Wilder Systems
Wilder Systems designs and builds modular Agile Manufacturing Robots for aerospace manufacturing and MRO, offering automated drilling, defastening, sanding, washing, and inspection to aircraft OEMs, MRO facilities, and the U.S. Air Force.
- Company typePrivate
- Founded2015
- HeadquartersAustin, United States
- Headcount11–50
- GTM typeB2B
- OfferingHardware or Manufacturing
What Wilder Systems does
Wilder Systems is a privately held robotics and automation company headquartered in Austin, Texas, founded in 2015 to address labor-intensive and ergonomically challenging manual tasks in aerospace manufacturing and maintenance, repair, and overhaul (MRO). The company designs and builds modular Agile Manufacturing Robots (AMRs) under three product variants (WS1000 for operator collaboration and simplicity, WS2000 for tight-access navigation and accuracy, and WS5000 for increased load capacity and reachability), each configurable with a modular end-effector system supporting automated tool changing across five capability areas: precision drilling and countersinking, AI-powered vision-guided defastening, automated sanding, non-destructive inspection, and aircraft washing and decontamination. The platform combines industrial robotic arms, omni-directional mobile transport systems, a 7th axis linear rail for extended reach, integrated HEPA vacuum systems for Foreign Object Debris (FOD) reduction, and configurable safety scanners, orchestrated through a digital twin-based path planning workflow.
Underlying technology integrates 2D camera-based computer vision, automated CAD-to-path generation, and continuous AI training pipelines with a human-in-the-loop approach designed to improve accuracy and defect detection over time. Revenue is generated through three streams: sale of robotic hardware (WS1000, WS2000, WS5000 platforms and end-effectors), custom integration and onsite commissioning services, and ongoing maintenance and support. The go-to-market is direct enterprise field sales targeting aerospace OEMs (e.g., Piper Aircraft for the M600/SLS production line), commercial MRO facilities (e.g., Hughes Bros. Aircrafters), and U.S. defense customers (U.S. Air Force for F-16 washing and defastening), with the company also positioned within AFWERX/AFRL funding channels. Pricing is quote-based with custom configurations; no public price list is disclosed.
Wilder Systems has raised approximately $23-24 million in cumulative funding across a 2019 NSF grant, a 2022 round led by Cortado Ventures, and 2023 SEC Form D filings exceeding $10M and $11M, with a $7.5 million seed round in November 2023 led by Star Castle Ventures. The company maintains 11-50 employees, operates an additional facility in Oklahoma City, and remains privately held with no public listing.
Wilder Systems firmographics
Firmographics- Name
- Wilder Systems
- Legal name
- Wilder Systems, Inc.
- Website
- https://wsrobots.com
- Company type
- Private
- Founded year
- 2015
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Wilder Systems designs and builds modular Agile Manufacturing Robots for aerospace manufacturing and MRO, offering automated drilling, defastening, sanding, washing, and inspection to aircraft OEMs, MRO facilities, and the U.S. Air Force.
- Ownership category
- akta.pro rank
Wilder Systems industry classification
Industry- Product category
- Aerospace Robotics & Automation
- NAICS
- Other General Purpose Machinery Manufacturing (3339), Aerospace Product and Parts Manufacturing (33641)
- SIC
- Special Industry Machinery, Nec (3559), Aircraft Parts & Auxiliary Equipment, Nec (3728)
- akta.pro primary industry
- Industrial & Warehouse Robotics (HDAAAIAA)
- akta.pro secondary industries
- Industrial Robots (Articulated, SCARA, Delta, Cartesian) (IMAHAHAA), Component MRO (LRU/Rotables, Hydraulics, Pneumatics) (IMABALAD), Robot End-of-Arm Tooling (Grippers, Tool Changers, Welding/Cutting Heads) (IMAHAHAD), Industrial Robotics & Cobots (IMAIAMAB)
Keywords
Where Wilder Systems is headquartered
LocationHeadquarters
- HQ city
- Austin
- HQ country
- United States
- HQ region
- North America
Offices2 records
Markets served
Wilder Systems business model
Business model- GTM type
- B2B
- Offering type
- Hardware or Manufacturing
- Cost components
- Personnel, Technology or R&D, Supply Chain, Operations, Marketing or Sales
Revenue model
- Robotic Systems and Hardware: Sale of robotic systems including WS1000, WS2000, and WS5000 platforms along with industrial robotic arms, end-effectors, and mobile platforms.
