AI assistants
One set of answers for people and AI
Customers ask your site’s assistant, and AI agents ask on their behalf. Enterspeed answers both from the product data behind your product pages, so every answer matches the page.
- Your site’s assistant answers “does this fit?” with a guess, and you honour what it promised.
- Without your product data, AI pieces an answer together from wherever it can find one.
- Answers drift, and AI says something different from your product page.
- Each market gets the same generic answer.
- Your assistant answers from the same facts as the product page, and says so when it doesn’t know.
- One set of product data serves your product pages and every assistant.
- When a fact changes in your product data, the product page and every assistant change with it.
- Every answer carries its market, so customers get the answer that applies where they shop.
What we measured
AI costs less when the facts are ready
Every time AI answers or writes about a product, it needs that product’s facts. If it has to collect them from your systems first, you pay for that work on every product, and some look-ups fail. Enterspeed collects the facts in advance, so AI starts with them ready.
The same AI work for a fifth of the cost
Tokens per product, same task
From 300,000
down to 15,000
Our own measurement, not a customer result. Writing one product’s content, with the same model and the same quality. Tokens are the units AI is billed in. Method on request.
AI that fetches live gets less reliable
When AI has to fetch facts live from your PIM, ERP and CMS for every question, each extra system adds a chance to fail. Its look-ups work 92 times in 100 with one system, and 44 with ten.
Our own measurement of AI tool calls, at one and at ten systems. Not a customer result. Method on request.
How often AI’s look-ups work, out of 100
One look-up instead of ten
Enterspeed gathers the facts from all your systems before AI asks, so AI has one place to look.
Illustration. Example systems.
For your architect
Built once, with your systems kept closed
Your PIM, ERP, pricing and CMS stay in charge. AI agents read from Enterspeed through MCP (Model Context Protocol, the open standard AI assistants use to call tools), so your source systems never see agent traffic.
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Nothing extra to maintain
Agents read the same composed data your product pages use. A rule changes once, and there is no second model to maintain in year three.
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Read-only for agents
Agents get read-only access, so nothing they do writes into your systems. Your pricing engine still decides the price.
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Each agent sees only what it may
Agents discover, query and fetch only what their identity allows.
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Exit and security, documented
Exports are open, MCP is a standard, and escrow covers the orchestration rules. ISO 27001 certified, SOC 2 in progress, GDPR managed in Vanta.
