ANSIOLABS / Insights

Insights & Research

What we know about how Physical AI gets to market: market intelligence, GTM playbooks, field notes and business case analysis

We cover the robots that sell to businesses and developers, and the models and parts underneath them. Filter by robot type

MARKET INTELLIGENCE

Physical AI market insights

Industry structure, market opportunities, business models, competition and the supply chain

Cross-sector

Defense took 42 cents of every dollar in robotics' biggest rounds

Forty verified robotics rounds of $50M or more raised $24.6B between September 2025 and September 2026, eight defense companies took $10.4B of it, and the funded companies are hiring partnership leads ahead of marketers

PublishedBy SkylarNov 202623 public sources, linked
Foundation & world modelsCross-sector

Robot brains now ship as APIs, but the drop from 95% in the lab to 60% on the floor is still nobody's job

The model layer is consolidating fast, while data, evaluation, fleet operations and safety, the work that makes a robot pay back on a real shift, remain largely unclaimed

PublishedBy SkylarNov 202623 public sources, linked
HumanoidsComponents & supply chain

Encoders, bearings and a 90-minute battery: what decides humanoid uptime

The sensing stack decides whether a learned policy holds up on a real floor, and the battery decides how many hours it gets to try, which makes both part of the sales conversation.

PublishedBy SkylarSep 20267 public sources, linked
HumanoidsComponents & supply chain

Electric won the humanoid joint, and the magnet became the risk

Boston Dynamics' move to an all-electric Atlas settled the actuation question for most humanoids, which moved supply risk upstream to rare-earth magnets that China dominates and controls by licence.

PublishedBy SkylarSep 202614 public sources, linked
Humanoids

US buyers wait for a robot that finishes the job, while Beijing places the first orders

American labor costs already justify robots, but buyers hold out for machines that work without a human fallback; in China, cheaper labor weakens the payback case, so state buyers, televised showcases and policy targets create the early demand.

PublishedBy SkylarSep 202617 public sources, linked
Industrial arms & cobotsComponents & supply chain

US integrators keep the deployment margin as China's robot makers look abroad for theirs

On both sides of the Pacific the robot maker is not automatically the one that keeps the margin; in the US it tends to go to whoever owns the site and the integration, while Chinese makers are chasing price and volume overseas.

PublishedBy SkylarSep 202617 public sources, linked
Components & supply chain

Schaeffler builds humanoid joints in Taicang as the parts map shifts east

By Morgan Stanley's count most of the humanoid supply base already sits in China, and the Japanese and German precision-part makers are now moving their humanoid work closer to Chinese buyers instead of waiting for orders to reach them.

PublishedBy SkylarSep 202612 public sources, linked
HumanoidsComponents & supply chain

Agility's $125,000 robot and the gears that set the price

Actuators, and the reducers and screws inside them, are most of what a humanoid costs to build, so the joint supply chain now decides list price, contract structure and margin.

PublishedBy SkylarSep 202611 public sources, linked
Cross-sectorWarehouse & logisticsCleaning & service

Robots get paid first in warehouses and operating rooms, while farms and homes wait

Robots scale first where the environment is controlled, the task is narrow and the buyer can do the math, which is why warehouses, operating rooms and factory lines carry the revenue while farms and homes lag

PublishedBy SkylarNov 202623 public sources, linked

The Physical AI GTM landscape: who buys, who builds, who deploys

The buyer, builder and operator map behind every deal

In researchBy Skylar
GTM PLAYBOOKS

Go-to-market strategy

How Physical AI companies enter markets, launch products, build channels, grow developers and sign partners

Foundation & world models

How world model companies won U.S. robotics teams in 18 months

From Genie 3 to Praxis-1, the world model launches that reached robotics buyers followed one script: a gated preview, named robot partners on day one, open weights for builders, and evidence a robotics engineer can check.

