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Robot Autonomy Classified
Classification frameworkv1.45 states

Human Readiness: where a robot stands between shipping product and press release.

A robot can be technically impressive and still wrong for a household today. Human Readiness names where each robot sits on the path from credible consumer option to unshipped promise, so a buying decision has a category before it has a price.

Revisionv1.4
February 4, 2026
128 robots assessed
The five statesFive categories, read independently. The bar at each row shows how many of the 128 classified robots sit in that state today.Contents
States
5 categories
Not a scale; states differ in kind
Revision
v1.4
Published Feb 4, 2026
Applied to
128 robots
Reassessed quarterly
Anchored in
Household outcomes
What happens after the box is opened
What readiness measures

Not a grade. A category.

Human Readiness describes the relationship between a robot and a household that is considering it today. Two robots can be equally capable and land in different states, because one is shipping with a reliable after-sales path and the other is shipping with a two-year wait. A robot’s state is a read of the moment, not a judgement of the engineering behind it.

Each state is defined by what an owner actually encounters in the first ninety days: delivery timeline, feature availability at launch versus later, the gap between demo reels and owner footage, and whether the near-term competitive field is about to reshape the choice. A robot’s state can move in either direction as any of those shift.

The five states

One robot, five possible reads.

Each state is a distinct relationship between the product and the household. Read them as categories, not positions on a scale.

Ready Now

Applied to93 robots

The robot is already doing the job in real households.

Shipping, widely owned, backed by service infrastructure, and confirmed across independent owner reports. No prerequisite skill required.

When it applies
Shipping for at least six months with consistent stock, documented warranty paths, and 100+ longitudinal owner reports on file.
Signals we look for
Sustained uptime in owner footage, responsive manufacturer support threads, firmware cadence, available parts.
Moves out when
Manufacturer walks back a feature, firmware gates capability behind a new subscription, or reliability telemetry declines.

Promising Progress

Applied to26 robots

Capability is real, the household fit is not yet.

Technically credible and moving forward, but consumer access is limited, wait lists are long, or early-owner reports raise concerns that a general household cannot route around.

When it applies
A product is shipping to early adopters only, or the first ninety days of ownership require workarounds beyond a typical household.
Signals we look for
Credible demos that match owner footage, active firmware updates closing documented gaps, a plausible ship-broader date.
Moves out when
Broader availability stabilizes, support scales, and first-90-day reports converge. At that point it crosses into Ready Now.

Overhyped

Applied to0 robots

The marketing is running ahead of the behavior.

The product exists. The claimed capability, in the shape shown in ads or keynote demos, does not consistently appear in owner footage or independent teardowns.

When it applies
Three or more independent owner reports contradict the demo reel on the capability the product is being sold on.
Signals we look for
Demo-only features unavailable in shipped firmware, scripted environments, edited-but-presented-as-live footage, staffed demos.
Moves out when
Firmware delivers the claimed capability, or the manufacturer revises the claim. Recovery into Promising is documented on the robot page.

Wait

Applied to9 robots

It works. A better option is close.

The robot is functional and reliable on its own terms. A documented successor, a competitor's near-term release, or a pending firmware overhaul is likely to reshape the decision within six months.

When it applies
A successor is announced with a shipping date, or a direct competitor's model is due to reach general availability in under six months.
Signals we look for
Manufacturer roadmaps, FCC filings of replacement hardware, competitor announcements with credible delivery windows.
Moves out when
The successor ships and proves out (back to Ready Now), or the successor slips past six months (back to Ready Now if still current).

Not Recommended

Applied to0 robots

The robot does not meet the floor.

The product fails a baseline for autonomous behavior, reliability, or consumer safety that other robots in the category clear. The label describes a fail of minimums, not a comparison to any winner.

When it applies
Sustained owner reports of core-task failure, unresolved safety incidents, or manufacturer abandonment of the product within twelve months.
Signals we look for
Pattern of returns, warranty escalation threads, recall filings, forum consensus on unfixable failure modes.
Moves out when
A firmware update resolves the documented floor-fail, or the manufacturer issues a remediation program. Moves typically land in Wait.
How a state is assigned

Four signal families, then a state.

A readiness state is the output of four independent reads. No single source is load-bearing on its own.

I.

First-90-day owner reports

Threads, reviews, and forum write-ups dated within three months of purchase. Weighted over launch-week reviews, which rarely match ownership.

II.

Demo-reel reconciliation

We compare manufacturer demos and keynote footage against owner-captured video. A capability that appears only in scripted environments is flagged.

III.

Availability & support signal

Lead times, regional availability, documented warranty paths, firmware release cadence. A credible product with no serviceable ownership path is not Ready Now.

IV.

Near-term replacement risk

FCC filings, manufacturer roadmaps, and credible competitor announcements within a six-month window. Drives Wait assignments.

Common questions

What readers actually ask about readiness.

I.Is "Not Recommended" the same as "bad"?
No. It means the robot fails a specific floor that other robots in the category clear, documented in sustained owner reports or manufacturer actions. It is not a comparison against any winner. The label is dated and sourced, so the fail is visible and can be reversed on the robot's page when conditions change.
II.Why is "Overhyped" separate from "Not Recommended"?
Because they describe different problems. Not Recommended means the product fails a baseline. Overhyped means the product works, but not in the shape it is being sold. The distinction matters to a household: one is a broken product, the other is a product mis-sold.
III.Does a readiness state change the autonomy classification?
Not directly. The two scales measure different things. Autonomy is about what the robot does on its own. Readiness is about the robot's relationship to a household today. A robot can be Level III and Ready Now, or Level III and Overhyped, because its autonomy has not changed while its marketing has drifted.
IV.How often is readiness re-assessed?
Every quarter for shipping products, and ad-hoc whenever a firmware change, recall, subscription gate, or competitor launch moves a signal. The revision date is on every robot page.
5..Can "Wait" become permanent?
Wait has a shelf life. If the replacement that triggered the state slips past six months or fails to ship, we re-read the original robot. It either returns to Ready Now, if still current, or moves into Not Recommended if it has fallen below the floor in the meantime.
Relationship to other frameworks

What HRC borrows, and where it departs.

Human Readiness Criteria sits in conversation with several existing readiness frameworks. The lineage is worth being explicit about, especially the name overlap with HRL.

ANSI/HFES 400 — Human Readiness Levels (HRL)

What we borrow

The premise that what a system can do and whether a person can use it today are separate questions, deserving separate scales. The Autonomy Ladder describes capability; Human Readiness Criteria describe consumer fit.

Where we depart

HRL is a procurement-readiness scale built for systems acquisition by trained operators. Our HRC is a household-readiness scale for ordinary consumers. The names are close enough to acknowledge the lineage; the user is different.

ISO 13482 — Personal Care Robot Safety

What we borrow

The discipline of treating safety, autonomy, and operating envelope as independent reads. A robot can be technically capable and still not safe to release into a household.

Where we depart

ISO 13482 is a conformity standard with formal certification. Our HRC is a descriptive tier. A Ready Now rating is editorial classification, not a 13482 conformance claim.

NHTSA / IIHS automotive readiness frameworks

What we borrow

The premise that a product can ship and still not be ready for general consumer use; that “available for purchase” and “ready for general adoption” are different facts.

Where we depart

Automotive readiness frameworks lean on regulatory floors. Consumer robotics has thinner regulation, so HRC reads from owner-recorded behavior and manufacturer commitments rather than crash-test thresholds.

Next up

See the 93 robots currently in Ready Now.

Browse Ready Now

Framework v1.4 · published Feb 4, 2026 · reassessed quarterly across 128 robotsSuggest a correction