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Physical AI / Company profile

Dexterity

What Dexterity does

Dexterity (Dexterity, Inc.) builds “Physical AI” systems for industrial logistics and warehousing—aimed at autonomous robot operation in unstructured, real-world environments. The company’s core approach is to provide a reusable enterprise Physical AI platform that can connect perception, planning, and robot control so that industrial robots can perform complex, variable tasks (for example, trailer loading) with production-grade safety and reliability. Dexterity positions its technology as the “foundational platform for enterprise Physical AI,” combining a world model (Foresight), skill/agent orchestration, and production robot systems under a single enterprise software-and-robot deployment model. https://dexterity.ai/physical-ai https://dexterity.ai/mech https://dexterity.ai/about

Product-wise, Dexterity’s Mech is described as an industrial superhumanoid robot used for logistics/manufacturing workflows, and it is marketed as running Dexterity’s Physical AI via a fleet of autonomous skill agents orchestrated by the platform in real time. https://dexterity.ai/mech The company’s “Foresight” is described (in its engineering posts) as a world model powering the perception-to-action loop, and it has been discussed in the context of using modern acceleration (e.g., TensorRT / GPU-native pipelines). https://dexterity.ai/blog/foresight and https://dexterity.ai/blog/nvidia-acceleration

Commercially, Dexterity’s deployments highlighted on its site and in customer-facing case studies focus on enterprise-scale operations where physical tasks are repetitive but highly variable—especially high-volume parcel logistics trailer loading. Recent published collaboration updates include scaling efforts with FedEx at the FedEx Hagerstown Hub (announced July 30, 2026). https://dexterity.ai/blog/fedex-hagerstown-physical-ai-deployment Dexterity also describes Japan expansion through a joint venture with Sumitomo Corporation and operational validation in Sagawa Express’s Tokyo area relay center. https://dexterity.ai/blog/mech-sagawa-express-x-relay

As of September 10, 2026, Dexterity’s strategy appears centered on (1) sustaining production deployments at large logistics operators, (2) expanding platform capabilities and performance (world model, edge deployment, and “touch/force” style capabilities in production), and (3) scaling manufacturing/partners and systems engineering to reduce the gap between robotics demos and operational deployment requirements. https://dexterity.ai/about https://dexterity.ai/blog/seeing-the-whole-system https://dexterity.ai/blog/instinct

News

Company record

Jul 30, 2026 · Official · DexterityFedEx and Dexterity Expand Physical AI Deployment for Autonomous Trailer Loading at Hagerstown Hub

FedEx and Dexterity announced an expanded collaboration to scale Dexterity’s Foresight world model and Mech trailer loading systems at the FedEx Hagerstown Hub in Maryland, described as expanding beyond a prior pilot site with continued emphasis on safety and operational performance.

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Apr 14, 2026 · Official · DexterityIntroducing Instinct (touch and force control in production)

Dexterity published an engineering post describing “Instinct,” positioning it as the only Physical AI deployment with sense of touch and force control in production and presenting it as enabling a tactile skill without retraining for new tasks.

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Mar 20, 2026 · Official · DexterityInside Foresight: From Packing Evaluation to Real-Time Coordination

Dexterity published an engineering post describing how it evaluates and coordinates packing intelligence for real-time coordination across two robot arms in production.

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Mar 16, 2026 · Official · DexterityDexterity Supercharges Foresight by 17x with NVIDIA

Dexterity published an engineering post describing performance acceleration for Foresight using TensorRT-optimized inference, custom CUDA kernels, and GPU-native pipelines in its perception-to-action loop.

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Nov 19, 2025 · Official · DexterityDexterity Collaborates with Beckhoff USA on Advanced Automation, Networking, and Safety for State-of-the-Art Mech Robots

Dexterity announced a supplier agreement with Beckhoff USA for the design and development of Mech superhumanoid robots, positioning the collaboration around advanced automation, networking, and safety.

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Nov 13, 2025 · Official · DexterityDexterity and ASRock Rack Partner to Deliver Physical AI Supercomputers for Superhumanoid Edge Intelligence

Dexterity announced a partnership with ASRock Rack to deliver edge AI supercomputing capabilities embedded in the Mech platform, describing on-edge processing as a way to avoid latency issues and support real-time Physical AI.

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Oct 22, 2025 · Official · DexterityMech Begins Truck Loading Operational Validation with Sagawa Express

Dexterity reported that Sagawa Express officially approved onsite operational validation of Dexterity’s Mech at its X Frontier relay center in Tokyo, marking the beginning of onsite use starting May 2025 and describing planned plans to scale across additional relay centers.

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Oct 22, 2025 · Official · DexterityDexterity and Sanmina Deepen Partnership to Scale Mech Superhumanoids

Dexterity published an update describing a partnership with Sanmina to expand Mech manufacturing capacity and scale commercialization of its Physical AI and robotics technology.

