Level 1 — Absolute Beginner

A company called Sunday Robotics made a new robot. Its name is Memo. Memo has wheels. It also has two arms with simple clamp hands, like Lego hands.

Memo can do chores. A chore is a small job in the house, like washing dishes. Memo learned chores in a new way. People wore special gloves. The gloves are called Skill Capture Gloves. Each glove costs about 200 dollars.

People wore the gloves and did real chores. The gloves recorded how the hands moved. Then Memo watched and copied the same movements. This is called imitation. Sunday Robotics sent out more than 2,000 gloves. They got data from about 500 homes.

Memo can put dishes in a dishwasher. It can also make espresso coffee. This fall, Memo will move into real homes for the first time. The company hopes families will have Memo by Thanksgiving.

robot

A machine that can move and do jobs by itself.

chore

A small job you do at home, like cleaning.

glove

Something you wear on your hand.

copy

To do the same thing someone else did.

dishwasher

A machine that washes plates and cups.

startup

A new, small company.

wheel

A round part that helps something move.

home

The place where a person lives.

Level 2 — Elementary

Sunday Robotics, a robotics startup founded in 2023, has built a wheeled home robot named Memo. Instead of walking on legs, Memo rolls around on wheels, and it uses simple, block-shaped clamp hands to pick things up and hold them.

Most robot companies teach their machines by programming robot arms directly. Sunday Robotics chose a different path. The company created Skill Capture Gloves, wearable devices that cost around 200 dollars each. People called Memory Developers wear the gloves and perform everyday chores, and the gloves record detailed information about how their hands move and how much force they use. Memo then studies this data and learns to imitate the same motions. So far, Sunday Robotics has shipped over 2,000 gloves and gathered data from roughly 500 homes.

In demonstrations, Memo has shown it can move dirty dishes from a table into a dishwasher, a task with 33 separate careful steps, including scraping off food, arranging the rack, and handling delicate wine glasses without breaking them. Memo has also made espresso coffee from start to finish, filling the portafilter, pressing down the coffee grounds, starting the machine, and serving a cup with a proper layer of crema on top.

In March 2026, the company raised 165 million dollars in a funding round, led by the investment firm Coatue, reaching a valuation of 1.15 billion dollars. With that money, Sunday Robotics is shifting from making impressive videos to placing real robots in real houses. The company plans to begin a beta rollout this fall, with a goal of shipping Memo to some households by Thanksgiving 2026.

startup

A young company that is just getting started, often with a new idea.

chore

A routine task done around the house, such as washing dishes.

imitate

To copy someone else's actions or movements.

prototype

An early working version of a product, made to test ideas.

dexterous

Skillful with your hands, able to do careful, precise movements.

funding round

A time when a company collects money from investors in exchange for a share of the business.

valuation

How much a company is judged to be worth in total.

deploy

To put something into real, active use, rather than just testing it.

Level 3 — Intermediate

Home robots have long been demonstrated mostly in polished videos, and Memo, the wheeled, semi-humanoid robot built by Sunday Robotics, is now attempting to close the gap between demo and daily life. Rather than walking on legs, Memo rolls on wheels and manipulates objects with simple, block-like clamp hands, a deliberately basic design that trades some dexterity for reliability.

What sets Sunday Robotics apart is not the robot itself but how it was taught. Conventional approaches often rely on programming robotic arms directly or training them in simulation. Sunday instead built Skill Capture Gloves, wearable devices priced around 200 dollars each, and recruited people it calls Memory Developers to wear them while performing ordinary household chores. The gloves capture high fidelity motion and force data as these people go about their normal routines, and Memo learns by imitating the recorded human movements rather than following hand coded instructions. The company reports it has shipped more than 2,000 gloves and gathered data from roughly 500 homes, a dataset built from lived experience rather than a lab.

The approach has already produced dexterous results. In one demonstration, Memo carried out a full Table to Dishwasher routine composed of 33 distinct actions, including scraping food waste, organizing rack space efficiently, and handling fragile wine glasses without breaking them. In another, it prepared an espresso from start to finish, filling the portafilter, tamping the grounds evenly, starting the brew cycle, and delivering the finished drink topped with a proper layer of crema.

The company's ambitions gained financial backing in March 2026, when it closed an oversubscribed Series B funding round of 165 million dollars at a valuation of 1.15 billion dollars, led by Coatue and joined by Bain Capital Ventures, Fidelity, Tiger Global, Benchmark, and other investors. With that capital in hand, Sunday Robotics says it is redirecting its energy away from demo reels and toward genuine deployment, planning a beta rollout of Memo into real homes starting this fall, with an aim of getting units into beta households by Thanksgiving 2026, as it competes with general purpose home robot efforts such as Tesla's Optimus and Figure AI.

semi-humanoid

Partly resembling a human in shape, but not fully human-like in form.

dexterous

Showing skill and precision in physical movement, especially with the hands.

imitate

To reproduce another's actions as a method of learning.

high fidelity

Very accurate and detailed, capturing fine differences.

funding round

A structured process in which a company raises capital from investors, often in named stages such as Series A or B.

valuation

An estimate of a company's total worth, usually based on a funding deal.

Level 4 — Advanced

For years, the home robotics field has been characterized by a persistent gulf between the choreographed elegance of promotional footage and the messy unpredictability of an actual kitchen. Sunday Robotics, a startup founded in 2023, is now testing whether that gulf can be narrowed, moving its wheeled, semi-humanoid robot Memo out of controlled demonstrations and into occupied households. Memo itself is intentionally unglamorous in design, forgoing legs for wheels and relying on simple, block-like clamp hands rather than articulated fingers, a choice that favors mechanical robustness over anthropomorphic fidelity.

The company's more consequential wager lies in its training methodology. Where many competitors pursue imitation learning through teleoperated robotic arms or simulation environments, Sunday Robotics built Skill Capture Gloves, wearable instruments priced at roughly 200 dollars apiece, and enlisted a network of contributors it terms Memory Developers to wear them while performing unscripted, everyday household chores. The gloves log high fidelity motion and force data as these tasks unfold naturally, and Memo's policy is trained to imitate the resulting human demonstrations rather than to optimize against a hand engineered reward function. The company states it has shipped over 2,000 gloves and amassed data from approximately 500 homes, an approach that trades laboratory precision for the sheer variety of real domestic environments.

The resulting dexterity has been showcased in two demanding routines. A Table to Dishwasher sequence comprises 33 discrete, fine-grained actions, among them scraping residual food waste, organizing limited rack space, and manipulating fragile stemware without fracture, tasks that punish imprecision. A second demonstration walks Memo through the full arc of espresso preparation: filling the portafilter, tamping the grounds to consistent density, initiating the brew, and delivering a finished cup crowned with a properly formed layer of crema, a sequence in which even minor timing errors are visually and gustatorily obvious.

Capital followed capability. In March 2026, Sunday Robotics closed an oversubscribed Series B round of 165 million dollars at a valuation of 1.15 billion dollars, led by Coatue, with Bain Capital Ventures, Fidelity, Tiger Global, and Benchmark among the participants. That infusion has reoriented the company's priorities from producing persuasive demo videos toward genuine field deployment, with a beta rollout of Memo into real homes slated to begin this fall and a stated goal of reaching beta households by Thanksgiving 2026, positioning Sunday Robotics as a direct challenger to other general purpose home robot programs, including Tesla's Optimus and Figure AI, in a race where the harder problem may not be building the hardware but proving it can survive an ordinary household.

anthropomorphic

Having human-like form or characteristics.

teleoperated

Controlled remotely by a human operator rather than acting autonomously.