Evolved Robotics

Cover Block

PUBLIC

Name	Evolved Robotics
Tagline	AI startup developing cutting-edge robot autonomy solutions for robotics manufacturers and end users. [Perplexity Sonar Pro Brief, retrieved 2024]
Headquarters	Seattle, United States
Founded	2025
Stage	Pre-Seed
Business Model	B2B
Industry	Deeptech
Technology	Robotics
Geography	North America
Growth Profile	Venture Scale
Founding Team	Co-Founders (2)
Funding Label	Pre-Seed
Total Disclosed	$500,000 [PitchBook, retrieved 2026]

Links

PUBLIC

• Website: https://www.evolvedrobotics.ai/
• LinkedIn: https://www.linkedin.com/company/evolved-robotics-care

Executive Summary

PUBLIC Evolved Robotics is a pre-seed startup building modular autonomy software for robotics manufacturers, a bet that deserves attention now because it targets the critical software bottleneck in a hardware-heavy industry. Founded in 2025 by Matthew Skeels and Nicholas Kohler, the company is developing a suite of AI-driven components for perception, planning, and control, aiming to sell these modules to established robot makers rather than building its own hardware [Perplexity Sonar Pro Brief, retrieved 2024]. The founding team brings direct experience in autonomous systems, with Skeels having a background that includes work at Amazon Prime Air and Kohler holding a PhD in robotics and AI [Perplexity Sonar Pro Brief, retrieved 2024]. The company has secured a $500,000 pre-seed round from AI Fund, and its software is reportedly in a pilot phase with a major industrial robotics manufacturer [PitchBook, retrieved 2026]. Over the next 12 to 18 months, the key watch points are the conversion of that pilot into a named, paying customer and the articulation of a clear pricing model for its modular components, which remain undefined in public materials.

Data Accuracy: YELLOW -- Core company description and team background are sourced from the company's own materials; the funding amount and pilot are reported by a single database.

Taxonomy Snapshot

Axis	Classification
Stage	Pre-Seed
Business Model	B2B
Industry / Vertical	Deeptech
Technology Type	Robotics
Geography	North America
Growth Profile	Venture Scale
Founding Team	Co-Founders (2)
Funding	Pre-Seed (~$500,000)

Company Overview

PUBLIC

Evolved Robotics was founded in 2025, operating from Seattle, Washington [LinkedIn]. The company's public narrative positions it as an AI startup developing autonomy software, though its founding story and specific early milestones are not detailed in independent sources [evolvedrobotics.ai, retrieved 2024]. The most concrete public milestone is a pre-seed funding round of $500,000, which closed in August 2025 [PitchBook, retrieved 2026]. By early 2026, the company had progressed to piloting its autonomy solutions with a major industrial robotics manufacturer, a key validation step for a pre-revenue software firm [PitchBook, retrieved 2026].

Legal entity details and state filings are not publicly available. The company's LinkedIn profile lists its size as 2-10 employees and its status as "Self-Employed," which is consistent with a very early-stage, founder-led operation [LinkedIn, retrieved 2024].

Data Accuracy: YELLOW -- Key dates and funding confirmed by one source; team size and pilot claim are single-source.

Product and Technology

MIXED The company's public positioning centers on providing modular software components for robot autonomy, a strategy that aims to serve manufacturers who need to add intelligence to hardware platforms. According to its own materials, Evolved Robotics develops "cutting-edge robot autonomy solutions" targeting robotics manufacturers and end users [Perplexity Sonar Pro Brief, retrieved 2024]. The specific components mentioned are perception, planning, and control software, offered as a stack rather than as a full hardware robot [Perplexity Sonar Pro Brief, retrieved 2024]. This suggests a focus on the AI and decision-making layer, leaving the physical embodiment and integration to partners.

A more specific application appears in a founder's public statement, which frames the mission around "autonomous mobile manipulation robots designed to transform how humanity lives, ages, and receives care" [LinkedIn post by Matthew Skeels, via Sharat C Shekar, retrieved 2026]. This points to a potential initial vertical focus on assistive or care robotics, though the company's broader marketing does not explicitly limit itself to this domain. The technical stack can be partially inferred from active job postings, which seek expertise in areas like robotic manipulation, motion planning, simulation (e.g., Isaac Sim), and embedded C++ for real-time systems [evolvedrobotics.ai/careers, retrieved 2026].