- Integration and Commissioning Services: Custom system design, build, integration, and onsite commissioning services for deploying robotic cells into existing assembly lines.
- Maintenance and Support: Ongoing support services for deployed systems.
Go-to-market motion1 record
Distribution channels1 record
Marketing channels5 records
Wilder Systems product offering
Product offeringCore offering
Wilder Systems designs, manufactures, and integrates Agile Manufacturing Robots (AMR) — WS1000, WS2000, and WS5000 — for aerospace manufacturing and MRO. The mobile robotic platforms combine advanced modular end-effectors, AI-powered vision systems, and omni-directional mobility to perform precision drilling, defastening, automated sanding, non-destructive inspection, and aircraft washing. The company sells directly to aircraft OEMs, MRO facilities, and the U.S. Air Force with custom integration, onsite commissioning, and ongoing support services.
Product overview
Wilder Systems offers a platform of Agile Manufacturing Robots (AMR) consisting of three models (WS1000, WS2000, and WS5000) designed for different operational requirements in aerospace manufacturing and MRO. The WS1000 is designed for operator collaboration and simplicity, the WS2000 targets tight-access navigation and accuracy applications, and the WS5000 handles increased load capacity and reachability tasks. The AMR platform features modular end-effectors for specialized capabilities including precision drilling and countersinking, defastening and unscrew operations, automated sanding, non-destructive inspection, and aircraft wash/rinse/decontaminate functions. The robots combine advanced end-effectors, artificial intelligence, and smart mobile platforms on omni-directional wheels to tackle aerospace manufacturing challenges.
Differentiator
Problem solved
Functional benefit
Products and services
- WS1000 Agile Manufacturing Robot designed for operator collaboration and simplicity, optimized for aerospace manufacturing applications.
- WS2000 Agile Manufacturing Robot designed for tight-access navigation and accuracy, targeting precision aerospace drilling applications.
- WS5000 Agile Manufacturing Robot designed for increased load capacity and reachability, used for defasten and match drill operations on aircraft structures.
- Agile Manufacturing Robot (AMR) Platform Mobile robotic platform combining advanced end-effectors, artificial intelligence, and smart mobile platforms to address aerospace manufacturing and MRO challenges across precision drilling, defastening, sanding, inspection, and aircraft washing.
- Custom System Integration and Onsite Commissioning Professional services to design, build, integrate, and commission Wilder Systems' robotic cells into customers' existing aerospace assembly and MRO lines.
- Maintenance and Support Services Ongoing maintenance and managed support for AMR systems deployed at customer aerospace manufacturing and MRO facilities.
Quantifiable outcome
- 95% reduction in aircraft washing time (per RoboDK partnership)
- +2 more outcomes
Companies that use Wilder Systems
Customer profileNamed customers4 records
Segments3 records
Ideal customer profiles3 records
Wilder Systems technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration1 record
AI capability3 records
Feature7 records
Wilder Systems partnerships and signals
Strategic signalPartnerships
Two partnerships are on record, tiered major and technology partner.
- AFWERX / SpaceWERXmajorAFWERX and SpaceWERX announced Strategic Funding Increase selections at South by Southwest, supporting advanced aerospace automation technology development.
- RoboDKtechnology partnerSoftware partnership with RoboDK for robotic 'drive-through' aircraft washing system. RoboDK software helped cut aircraft washing time by 95 percent.
Scale indicators4 records
Recent moves6 records
Expansion highlights5 records
Wilder Systems competitors and assessment
Company assessmentBroad incumbents
- Comau: Industrial automation and robotics provider with aerospace applications including robotic drilling, fastening, and composite lay-up. Broad incumbent competing for aerospace automation wallet share.