PublishedBy SkylarNov 202621 public sources, linked
Cleaning & service

Chinese cleaning robots in the U.S. now sell from a catalog frozen on July 28

The FCC's rule on foreign-made robots lets authorized models keep selling, but every new model now runs through a Pentagon review tied to U.S. manufacturing, and the first seven robotics exemptions went elsewhere

PublishedBy SkylarNov 202628 public sources, linked
Warehouse & logisticsCross-sector

$15 an hour and nothing during downtime: how robotics vendors actually get paid

Every robotics price answers two questions, whose balance sheet holds the robot and what unit the customer pays for, and the contracts that close are the ones that put each risk with the party able to carry it

PublishedBy SkylarNov 202618 public sources, linked

Why developer communities are becoming a distribution channel for robotics

From hackathons to app stores: community as a sales channel

In researchBy Skylar

From robotics pilots to commercial deployment: what changes in GTM

The sales funnel after the first pilot is signed

In researchBy Skylar

Building a strategic partnership ecosystem for Physical AI startups

Which partners to sign first, and what each one is for

In researchBy Skylar
BUSINESS CASE ANALYSIS

Company and GTM breakdowns

How specific companies price, launch, build channels, partner and commercialize. These companies are not our clients

HumanoidsQuadrupedsConsumer & developer

Unitree's U.S. business runs through a New York dealer that sells community, courses and compliance

Unitree shipped more than 5,500 humanoids in 2025, but in the U.S. the trust layer of community, training, repair and security review is built and owned by its distributor RoboStore.

PublishedBy SkylarNov 20268 public sources, linked
HumanoidsConsumer & developer

1X NEO's WSJ exclusive filled a $200 deposit list, and showed the world a teleoperated robot

1X used a tier-1 media exclusive to turn a $20,000 home humanoid into a viral launch and a deposit list, but the same coverage made teleoperation the story and left the company defending autonomy for a year.

PublishedBy SkylarNov 202611 public sources, linked
Consumer & developer

Reachy Mini sold $1 million in five days by shipping developers a robot with nothing to do

Hugging Face and Pollen Robotics priced a desktop robot like a gadget, let the community write its software, and reached about 10,000 units in ten months without a sales team or a chore to sell.

PublishedBy SkylarNov 202610 public sources, linked
Humanoids

Figure built a $39 billion humanoid company on one BMW body shop

Figure used one named plant, a famous cap table and an in-house model and factory to build demand before it had a price list, and its second customer shows the next test is commercial terms.

PublishedBy SkylarSep 202614 public sources, linked
HumanoidsWarehouse & logistics

Agility Robotics goes public with $1.8 million in revenue and $300 million in Digit orders

Agility picked one warehouse workflow, sold it as a monthly service through a logistics operator, and its SEC filing now shows both how far that motion has gone and how much of it is still ahead.

PublishedBy SkylarSep 202610 public sources, linked
Foundation & world models

NVIDIA sells no robots, and 110 robot makers build on its stack

NVIDIA has turned free models, a $3,499 developer kit and a crowded keynote stage into the default starting point for robot companies, while robotics remains a rounding error in its revenue.

PublishedBy SkylarSep 20268 public sources, linked
HumanoidsQuadrupedsWarehouse & logistics

From viral videos to 25,000 Atlas units: how Boston Dynamics turned fame into factory deployments

Boston Dynamics turned the most famous brand in robotics into three products by standardizing Spot for a channel, tying Stretch to one workflow and making its parent Hyundai the first big Atlas customer.

PublishedBy SkylarSep 202616 public sources, linked

How Universal Robots built the cobot channel

Integrators, distributors and a certified ecosystem

In researchBy Skylar
Editorial standards

How we publish

Named author and date

Every piece shows who wrote it, when it was published and when it was last updated

Three kinds of sources

Public filings and reporting, our own database of companies and funding rounds, and interviews and panels with founders, operators and investors. Every fact is tied to one of them. If we cannot source it, we do not publish it

Facts apart from analysis

Facts and our read are tagged separately, so you can disagree with us on the right thing

Client work only with permission

Companies we analyze are not our clients. Client work is published only after the client agrees

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