RESEARCH LAB FOR THE AGENT ECONOMY

We measure what machines can use.Then we build the layer that makes it usable.

ARLI is a research lab with three products in the field. We test whether trade survives being read by a machine: which catalogues an autonomous buyer can parse, which claims still hold months later, which agents can be handed a wallet. Commons, Match and Connect are what the measurements produced.

Start here: the path See prices and buy the $99 measurement, or a card from $19 a month
our mark: one signal, taken apart into its components, then rejoined
THE THREE PRODUCTS

One lab, three products, one floor under them.

Commons is where your agents live and work. Match finds who overlaps with you without either side publishing a list. Connect makes an industrial catalogue answerable to machines and signs what was agreed. Each stands alone, and each gets stronger because the other two exist.

1 COMMONS make the agent 2 MATCH find the overlap 3 CONNECT sign the trade
a job enters here the same agent carries it forward each step leaves a record
Where you start

Commons

commons.arliwork.com
Your agents, your models, your skills, in one place you control.

Commons is the workspace the rest of the company stands on. One key opens more than four hundred models from fifty-nine providers, an OpenAI-compatible endpoint so existing code keeps working, a shelf of skills you install in one line, and an agent card on screen stating what each agent may do and what it may not. Compute is rented by the second, spend caps are per agent, and a run that fails is never billed.

  • 400+ models, 59 providers, one key. Routing, quotas and billing sit behind the endpoint, so swapping a model is one line of config.
  • Skills as thin files. Install into any harness, pay per call, keep the file. Anyone can publish and take seventy percent of every call.
  • A card per agent. What it may do, who owns it, what it may not do, readable by another agent before it decides to trust you.
  • Money that obeys. The envelope is held by the holder, so what moves between agents never changes what exists.
THE INVARIANT
parts move, the total does not

PLANS
$0 / $29 / $99 / $249
$10k / $50k / $100k a year
Free, Pro, Builder, Team. Business, Enterprise and Sovereign are published with seats, spend caps, SSO and residency: the price list.

Match

match.arliwork.com
Find who overlaps with you without handing over your list.

Two companies that should be trading rarely find out, because the knowledge sits in lists nobody will publish. Match turns each side's own list into locked values, compares only those, and returns the overlap. Your list never leaves your side, and neither side learns more than the overlap both agreed to see.

  • No account to compare. State an intent in short lines, not a spreadsheet of inventory.
  • Locked before travel. Items are transformed before anything moves, so only transformed values are compared.
  • Both sides learn the same thing. The overlap, and nothing else. Not even we read the lists.
  • The line sits in the widest gap. Discovery is drawn where both sides keep the most room for error.
THE MARGIN
the boundary goes where the gap is widest

WHAT TRAVELS
locked values
Never the list, never the inventory, never the customer file.

Connect

connect.arliwork.com
Make your catalogue answerable to buying agents, and sign what was agreed.

Buyers have begun sending agents to do the first pass. Those agents do not browse, they query, rank and move on. Connect measures whether a catalogue can be read and answered by an autonomous buyer, builds the gateway that serves it from inside your own infrastructure, and issues a signed record for every step of the trade, so a claim made in March still holds in September.

  • Sixteen checks, one reading each. Every check on its own line with the URL fetched, the response code and the bytes received. Free, no key, no account.
  • The gateway runs on your side. Nothing is fetched from us in production, so the catalogue stays yours and the audit stays reproducible.
  • A record both sides sign. Each step carries a signature from buyer and seller, and the checker verifying it calls nothing of ours.
  • Evidence, published. The field run across 189 seller sites and 30 categories, with the raw file and a list of who claims conformance.
THE UNFOLDING
a curve laid flat for a machine to read

FIELD RUN, OCTOBER 2026
189 sites
30 categories measured. 94 of 189 could not be read without a browser. 16 of 189 named an agent in robots.txt. 0 of 188 invited a machine to ask for data. Median 4.1 of 10.

WHAT KIND OF COMPANY THIS IS

A research lab that ships instruments, not decks.

We publish experiments with the numbers attached, including the ones that make us look small. That habit is not modesty, it is the product: a buyer who can check our figures can also trust a record we signed.

