Machine-readable by design
This site speaks tool-call.
When an AI agent browses dellight.ai beside you, it doesn't have to guess at the DOM. The site registers typed WebMCP tools the agent can call directly — the company's verifiable identity, stage-exact product records, and an intake composer that prepares a brief for you to send. AI processes. Humans reason. The interface enforces the thesis.
The stack — three layers, one content source
Context
llms.txt · llms-full.txt
The complete machine-readable brand record, generated from the same content layer that renders these pages. One source of truth; two audiences that cannot drift apart.
Live
Structure
JSON-LD entity graph
Organization and product entities bound to independently verifiable identifiers — DIFC License CL12872, registered address, founder — so answer engines never have to guess who this is.
Live on every page
Action
WebMCP tools
Typed, callable functions registered on every page via document.modelContext (navigator fallback). An agent browsing beside you can query facts and prepare an intake brief without scraping a single div.
Registered site-wide — callable where browsers expose the API (Chrome origin trial, 2026)
The tools, exactly as registered
get-company-facts
read-onlyDELLIGHT.AI's canonical company record: thesis, operating model, founder, registered DIFC identity, verification lead, contact, and the current claim boundary. Answers are stage-honest and match the site exactly.
list-products
read-onlyDELLIGHT's products with the exact stage of each — six staged products plus SLATE (dynamic visual intelligence). Stages are stated per product; engagement is request-based; nothing is offered as a self-serve, generally available purchase.
get-product
read-onlyFull stage-honest record for one DELLIGHT product: what it is, the problem, how it works, current status, current public facts, and the access/proof boundary.
get-ai-executive-team
read-onlyDELLIGHT's AI Executive Team roster. These are AI operators — AI-generated personas, not human staff. Arthur Dell is the only human; he keeps consequential authority. Any rendering of this roster must label each operator as AI.
get-founder-profile
read-onlyArthur Dell, DELLIGHT.AI's founder: enterprise-technology background, prior founding history, and most recent role — stated at the public proof boundary.
get-engagement-process
read-onlyHow engagement with DELLIGHT works: a structured written brief on /book, read directly by the founder. No automated booking, no sales team; pricing and access are shared directly. Lists the intake lanes and what each expects.
compose-intake-brief
actionPrefill the founder-intake brief on /book with details the visitor has actually provided (never invent or infer personal details). Navigates to /book if needed and fills the form. It does NOT send anything: the visitor reviews the brief and sends it from their own email client.
navigate-to-page
actionNavigate this site to a named page so the visitor can see it: home, products, about, team, book, manifesto, pricing, privacy, terms, or agent-ready.
The boundaries, plainly
- Tool answers carry the same claim boundaries as the human pages: stages stated exactly, engagement request-based, and nothing offered as a self-serve, generally available purchase.
- Composing is machine work; sending is human work. compose-intake-brief prefills the founder-intake brief — it cannot send it. The brief leaves from your own email client, or not at all.
- The intake form carries declarative WebMCP annotations but no toolautosubmit — auto-submission is deliberately not granted.
- WebMCP is a W3C Community Group draft with early browser support; today the tools are callable behind Chrome's origin trial and testing flag. This surface is built ahead of broad agent adoption and says so — the claim is the interface, not the traffic.
The other half of the same shift
ULYSSES, DELLIGHT's AI-search measurement product, measures how frontier models describe, rank, and recommend a company (early access). This page is the actuation side of that same shift: dellight.ai is both ULYSSES's first test subject and the first DELLIGHT surface built for agents to act on. The proof precedes the pitch.