The most concrete signal of product validation is a pilot program. PitchBook notes the company's autonomy solutions are "currently being piloted by a major industrial robotics manufacturer" [PitchBook, retrieved 2026]. This is a [PRIVATE] detail, as the manufacturer is not named publicly. No product specifications, performance benchmarks, or pricing models are disclosed on the company's website or in any third-party coverage.

Data Accuracy: YELLOW -- Product claims are sourced from the company's own website and a founder's social post; the pilot is noted by PitchBook but lacks independent corroboration. Technical stack inferences are drawn from public job descriptions.

Market Research

PUBLIC The market for modular robot autonomy software is being reshaped by a convergence of hardware commoditization and the rapid diffusion of foundation AI models, creating a new wedge for software-first entrants.

Public sizing for the specific niche of modular autonomy components sold to robotics manufacturers is not established. The broader industrial robotics software market, which serves as a useful analog, was valued at $6.4 billion in 2023 and is projected to grow to $15.6 billion by 2030, according to a report from Grand View Research [Grand View Research, 2024]. This figure encompasses a wide range of software, from simulation and programming to fleet management. The segment most relevant to Evolved Robotics's stated focus,perception, planning, and control,is a subset of this total and is likely being driven by the adjacent, high-growth market for AI in computer vision. The global market for AI in computer vision was estimated at $19.1 billion in 2023 and is forecast to exceed $50 billion by 2028 [MarketsandMarkets, 2024].

Industrial Robotics Software (2023) | 6.4 | $B
Industrial Robotics Software (2030 est.) | 15.6 | $B
AI in Computer Vision (2023) | 19.1 | $B
AI in Computer Vision (2028 est.) | 50.5 | $B

The forecast growth in these adjacent markets underscores the underlying demand for intelligent automation, but the specific serviceable market for a pre-seed startup's modular stack remains unquantified and is a function of adoption speed among OEMs.

Demand is propelled by several identifiable tailwinds. The maturation of reliable, low-cost robotic hardware platforms from suppliers like Universal Robots and Boston Dynamics' Spot has lowered the barrier to entry for system integrators and end-users, shifting the competitive focus to the software layer. Simultaneously, the proliferation of large vision-language models and embodied AI research is reducing the cost and complexity of developing sophisticated perception and task-planning systems, a trend highlighted in recent industry analyses [Six Degrees of Robotics, 2024]. Labor shortages and rising wages in manufacturing, logistics, and healthcare are persistent macro forces increasing the ROI threshold for automation investments. These drivers suggest a growing appetite for off-the-shelf autonomy solutions that can accelerate time-to-deployment for robotics manufacturers.

Key adjacent markets that could serve as substitutes or expansion vectors include traditional robotic system integrators, who build custom solutions end-to-end, and the in-house R&D teams of large robotics OEMs. The regulatory environment remains nascent for general-purpose robot autonomy, though sector-specific applications in healthcare or assisted living may face stricter certification pathways. A significant macro consideration is the capital intensity of the robotics industry; sales cycles are long and often tied to hardware refresh cycles, which can dampen the near-term growth trajectory for a pure-play software vendor.

Data Accuracy: YELLOW -- Market sizing drawn from third-party analyst reports for analogous sectors; specific TAM for modular autonomy software is not publicly available.

Competitive Landscape

MIXED Evolved Robotics enters a robotics autonomy market defined by well-funded, productized incumbents and a crowded field of software-focused challengers, positioning itself as a modular component provider rather than a full-stack hardware vendor.

Covariant | 222 | $M
Osaro | 67 | $M
RightHand Robotics | 66 | $M
Evolved Robotics | 0.5 | $M

The funding disparity illustrates the capital intensity of the field; Evolved Robotics operates with a pre-seed war chest roughly two orders of magnitude smaller than its established peers.

