirements.
Vehicle Safety Violations
Forklifts exceeding speed limits, operating in pedestrian zones, travelling too close to workers, or violating safe operational protocols.
Unsafe Manual Handling
Improper lifting techniques — body posture and movement patterns are analysed against safe handling guidelines to identify deviations that cause musculoskeletal injuries.
Blocked Emergency Exits
Continuous monitoring of fire exits, emergency doors, and evacuation routes — alerting when obstructions are placed that would impede emergency evacuation.
Restricted Zone Violations
Unauthorised entry into hazardous areas, machine exclusion zones, or areas where specific protective equipment is mandatory.
Behavioural Pattern Analysis
Beyond individual events, the system identifies recurring risk patterns — specific shifts, locations, or times of day where unsafe behaviours are most frequent — enabling structural interventions.
The Clients — Amazon, Tesla, DHL and Fortune 500
The client roster is perhaps the most striking fact about Protex AI that has never appeared in a mainstream tech article. Three of the world’s most recognisable logistics and industrial companies — companies that between them operate some of the largest warehouse networks on the planet — have adopted Protex AI’s platform.
“We can’t be everywhere at once, and we can’t be on site 24 hours a day. So having Protex AI is like having an extra set of eyes, and it helps us in keeping our colleagues safe.”
— Alice Conners, HSE Specialist, Marks & Spencer Castle DoningtonThe DHL deployment is the most publicly documented of Protex AI’s client partnerships. DHL Denmark partnered with Protex AI as part of its Group Strategy 2025 — a formal strategic initiative aimed at enhancing safety measures and optimising logistics operations across its Danish network. DHL is the world’s largest logistics company, operating in more than 220 countries and territories with hundreds of warehousing and distribution facilities globally. Its adoption of Protex AI’s computer vision safety platform represents a significant commercial validation — a company of DHL’s scale conducting rigorous vendor evaluation before committing to any technology partner at the operational level.
DHL Denmark integrated Protex AI as part of its Group Strategy 2025 to enhance safety measures and optimise logistics operations. The partnership is documented on Dan Hobbs’ official Protex AI profile page and represents one of the company’s most publicly confirmed enterprise deployments. DHL Group’s global logistics network — the world’s largest — includes hundreds of warehouse and distribution facilities where the Protex AI platform’s computer vision capabilities are directly applicable.
The Amazon and Tesla partnerships have been confirmed by multiple sources including Sifted’s Industrial Tech briefing and coverage of the Series B round, though the specific terms, scope, and scale of those deployments remain undisclosed by both parties.
Protex AI reports an average 64% reduction in risk within three months of deployment across its client base — a figure cited in its Series B announcement and independently reported by Sifted’s industrial tech briefing.
The Funding — $54 Million From Salesforce, Hedosophia and Y Combinator
Protex AI has raised $54 million in total across three funding rounds. The investor list is notably high-quality for a company at this stage — it includes several of the most respected names in global venture capital.
The Series B in January 2025 was described as oversubscribed — meaning investor demand exceeded the amount Protex AI needed to raise. That detail matters: oversubscribed rounds indicate strong investor conviction and competitive demand to participate in the company’s growth.
The US Expansion — Why Boston?
The US market is the primary growth opportunity for Protex AI for a straightforward reason: the US warehouse and logistics sector is the largest in the world, with significant regulatory pressure around workplace safety from OSHA (Occupational Safety and Health Administration) and growing insurance cost pressures pushing companies to adopt proactive safety measures.
Protex AI CEO Dan Hobbs relocated from Ireland to Boston to lead the US expansion personally. The company is actively growing its US team and has already secured major American clients including Amazon and Tesla. Boston was chosen for its proximity to both the major East Coast logistics hubs and the concentration of enterprise technology buyers in the Northeast corridor.
The global warehousing market is projected to reach $643 billion in the next four years, driven by e-commerce growth and supply chain reshoring. As warehouse volumes grow, safety incidents scale proportionally — making AI-powered preventive safety increasingly commercially attractive. OSHA penalties for serious violations can reach $156,259 per incident in the US, creating strong financial incentives for preventive investment beyond the moral imperative. In the UK, the Health and Safety Executive (HSE) estimates workplace injuries and illness cost the British economy £21.6 billion annually — figures that apply similar financial pressure on UK and Irish companies operating in high-risk environments.
Privacy — How Protex AI Handles Worker Data
The most sensitive question about any computer vision system deployed in a workplace is the privacy question. Workers may be concerned that the same cameras monitoring safety are also monitoring their performance, tracking their breaks, or creating footage that could be used against them individually.
Protex AI addresses this through a combination of technical and design choices. All video processing happens on-site through edge computing — footage is not sent to any cloud server and is processed locally before any data leaves the facility. The system uses advanced anonymisation to protect individual worker identities in reports and insights. The explicit design philosophy, stated on the Protex AI website, is that “data supports learning instead of blame” — the system is designed to identify environmental and systemic safety risks, not to single out individual workers for disciplinary action.
The company is listed on the AWS Marketplace, which requires independent security and compliance review — and its privacy-preserving architecture was specifically cited by Salesforce Ventures as a competitive differentiator in their investment announcement.
Awards and Recognition
- Verdantix Video Analytics Report 2026 — Ranked #1 among video analytics providers for industrial safety
- Forbes Europe 30 Under 30 — Technology (2023) — Both co-founders Dan Hobbs and Ciarán O’Mara included
- Deloitte Fast 50 Rising Star Award 2025 — Awarded in association with Enterprise Ireland
- Sifted Top 100 European Startups 2026 — Ranked #21 — highest-ranked Irish AI company on the list
- Technology Ireland Ibec Industry Awards 2025 — Outstanding Achievement in International Growth
Frequently Asked Questions
What is Protex AI?
How does Protex AI work?
Who founded Protex AI and where is it based?
Does Protex AI spy on workers?
Who are Protex AI’s main clients?
How much has Protex AI raised and who are its investors?
What is Protex Copilot?
What sectors does Protex AI serve?
Sources & References
- Protex AI Official Website — protex.ai
- Protex AI — $36M Series B Announcement, January 2025
- Salesforce Ventures — Interview with CEO Dan Hobbs, February 2025
- Salesforce Ventures — Welcome, Protex AI (investment announcement), March 2025
- Silicon Republic — Protex AI raises $36M Series B, February 5, 2025 (confirms Limerick-founded, 64% risk reduction)
- Silicon Republic — Protex AI: Making workplaces safer one CCTV camera at a time (origin story, Dogpatch Labs), February 2023
- Limerick Leader — Limerick security firm secures investment (Ciarán O’Mara background, Castletroy College), February 2025
- Limerick Post — Dan Hobbs at Forbes Under 30 Forum Limerick (University of Limerick engineers quote), July 2023
- ThinkBusiness.ie — Dublin tech firm Protex AI raises $36M, February 2025
- ThinkBusiness.ie — Deloitte Fast 50 Rising Star Award 2025 (Protex AI named)
- Sifted — Industrial Tech 2025 (Protex AI Series B, US expansion)
- Cority — Protex AI partnership announcement, November 2024
- Y Combinator — Protex AI company profile
- Protex AI — Safety Computer Vision Market Report (M&S quote, Verdantix ranking)
- US Bureau of Labor Statistics — Fatal Work Injuries 2022 (5,486 fatalities, 5.7% increase)
- OSHA — Penalty structures for serious workplace safety violations (up to $156,259 per violation)
- UK Health and Safety Executive (HSE) — Workplace injury and illness cost statistics (£21.6 billion annually)
- Health and Safety Authority Ireland (HSA) — Annual workplace fatality and injury statistics