Crewline AI
Entrepreneur First '25London, GB · Founded 2025 · 13 employees on LinkedIn · 9 known investors
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Crewline sells a retrofit autonomy kit that converts existing construction machines—starting with vibratory drum rollers, with dozers, rock trucks and excavators in development—into self-driving equipment backed by remote operators and 24/7 monitoring. It targets excavation and grading contractors working large earthwork sites, aiming to increase output and safety without adding headcount.
Also known as Crewline · Crewline AI Inc
Founders & leadership
Crewline AI was founded in 2025 by Frederik Filz-Reiterdank and Mohamed Sadek.
Investors · 9
Also in the syndicate · 4
Funding
SEC filings, press & company announcements$14.2M disclosed across 2 rounds · 2026
- $7.1MSeedApr 2026 · 2 sources
Initialized Capital (lead), Nebular (lead), angel investors, Begin, Cocoa, Entrepreneurs First, Ford Street Ventures, Transpose
Source ↗ - $7.1MSeed FundingApr 2026Source ↗
Source: company announcements and press reports — follow each round's link for the claim.
Company profile
researched Aug 2026Crewline AI develops a hardware and software autonomy stack that retrofits standard construction machinery — beginning with smooth and padfoot vibratory drum rollers — into self-driving machines capable of autonomous soil and asphalt compaction inside defined, geofenced zones. Installation is performed on site in roughly one hour, requires no permanent modification to the machine, and is reversible. Operators define work areas via a tablet interface, after which the machine compacts autonomously; obstacle detection, geofencing, and instant reversion to manual control are included, and remote operators intervene when conditions fall outside standard work.
The company positions the product against the shortage of skilled equipment operators in earthworks contracting, arguing that roller operation is repetitive and comparatively low-skill and therefore a low-resistance entry point for automation relative to excavators or dozers. Beyond the retrofit kit, Crewline provides 24/7 monitoring, remote operations, field service, spare parts, and on-site staff where required, taking responsibility for machine performance and uptime. Engagements begin with a site visit to confirm feasibility, safety and expected savings, typically on projects of 10 or more acres, followed by a phased rollout starting with drum rollers.
Rollers are described as shipping today; dozers are in active development with shipment indicated through 2027, and the company states plans to extend the kit to rock trucks, excavators, motor graders, dump trucks and wheel loaders. The system is designed to work alongside, though not require, Trimble, Topcon, Leica and Agtek site-model workflows.
Founding story
Crewline AI was founded by Frederik Filz-Reiterdank (CEO) and Mohamed Sadek (CTO). Prior to Crewline, Filz-Reiterdank was Chief Commercial Officer and CTO at MMY US, an executive and shareholder at Mask Bros and Novum Group, and worked in digital strategy and operations at Google; he is described as a serial and technical founder with a master's degree.
Business model
B2B sale to excavation and grading contractors: Crewline retrofits equipment the contractor already owns rather than selling machines, and bundles autonomy hardware with remote operation, monitoring, field service and spare parts. The company markets the arrangement as having no upfront cost to the contractor and states that performance and uptime are Crewline's responsibility, indicating a service-style engagement rather than a one-off hardware sale. Nordic9 classifies the business model as B2B.
Not stated in detail in the sources; the company's site says the retrofit is delivered without upfront cost and that commercial terms are defined during the initial site-visit and scoping stage. Waitlist demand after ConExpo 2026 is expressed in terms of potential annual contract value, suggesting recurring contract-based pricing.
Traction
On a 30-acre airport extension project in Austin, Texas, a 30-day deployment reportedly cut downtime from about six hours per day to under one hour while holding total labor hours constant. Site deployments have also been completed with contractors Dynamic Site Solutions and Watts Services, with reported reductions in site downtime and a doubling of productive hours during initial 30-day trials. The pipeline includes Bechtel and Haydon Companies, plus site visits with Mortenson, Ames and MasTec. After ConExpo 2026 more than 200 contractors joined the waitlist, which the company values at over $26 million in potential annual contracts. Seed proceeds are earmarked for deploying 100 self-driving roller units on earthwork jobs within the year.
Latest developments
In April 2026 Crewline AI announced a $7.1 million seed round led by Initialized Capital and Nebular, with participation from Ford Street Ventures, Cocoa, Begin, Entrepreneurs First, Transpose and angel investors. Proceeds are to scale the self-driving roller fleet toward 100 units deployed on earthwork jobs within the year. The company reported expanding deployments with additional contractors across multiple sites and substantial waitlist growth following ConExpo 2026. Dozer support is in active development with availability indicated for 2027.