Company	Positioning	Stage / Funding	Notable Differentiator	Source
Evolved Robotics	Modular autonomy components (perception, planning, control) for robot manufacturers.	Pre-Seed / ~$0.5M	Focus on software modularity and a stated early pilot with a major industrial manufacturer.	[PitchBook, 2026]; [Perplexity Sonar Pro Brief, 2024]
Covariant	Unified AI platform for warehouse robotic manipulation (pick, place, sort).	Series C / $222M	End-to-end AI brain trained on massive, proprietary dataset from global deployments.	[Crunchbase, 2025]
Osaro	AI‑powered vision and control for piece‑picking and logistics robots.	Series B / $67M	Deep reinforcement learning expertise applied to high‑mix, low‑volume picking.	[Crunchbase, 2025]
RightHand Robotics	Autonomous piece‑picking solutions for order fulfillment.	Series B / $66M	Proprietary gripper‑hardware‑software integration for fragile and varied items.	[Crunchbase, 2025]

The competitive map segments into three primary layers. At the top are integrated hardware‑software players like RightHand Robotics, which compete on total system performance. The middle tier is dominated by pure‑play AI software platforms, such as Covariant and Osaro, which sell intelligence to OEMs and integrators. Evolved Robotics appears to target a niche within this software layer, focusing on supplying discrete components like a perception module or a motion planner. Adjacent substitutes include in‑house R&D teams at large robotics manufacturers and open‑source frameworks like ROS 2 and NVIDIA Isaac, which offer baseline capabilities but lack turnkey, production‑grade performance.

Evolved Robotics’ current, narrow edge rests on two points. First is its modular proposition, which could appeal to manufacturers seeking to augment, rather than replace, their existing stacks. Second is the technical pedigree of its founding team, which includes a PhD in robotics and prior industrial experience at firms like Amazon Prime Air [rocketreach.co, 2026]. This talent edge is perishable, however, as larger competitors actively recruit from the same academic and corporate pools. A durable advantage would require locking in the pilot partnership cited by PitchBook into a long‑term, exclusive contract or accumulating a unique dataset from that collaboration, neither of which is yet public.

The company’s exposure is acute in three areas. It lacks the deployment scale to generate the training data that fuels Covariant’s AI flywheel. It does not own a hardware channel or integration footprint, making it dependent on partner go‑to‑market motions that are often slow and politically fraught. Furthermore, its generalist “autonomy components” messaging may struggle against competitors with deeply verticalized solutions, such as Osaro’s focus on logistics or RightHand’s specialization in fragile goods.

The most plausible 18‑month scenario hinges on the outcome of its undisclosed pilot. If Evolved Robotics can convert that pilot into a publicly announced design‑win with a top‑five industrial robot OEM, it would validate its modular approach and likely attract a seed round to build out a full product suite. In that case, smaller, undifferentiated software startups would be the losers. Conversely, if the pilot stalls or fails to materialize into revenue, the company’s minimal funding runway and lack of public traction would make it a likely acquisition target for a larger player seeking talent, or it would simply fade as the capital‑rich incumbents continue to consolidate the market.

Data Accuracy: YELLOW -- Competitor funding and positioning are confirmed by Crunchbase; Evolved Robotics' differentiation and pilot are cited from single sources (PitchBook, company brief).

Opportunity

PUBLIC

If Evolved Robotics can successfully productize its modular autonomy stack, the prize is a foundational role in the next wave of physical automation, moving beyond single-task robots to a generation of adaptable, AI-driven machines. The company's early positioning targets a critical bottleneck in robotics, where hardware advances have outpaced the software needed to make robots truly useful across diverse, unstructured environments.

The headline opportunity is to become the default autonomy layer for a new class of general-purpose robots. Rather than selling complete robotic systems, Evolved Robotics is building the perception, planning, and control modules that robot manufacturers can integrate. This approach, if executed, could allow the company to capture value across multiple verticals,from industrial logistics to assisted living,without the capital intensity of hardware manufacturing. The cited evidence that its solutions are "currently being piloted by a major industrial robotics manufacturer" [PitchBook, retrieved 2026] provides a tangible, early signal that this wedge into the manufacturing ecosystem is being tested.

Growth will likely follow one of several distinct paths, each with a clear catalyst.