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Show 2 earlier updates
Source map · 2 recurring channels · 52 references
DexterityOfficial Site · monitor↗MTS Frontier / Control RoomCurated Feed · monitor↗Official company sourceOfficial Reference · reference↗sec.govRegulatory · reference↗app.dealroom.coReporting · reference↗assets-global.website-files.comReporting · reference↗automatedwarehouseonline.comReporting · reference↗axios.comReporting · reference↗beckhoff.comReporting · reference↗caplight.comReporting · reference↗cbinsights.comReporting · reference↗cdn.alphax.incReporting · reference↗cgsc.contentdm.oclc.orgReporting · reference↗coatue.comReporting · reference↗crunchbase.comReporting · reference↗dadavidson.comReporting · reference↗dakota.comReporting · reference↗datocms-assets.comReporting · reference↗docs.preqin.comReporting · reference↗en.wikipedia.orgReporting · reference↗endeavor.orgReporting · reference↗forgeglobal.comReporting · reference↗fortune.comReporting · reference↗gaebler.comReporting · reference↗globalventuring.comReporting · reference↗gunder.comReporting · reference↗harborviewadvisors.comReporting · reference↗innovation-internal-content.gruppoa2a.itReporting · reference↗ir.richtechrobotics.comReporting · reference↗linkedin.comReporting · reference↗marketscreener.comReporting · reference↗massrobotics.orgReporting · reference↗mdpi.comReporting · reference↗microsoft.comReporting · reference↗mobile-robots.comReporting · reference↗navalsafetycommand.navy.milReporting · reference↗owler.comReporting · reference↗paloaltocapital.substack.comReporting · reference↗privatemarketview.comReporting · reference↗reddit.comReporting · reference↗robotics.pressReporting · reference↗roboticstomorrow.comReporting · reference↗rothschildandco.comReporting · reference↗siliconvalleyinvestclub.comReporting · reference↗startup.genisisiq.comReporting · reference↗startupintros.comReporting · reference↗sunday.aiReporting · reference↗techcrunch.comReporting · reference↗trueup.ioReporting · reference↗vcnewsdaily.comReporting · reference↗vision-connected.comReporting · reference↗vtechworks.lib.vt.eduReporting · reference↗websets.exa.aiReporting · reference↗xipometer.comReporting · reference↗

Still resolving: Newsroom · Official X

Funding

Latest disclosed valuation$1.7B
Tracked capital$612.4M7 sourced rounds
DateRoundRaisedValuationLead / investorsEvidence
Aug 14, 2026Private placement (Form D amendment; series/round label not specified in filing text)$120M—
Not attributed
Mar 11, 2025Series C$95M$1.7B
Oct 26, 2021Series B$140M$1.3B
Jul 21, 2020Series A$56.2M—
UndatedSeries C - II$5M—

What it builds

Mech (industrial superhumanoid robot)

Mech is Dexterity’s industrial superhumanoid robot used for enterprise logistics and industrial workflows, marketed as running Dexterity’s Physical AI with real-time orchestration of a fleet of autonomous skill agents.

source ↗
Physical AI platform (Foresight + skill-agent orchestration)

Dexterity’s Physical AI is described as a fleet-orchestrated, enterprise platform for enabling robots to perceive, reason, and act in unstructured physical environments, including a world model (Foresight) powering the perception-to-action loop.

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Foresight (world model)

Foresight is Dexterity’s world model for Physical AI, described as powering safe and fast perception-to-action reasoning in production contexts.

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Instinct (touch/force capability in production)

Instinct is presented by Dexterity as the company’s deployed Physical AI capability that includes sense-of-touch and force control in production, positioned as enabling a tactile skill without retraining.

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Key metrics

Milestones & partnerships

Jul 30, 2026
Scaled FedEx Hagerstown Hub trailer-loading deployment

Dexterity and FedEx announced an expanded deployment to scale Mech trailer loading and Foresight world-model capability at the FedEx Hagerstown Hub, beyond a prior pilot site.

FedEx
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Nov 19, 2025
Beckhoff supplier agreement for Mech safety/automation

Dexterity and Beckhoff USA entered into a key supplier agreement for design and development of Mech superhumanoid robots focused on advanced automation, networking, and safety.

Beckhoff USA
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Nov 13, 2025
ASRock Rack edge supercomputing partnership

Dexterity partnered with ASRock Rack to deliver edge AI supercomputing capabilities for Mech and real-time Physical AI processing at the edge.

ASRock Rack
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Oct 22, 2025
Onsite operational validation approved at Sagawa X Frontier relay center

Sagawa Express approved onsite operational validation of Mech in its Tokyo X Frontier relay center, enabling onsite use beginning May 2025 and describing plans to scale across relay centers.

Sagawa Express · Sumitomo Corporation
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Jan 01, 2024
Japan expansion via Sagawa Express and Sumitomo partnership

Dexterity’s about page describes operations expanding to Japan through a strategic partnership with Sagawa Express and Sumitomo Corporation.

Sagawa Express · Sumitomo Corporation
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Jan 01, 2022
First enterprise deployment (Fortune 500 autonomous truck loading)

Dexterity’s about page describes Mech’s first Fortune 500 customer facility deployment for autonomous truck loading and moving Physical AI into continuous production.

Fortune 500 customer (not named in source)
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Jan 01, 2021
First fully autonomous robotic pick

Dexterity’s about page describes completion of its first fully autonomous robotic pick—perceiving, reasoning, and acting without human intervention.

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Jan 01, 2017
Company founded by Samir Menon

Dexterity’s about page describes Samir Menon founding the company in Redwood City in 2017 and assembling a team of Stanford roboticists.

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