▸Full profile — market position, technology, go-to-market, geography, history, risks & controversies
Market position
An early-stage entrant in construction-equipment autonomy, differentiated by retrofitting contractors' existing machines rather than supplying new autonomous equipment, and by starting with the narrow, highly repetitive compaction task. Coverage frames the company as addressing skilled-operator shortages in a labor-constrained construction market.
Retrofit rather than replacement: the kit installs in about one hour, makes no permanent modification and is fully reversible, so contractors keep their existing fleet and workflows. Autonomy is supervised — remote operators and 24/7 monitoring back the machines — and the initial focus on rollers targets a task described as predictable and low-skill, reducing both technical complexity and crew resistance.
Technology
The autonomy stack combines stereo depth perception, on-device object detection and vision-language models so the system can recognize construction-specific features and hazards such as survey stakes, manhole covers and pipes. A real-time safety layer provides 360-degree monitoring and enforces operational boundaries, with geofencing constraining work to defined zones and manual takeover available at any time. The kit installs on existing vibratory rollers in about an hour without permanent modification, and integrates with Trimble, Topcon, Leica and Agtek workflows and existing site models.
Go-to-market
Direct, field-led sales: a site visit establishes machine compatibility, safety and expected cost savings, then a phased deployment begins with drum rollers before expanding to other machine classes and additional units. The company also runs a compatibility check and waitlist on its website and used ConExpo 2026 as a lead-generation channel, after which it reported more than 200 contractors joining the waitlist.
Excavation, grading and mass-earthwork contractors running mid-to-large sites of roughly 10 acres or more, including commercial, residential, data center, logistics, solar and private infrastructure projects. Named pipeline and deployment counterparties include Bechtel, Haydon Companies, Mortenson, Ames, MasTec, Dynamic Site Solutions and Watts Services.
Geography
Sources give conflicting locations: Nordic9 describes Crewline AI as a British startup with offices in London, while FinSMEs places it in San Francisco, California, and a 2025 newsletter listed its HQ as San Francisco. Bloomberg's profile is for Crewline AI, Inc. and states the company serves customers worldwide. Deployments reported to date are in the United States, including a project in Austin, Texas.
History
Frederik Filz-Reiterdank was listed as co-founder and CEO of Crewline AI in an October 2025 newsletter tracking founders emerging from stealth, which reported roughly three months in stealth, a team size of two, and Entrepreneurs First and Transpose VC as early investors. The company is part of the Entrepreneurs First portfolio. A $7.1 million seed round was announced in April 2026, and the company announced the round publicly on its own blog alongside its roller product.
Risks & controversies
No controversies are reported in the sources. Reported performance figures — downtime reduction, doubled productive hours, and the $26 million waitlist pipeline value — are company-stated and not independently verified. The product line is narrow, with only vibratory drum rollers shipping and other machine categories still in development; source documents also disagree on the company's headquarters.
Compiled by commissioned research from 8 cited public sources — announcements, filings, and press listed under research sources below.
Key figures
latest reportedCompany-reported or press-reported figures, each dated to when it was claimed — not independently audited.
Timeline · 5
launches, deals, and filingsSeed funding of $7.1 million led by Initialized Capital and Nebular, with participation from Ford Street Ventures, Cocoa, Begin, Entrepreneurs First, Transpose and angel investors; proceeds earmarked for scaling the self-driving roller fleet to 100 deployed units on earthwork jobs within the year.
$7.1M source ↗
On a 30-acre airport extension project in Austin, Texas, a 30-day deployment reportedly reduced downtime from six hours per day to under one hour while keeping total labor hours unchanged.
Following ConExpo 2026, more than 200 contractors joined the waitlist, which the company says represents over $26 million in potential annual contracts.
Completed contractor site deployments reported to reduce site downtime and double productive hours during initial 30-day trials.
Crewline's retrofit autonomy kit is available for smooth and padfoot vibratory drum rollers compatible with Caterpillar, Bomag, Hamm, Volvo and CASE machines; dozers are in active development and slated to ship through 2027.
Dated company events from announcements, filings, and press; legal rows summarize public dockets and regulator releases.
In the news
▸Research sources · 8
primary sources listed
- Crewline AIcrewline.ai · web
8 public sources were cited for this profile; the first-party ones are listed here.
Frequently asked questions
- What does Crewline AI do?
- Crewline AI retrofits existing construction rollers and other earthworks machines into supervised self-driving equipment.
- Who founded Crewline AI?
- Crewline AI was founded by Frederik Filz-Reiterdank, Mohamed Sadek in 2025.
- Who are Crewline AI's investors?
- Crewline AI's investors include Begin Capital, Entrepreneur First, Transpose Platform Management, Initialized Capital, Nebular.
- How much funding has Crewline AI raised?
- Crewline AI has disclosed $14.2M raised across 2 rounds.
- Where is Crewline AI headquartered?
- Crewline AI is headquartered in London, GB.