LUMEO

How Lumeo helps · four clear steps

From legacy data to agent-ready quotes.

Lumeo turns websites, PDF catalogs, spreadsheets, and operational systems into a reviewed, controlled interface for AI agents. Agents can retrieve products and specifications or prepare an RFQ—without replacing your website or ERP.

Existing sources

Clear outcomes

The machine gateway

See how raw business data becomes a controlled sales outcome.

Lumeo runs as a dedicated machine channel alongside your existing website. It reconciles each connected source, preserves where every fact came from, and applies your access and approval policies before an agent receives anything.

Select an input below to trace its route from the original record through canonicalization and policy enforcement to a discoverable endpoint or sales-approved RFQ.

The machine gateway

Select a source to trace its path into a controlled sales outcome.

Human website unaffected

Existing business inputs

Lumeo gateway engine

PDF → CANONICAL
01

Entity resolution

PDF catalog records matched to canonical SKUs and business entities.

02

Provenance engine

Every fact keeps its source, observed time, authority state, and freshness window.

03

Policy firewall

Client scope, rate limit, approval, and pricing policy applied before delivery.

!Conflicting values pause at fact level until an owner chooses which source controls the published value.

Agent-ready outputs

/.well-known/ucp

Commerce discovery

/llms.txt

Semantic business context

/mcp

search_catalog · prepare_rfq

Business outcome

RFQ → sales approval

Signed quote returned to the buyer agent with validity and attribution.

The four-step process

Each technical step supports a business decision.

Start with the sources you have. Publish only after source authority and access policy are explicit. Add commercial actions when the approval workflow is ready.

01Without replacing anything

Connect your existing sources

The operational problem: Your website simplifies the story, PDFs hold technical detail, and the ERP carries the price and stock that actually change the sale.

What Lumeo does

  • Paste a website or sitemap URL for bounded crawling.
  • Upload PDF catalogs, engineering sheets, CSV, JSON, or maintained text.
  • Connect operational APIs for current price, availability, and lead time.

Business result

Your main website and ERP remain in place. Lumeo runs as a parallel gateway on a hosted endpoint or optional agent subdomain.

02One record, explicit source authority

Build a controlled business data model

The operational problem: The same SKU may have one MOQ in last year’s PDF, another on the website, and a newer price in the ERP. A raw crawler cannot decide which promise your company should stand behind.

What Lumeo does

  • Resolve matching SKUs and entities across source formats.
  • Flag contradictory values and withhold them from agent responses.
  • Let an owner choose the authoritative source at fact level.

Business result

Published facts retain provenance, observed time, confidence, TTL, and a content hash. Agents receive a clear unknown instead of a fabricated answer.

03Discoverable does not mean unrestricted

Publish the agent gateway

The operational problem: You want qualified agents to find the catalog, but you cannot let an anonymous bot see contract pricing, bypass rate limits, or execute an unapproved transaction.

What Lumeo does

  • Publish llms.txt, REST, JSON-LD, MCP tools, and a UCP profile.
  • Separate public catalog access from restricted price, stock, and RFQ scopes.
  • Apply credentials, rate limits, approval gates, and prompt-injection filtering.

Business result

Every client receives only the data and actions its scope allows. Consequential tools stop before execution until policy permits them to continue.

04Human approval for commercial commitments

Review consequential requests

The operational problem: B2B buyers rarely click a universal buy button. They request volume pricing, freight, delivery dates, and terms that need a sales owner.

What Lumeo does

  • A buyer agent calls prepare_rfq with SKU, quantity, destination, and target date.
  • Lumeo validates MOQ, prepares a grounded draft, and alerts the approval queue.
  • Sales adjusts price and terms, then approves the final signed payload.

Business result

The buyer agent polls a durable action URL and receives a binding or estimative quote with valid_until, currency, MOQ, and an auditable reference ID.

One request, two useful views

Machine clarity meets human judgment.

The agent gets a stable contract. Your team gets the context, exceptions, and commercial control needed to stand behind it.

Discovery
Agent view

Structured JSON-LD, llms.txt, catalog endpoints, and capability discovery.

Business view

Crawler and model activity, requested entities, and source coverage.

Catalog query
Agent view

search_catalog(query: "10-bar HVAC valves") with typed, predictable results.

Business view

Unanswered searches, missing specifications, latency, and demand patterns.

Verification
Agent view

Content hash, provenance, observed_at, TTL, and valid_until on the response.

Business view

Stale-source warnings and a resolver for contradictory prices or specifications.

RFQ submission
Agent view

A durable pending action with SKU, volume, delivery target, and poll URL.

Business view

An editable sales approval with freight, discount, validity, and binding status.

Attribution
Agent view

Verified client context, quote reference, and final signed result.

Business view

Quote status, tool usage, and observed pipeline value by approved client.

Pipeline metrics report observed gateway activity. Illustrative examples are not revenue guarantees.

Security and trust boundaries

Control the machine channel without hijacking the human one.

Trust comes from inspectable limits, not a badge. Lumeo separates what the gateway enforces from the infrastructure and policies each deployment must configure.

Inspect the Trust Center
01Parallel gateway

Human traffic stays untouched

Lumeo does not require taking over the primary website or routing human visitors through a new storefront.

02Least privilege

Read-only by default

Connected sources are not exposed as direct database connections. Write and financial tools require explicit publication and scoped access.

03Signed + freshness-aware

Integrity with an expiry

Content digests and optional signatures prove integrity. TTL and valid_until make clear when price, stock, or a quote must be refreshed.

04Inspectable controls

Bounded enterprise access

Domain isolation, client scopes, rate limits, approval records, and configurable retention reduce cross-tenant and scraping risk.

Scope note: Lumeo does not promise ranking by an AI provider, accuracy beyond connected sources, universal agent compatibility, or certification by default. Privacy terms, retention, signing keys, email delivery, and SLAs depend on the chosen deployment configuration.

See your starting point

Make your business discoverable and callable.

Run the free website audit now, or select a PDF to preview the secure ingestion path before continuing in the gateway console.

Schedule a 15-minute demo
or preview a PDF path

The website audit uses publicly reachable pages. PDF files are not sent from this page; authenticated upload and source review happen in the gateway console.