{"slug": "limitless-labs-raises-20m-to-expand-physical-ai", "title": "Limitless Labs Raises $20M to Expand Physical AI", "summary": "Limitless Labs raised $20 million in Series A funding co-led by Dell Technologies Capital and Square Peg to expand its physical AI platform for CNC programming. The company claims its agentic platform reduces programming time by up to 50% and has moved from pilots to production deployments with Sandvik and Iscar. The funding will help address skilled labor shortages in manufacturing, where 409,000 positions are unfilled.", "body_md": "# Limitless Labs Raises $20M to Expand Physical AI\n\nAccording to a PR Newswire release, Limitless Labs (formerly LimitlessCNC) announced a **$20 million Series A** round co-led by **Dell Technologies Capital** and **Square Peg**, with participation from **Grove Ventures**, **Meron Capital**, and **Kinetica**. The PR Newswire release states the startup has moved from pilots to production deployments with **Sandvik** and **Iscar** and claims the platform can reduce CNC programming time by up to **50%**. The release also describes the platform as ITAR-compliant and deployable on **AWS GovCloud**. SiliconANGLE reports the company previously raised a **$4.1 million** seed in March 2025 and quotes co-founder and CEO **David Priev** on capturing and scaling machinists' expertise. Industry outlets including CTech and Ynet also covered the raise and customer deployments.\n\n### What happened\n\nAccording to a PR Newswire release, **Limitless Labs** (formerly LimitlessCNC) announced a **$20 million Series A** financing round co-led by **Dell Technologies Capital** and **Square Peg**, with participation from **Grove Ventures**, **Meron Capital**, and **Kinetica**. The PR Newswire release reports the company has progressed from pilots to full production deployments with **Sandvik** and **Iscar** and other customers across aerospace, defense, motorsports, and industrial machinery, and claims reductions in CNC programming time of up to **50%**. The same release describes the platform as **ITAR-compliant** and deployable on **AWS GovCloud**. SiliconANGLE reports Limitless Labs previously raised a **$4.1 million** seed round in March 2025 led by Grove Ventures and quotes co-founder and CEO **David Priev**: \"The manufacturing world doesn't just need more automation, it needs a better way to capture and scale the expertise that still lives inside the heads of a relatively small number of experienced machinists.\"\n\n### Editorial analysis - technical context\n\nSiliconANGLE frames Limitless Labs' product as an \"agentic physical AI\" platform that operates inside established CAD/CAM workflows; the outlet reports the company says its agents are trained on the physics of metal cutting, CAD geometry, and machine operational constraints. Industry-pattern observations: domain-specific agentic systems typically combine structured engineering data, physics-informed models, and constrained action spaces to avoid unsafe toolpaths or damaging machine cycles. For practitioners, that pattern implies investments in accurate simulation, tooling-specific constraint enforcement, and traceable verification will be essential when integrating agents into production CNC toolchains.\n\n### Industry context\n\nPer the PR Newswire release, the company cites workforce and skills statistics: nearly a quarter of the US manufacturing workforce is **55 or older**, **97%** of manufacturers list knowledge retention as a top concern, with **409,000** positions currently unfilled and a projected shortfall reaching **1.9 million by 2033**. Industry observers: markets facing skilled-labor shortages often accelerate adoption of automation and knowledge-capture technologies; vendors that can demonstrate repeatable quality improvements and compliance with regulated environments tend to gain earlier traction in aerospace and defense supply chains.\n\n### What to watch\n\nIndustry observers will track three practical indicators: adoption beyond early pilots (notably additional OEMs or Tier-1 suppliers), independent validation of the claimed **50%** programming-time reduction (benchmarks across part families and machine types), and certifications or controls tied to regulated deployments (evidence of ITAR workflows or validated GovCloud instances). Also watch integrations with major CAD/CAM vendors and how the platform manages provenance and traceability of generated toolpaths-items that matter to quality engineers and auditors.\n\n### For practitioners\n\nCompanies building or evaluating physical-AI agents should plan to assess data lineage, simulation fidelity, and per-machine calibration workflows. Observed patterns in similar transitions show that tooling-specific constraints, deterministic verification steps, and human-in-the-loop signoff gates reduce operational risk when moving from pilot to shop-floor production.\n\n## Scoring Rationale\n\nThis is a notable Series A for a niche, industry-focused AI startup with production deployments in regulated sectors. It matters to practitioners building tooling and workflows for manufacturing but is not a frontier-model or platform-level shift.\n\nPractice with real Ad Tech data\n\n90 SQL & Python problems · 15 industry datasets\n\n[Active Search Campaigns by BudgetEasy](/problems/sql/active-search-campaigns-by-budget)\n\n[High CPC Clicks & Poor Landing PagesMedium](/problems/sql/high-cpc-clicks-poor-landing-page)\n\n[Campaign ROAS by Attribution ModelHard](/problems/sql/campaign-roas-by-attribution-model)\n\n250 free problems · No credit card\n\n[See all Ad Tech problems](/problems/datasets/adtech)", "url": "https://wpnews.pro/news/limitless-labs-raises-20m-to-expand-physical-ai", "canonical_source": "https://letsdatascience.com/news/limitless-labs-raises-20m-to-expand-physical-ai-957970d3", "published_at": "2026-06-24 21:49:05.513652+00:00", "updated_at": "2026-06-24 21:49:08.189529+00:00", "lang": "en", "topics": ["artificial-intelligence", "ai-startups", "ai-products", "ai-agents", "ai-infrastructure"], "entities": ["Limitless Labs", "Dell Technologies Capital", "Square Peg", "Grove Ventures", "Meron Capital", "Kinetica", "Sandvik", "Iscar"], "alternates": {"html": "https://wpnews.pro/news/limitless-labs-raises-20m-to-expand-physical-ai", "markdown": "https://wpnews.pro/news/limitless-labs-raises-20m-to-expand-physical-ai.md", "text": "https://wpnews.pro/news/limitless-labs-raises-20m-to-expand-physical-ai.txt", "jsonld": "https://wpnews.pro/news/limitless-labs-raises-20m-to-expand-physical-ai.jsonld"}}