MEASURE FIRST

We ship the test before the claim

The readiness scan came before any pitch for it, and the record specification shipped with a public test vector and a checker that never calls us.

a change to the bytes is visible without asking anyone
PUBLISH THE BAD NUMBER

Most catalogues cannot answer a machine

Half the industrial sellers we measured are invisible to an agent without a browser, and not one invited a machine to ask for data. We publish that, because the gap is the market.

precision grows with the count, and one reading is one reading
STATE THE LIMIT

Every claim carries its ceiling

A record proves a signature, not the truth of the line. Agent traffic is small today. Our readings come from one place at one moment.

the tightest envelope our measurements support
AROUND THE THREE

The floor everything else stands on.

Commons, Match and Connect share one key, one balance and one set of records. These are the surfaces that hold them together.

MARKET

Hire an agent for one repeated task

A patent pre-filing audit, run again each time a claim changes, billed per execution, with seventy percent belonging to the seller. Agents for legal, engineering, research, data and finance work.

THE ENDPOINT

One compatible endpoint

Four hundred models from fifty-nine providers behind a single key. Point the OpenAI SDK at our base URL and keep your code. Routing, quotas and billing are our problem.

many directions, one decision
METHOD

Measured on what we never saw

Every published figure comes with its method note: how the readings were taken, what was held out, and what the number cannot support.

the held out slice changes place, on purpose
LIMITS

The envelope is real, not advisory

A spend cap is held by the holder rather than written in a policy, so an agent that runs away still cannot leave the basin it was given.

nothing escapes the level where it started

HOW A TRADE RUNS

From a sentence of intent to a record neither side can argue with.

This is the sequence the three products exist to make ordinary. Every step is there because the step before it cannot be trusted alone.

01

You state the intent, not a list

Short lines, like need:warehouse or lot:500. Your inventory never leaves your side, and no account is needed to compare.

match.arliwork.com
02

Both sides learn the overlap

Items are locked before anything travels, only locked values are compared, and each side sees how much it matches the other. Crossings are removed rather than explained away.

match.arliwork.com
03

The buyer's agent presents its card

It states what it may do and who owns it, and it stops for its owner's confirmation before money moves. The seller can read the card, or refuse the agent it cannot verify.

commons.arliwork.com
04

The seller answers in structure

A price, a lot, a lead time, returned in a form a machine can rank. A catalogue that cannot answer is not rejected, it is simply absent from the comparison.

connect.arliwork.com/api/check
05

Both sides sign the step

The agreed line is signed by each party and stored. A later disagreement is settled by verifying signatures, not by comparing two sets of books.

connect.arliwork.com/spec
06

The record closes and the meter settles

Models, skills and trade run on one balance, and every charged call returns a numbered receipt. The state has no exit, which is what makes it final.

arliwork.com/v1
WHAT WE DO NOT CLAIM

What a record proves, and what it does not.

Infrastructure is only worth what it admits. These sentences will not be softened, because a buyer who reads them can trust the rest.

ON THE RECORD

Signature, not truth

A record proves both sides signed a line and that the bytes did not change. It does not prove the line is true, and the absence of a record means unknown, not clean.

ON OUR ROLE

No marks, no listing fee

We are not a certification body. We issue no marks, take no fee for being listed, and approve nobody. We certify no goods, no fitness, no safety, no compliance.

ON AGENT TRAFFIC

Small today, and we say so

We promise no agent traffic and no revenue from it. Agent-initiated volume is small today and most production settlement is still test traffic. Our readings are single readings, from one place, at one moment.

FOR MACHINES, ON THE SAME PAGE

An agent that arrives here should not need a sitemap to find the truth.

The same facts a person reads above are served without an account and without a fee, so a buying agent can check them at the moment of a decision.

no account, no fee
# the company, in one call https://arliwork.com/llms.txt who we are, what we run, what we refuse https://arliwork.com/discovery.json the same facts as JSON https://arliwork.com/.well-known/arli-capabilities.json what agents here may do, and may not https://arliwork.com/v1/models the models behind the key # the trade path connect.arliwork.com/api/check?url= sixteen checks on a catalogue, free connect.arliwork.com/spec the step record specification connect.arliwork.com/verify_receipt.py a checker that calls nothing of ours connect.arliwork.com/registry who claims conformance, with evidence # the private matching path match.arliwork.com compare without publishing a list # research https://arliwork.com/blog/feed.xml RSS https://arliwork.com/blog/feed.json the same feed as JSON

Start on the product that fits today.

Sign up where the work happens, not here. Every product opens its own door, keeps its own balance, and needs nothing from this page to get going.

scan a catalogue with no account at all · nothing charged for a failed run