- ABB Robotics: Major industrial automation incumbent serving aerospace with articulated robots for painting, drilling, and assembly. Competes indirectly with Wilder through broad aerospace OEM relationships.
- KUKA Robotics: Global industrial robot manufacturer with a dedicated Aerospace Competence Center offering articulated robots for drilling, riveting, and painting. Broad incumbent with overlapping capabilities to Wilder's AMR platform.
- Yaskawa Motoman: Major industrial robot manufacturer with aerospace and defense applications including welding, painting, and material handling. Established broad incumbent with overlapping aerospace automation offerings.
- Fanuc America: Largest industrial robot manufacturer globally with aerospace applications including drilling, fastening, and painting. Broad incumbent competitor with deep installed base across aerospace manufacturers.
Emerging players
- Boston Dynamics: Develops mobile manipulation robots (Stretch, Spot) with industrial and defense applications including logistics and inspection. Emerging player whose mobile manipulation approach overlaps with Wilder's AMR platform strategy.
- Massive Dimension: Emerging player in mobile robotic manipulation for industrial applications with aerospace-adjacent use cases. Comparable emerging mobile robotics platform targeting manufacturing automation.
Direct peers
- Sarcos Technology and Robotics: Develops advanced robotic systems for aerospace manufacturing, defense, and industrial applications including exoskeletons and manipulator arms. Targets similar aerospace/defense automation use cases as Wilder.
- Electroimpact: Specializes in automated aerospace assembly systems including robotic drilling, fastening, and fiber placement for aircraft OEMs (Airbus, Boeing, Bombardier). Most direct competitor to Wilder's aerospace drilling and fastening automation.
- Aerobotix: Provides robotic painting, coating, and finishing systems for aerospace and defense manufacturers (USAF, Boeing). Comparable to Wilder's automated sanding and surface finishing applications for MRO and OEM customers.
Market position
Strengths4 records
Weaknesses4 records
Competitive moat5 records
Key risks5 records
Key highlights6 records
Customer concentration
Wilder Systems social profiles
Digital presenceWilder Systems financial estimates
Financial estimateRevenue estimate
Valuation estimate
Wilder Systems leadership team
Management profileNumber of profiles
Profiles2 records
Wilder Systems funding detail
Funding detailFunding overview
Funding rounds4 records
Investors8 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Wilder Systems M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Wilder Systems
What does Wilder Systems do?
Wilder Systems designs, manufactures, and integrates Agile Manufacturing Robots (AMR) — WS1000, WS2000, and WS5000 — for aerospace manufacturing and MRO. The mobile robotic platforms combine advanced modular end-effectors, AI-powered vision systems, and omni-directional mobility to perform precision drilling, defastening, automated sanding, non-destructive inspection, and aircraft washing. The company sells directly to aircraft OEMs, MRO facilities, and the U.S. Air Force with custom integration, onsite commissioning, and ongoing support services.
Is Wilder Systems a public or private company?
Wilder Systems is a private company. It is classified as venture growth investor backed and is currently operating.
When was Wilder Systems founded?
Wilder Systems was founded in 2015. It employs 11 to 50 people.
Where is Wilder Systems based?
Wilder Systems is headquartered in Austin, United States, in the North America region.
How does Wilder Systems make money?
Three revenue lines are on record. Robotic Systems and Hardware is the primary driver. The others are integration and Commissioning Services and maintenance and Support.
Who are Wilder Systems's main competitors?
Broad incumbents on record are Comau, ABB Robotics, KUKA Robotics, Yaskawa Motoman and Fanuc America. Emerging players are Boston Dynamics and Massive Dimension. Direct peers are Sarcos Technology and Robotics, Electroimpact and Aerobotix.
Does Wilder Systems have an API?
No public API is recorded for Wilder Systems.
What industry is Wilder Systems in?
Wilder Systems's product category is Aerospace Robotics & Automation. Its primary akta.pro industry code is HDAAAIAA, Industrial & Warehouse Robotics, with a secondary code of IMAHAHAA, Industrial Robots (Articulated, SCARA, Delta, Cartesian). Its NAICS code is 3339 and its SIC code is 3559.