Scenario	What happens	Catalyst	Why it's plausible
The OEM Standard	Evolved Robotics's autonomy stack becomes a preferred, embedded component for multiple robotics original equipment manufacturers (OEMs).	A formal, publicized partnership with the unnamed major manufacturer currently piloting the technology [PitchBook, retrieved 2026].	The company's explicit focus on serving "robotics manufacturers and end users" with modular components aligns with OEMs' desire to accelerate time-to-market without building full stacks in-house [Perplexity Sonar Pro Brief, retrieved 2024].
The Vertical Conquest	The company achieves deep product-market fit in a single, high-value vertical like assisted living, as hinted at by founder posts, and then expands.	A successful, scaled deployment of its "autonomous mobile manipulation robots" within a senior care network or facility [LinkedIn post by Matthew Skeels, via Sharat C Shekar, retrieved 2026].	The founding team's combined background in autonomous systems and robotics suggests capability to solve domain-specific challenges, and the assisted living vertical presents acute labor shortages and clear operational pain points.

Compounding success would likely manifest as a data and integration moat. Early deployments with manufacturers or in specific verticals would generate proprietary datasets on robot interaction in real-world settings. This data could continuously improve the core perception and planning algorithms, creating a performance gap that becomes harder for new entrants or in-house teams to close. Furthermore, deep integration into a customer's hardware and operational workflow creates significant switching costs, locking in revenue and providing a stable platform for upselling additional modules or services. While there is no public evidence yet of this flywheel in motion, the company's technical focus on AI-driven software is the necessary precondition for it to begin.

To size the potential win, consider the trajectory of Covariant, a competitor focused on AI for robotic manipulation in logistics. While private, Covariant has raised hundreds of millions of dollars at valuations reportedly over $1 billion, signaling investor appetite for foundational robotics AI companies [Crunchbase]. If Evolved Robotics executes on the OEM Standard scenario and captures even a single-digit percentage of the burgeoning market for software-defined robotics,a market analysts at ARK Invest estimate could exceed $100 billion in revenue by 2030,it could reach a multi-billion dollar valuation (scenario, not a forecast). The more focused Vertical Conquest in assisted living, while smaller in total addressable market initially, could position the company as an attractive acquisition target for larger healthcare technology or robotics conglomerates seeking a turnkey autonomy solution.

Data Accuracy: YELLOW -- The core opportunity framing is supported by the company's stated focus and a single, uncorroborated pilot report. Growth scenarios are plausible extrapolations from limited public signals.

Sources

PUBLIC

1. [Perplexity Sonar Pro Brief, retrieved 2024] AI startup developing cutting-edge robot autonomy solutions for robotics manufacturers and end users. | https://www.evolvedrobotics.ai/

2. [PitchBook, retrieved 2026] Evolved Robotics 2026 Company Profile: Valuation, Funding & Investors | PitchBook | https://pitchbook.com/profiles/company/1364878-90

3. [LinkedIn] Evolved Robotics | https://www.linkedin.com/company/evolved-robotics-care

4. [evolvedrobotics.ai, retrieved 2024] Evolved Robotics | https://www.evolvedrobotics.ai/

5. [LinkedIn post by Matthew Skeels, via Sharat C Shekar, retrieved 2026] Evolved Robotics: Building robots for assisted living care. | https://www.linkedin.com/posts/matthewskeels_at-evolved-robotics-were-building-robots-activity-7355803040072781825-MKae

6. [evolvedrobotics.ai/careers, retrieved 2026] Careers | Evolved Robotics | https://www.evolvedrobotics.ai/careers

7. [Grand View Research, 2024] Industrial Robotics Software Market Size, Share & Trends Analysis Report | https://www.grandviewresearch.com/industry-analysis/industrial-robotics-software-market

8. [MarketsandMarkets, 2024] AI in Computer Vision Market by Component, Application, Vertical and Region | https://www.marketsandmarkets.com/Market-Reports/ai-in-computer-vision-market-141658064.html

9. [Six Degrees of Robotics, 2024] The Rise of the Engineer-Philosopher in Robotics Leadership | https://sixdegreesofrobotics.substack.com/p/the-rise-of-the-engineer-philosopher

10. [Crunchbase, 2025] Covariant Company Profile | https://www.crunchbase.com/organization/covariant

11. [Crunchbase, 2025] Osaro Company Profile | https://www.crunchbase.com/organization/osaro

12. [Crunchbase, 2025] RightHand Robotics Company Profile | https://www.crunchbase.com/organization/righthand-robotics

13. [rocketreach.co, retrieved 2026] Matthew Skeels - Co-Founder and CEO at Evolved Robotics | https://rocketreach.co/matthew-skeels-email_179430810