A reliability standard for business information

Make your business reliable for AI agents.

Agent Ready turns owner-approved business truth into clear, bounded information AI agents can understand and use without guessing.

Explore the pilot

Working with selected businesses while the system is validated.

01 / The problem

Your business truth is scattered. AI still has to answer.

Hours live on one page. Prices on another. Policies in a PDF. Availability in a booking system. Old search results keep circulating. AI systems gather fragments—and too often present an inference as a fact.

  • Websites
  • Calendars
  • Booking systems
  • Social accounts
  • Menus & PDFs
  • Policies
  • Third-party listings
  • Old search results

02 / The philosophy

“I don’t know, let’s find out” is better than confident incorrectness.

Agent Ready does not exist to make AI answer every question. It helps AI recognize what is established, preserve what is uncertain, and refuse to invent what the business has not confirmed.

03 / The reliability path

Never substitute confidence for evidence.

Unknown is a valid state—not a failure. A reliable answer earns its way from uncertainty to knowledge.

UnknownInvestigateEvidenceVerifyKnown

Other honest outcomes: conflicting · unavailable · requires owner decision

04 / How it works

From public evidence to approved truth.

The process is deliberately simple. Discovery informs the record. The owner establishes the truth.

01

Discover

Find useful business information already available across public sources.

02

Confirm

Let the business owner correct gaps, conflicts, and outdated information.

03

Publish

Create one bounded, owner-approved business record for agents to retrieve.

04

Use

Give agents safe answers and clear handoffs—without granting authority they do not have.

05 / In practice

Useful answers. Honest limits.

Reliability is not answering more often. It is answering correctly—and being precise about what is not known.

Known · owner approved
“Tickets start at $20.”

The price is established in the approved business record.

Unknown · live state unavailable
“I don’t have verified live ticket inventory.”

A purchase link is a safe handoff. It is not proof that inventory is available right now.

IdentityServicesEstablished pricingPoliciesEvent datesService areaHoursAction handoffs

06 / Human authority

The business remains the authority on its own truth.

The boundary

Discovery produces evidence. Owners approve the record. Agents use the bounded result.

Controlled pilot

Is your business ready for AI agents?

We are testing the Agent Ready approach with selected businesses: whether agents can answer from approved information, refuse safely, and follow the right next step.

Explore the pilot