AI Agent

An operator inside the product. Not a chatbot beside it.

Hi, I’m your AI Agent 👋 What can I do for you today? I’m here to make your everyday PIM work faster and easier. I understand multiple languages, can guide you through the platform, and can help you get things done.

the AI Agent-1

API-first

MCP-native

LLM-neutral

MACH certified

EU AI Act-ready

No learning curve

How much can it do? Just ask.

You don't need to know the right feature or the right phrasing. Tell it what you're after, and it'll show you what's possible — then help you do it. It's that simple.

  • "What can you help me with?"
  • "Show me all products without any images."
  • "Which products are below 80% completeness?"

Bring me the complexity – I’ll make sense of it

Big task, small task, tricky task, next task — your AI Agent is always on standby.

OPERATIONS

Ask it to act – it handles the workflow

Stop clicking through menus. Describe the work — filtering products, running bulk actions, updating attributes — and the agent handles the workflow, the kind of multi-step job you'd otherwise build by hand.

  • Update labels and attributes across many products
  • Filter and bulk-action in conversation, not menu navigation
  • Take on the kind of multi-step job you'd build in the Rules Engine

Find & surface

Get to the right products – and the gaps

Reach exactly the products you need without the usual digging, and surface what's incomplete before it turns into a publishing problem.

  • Search by name, label, category, or attribute
  • Spot incomplete products before they go live
  • Understand exactly what is blocking publish
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the agentic PIM

700+

Task-level endpoints. Surgical, granular, idempotent.
UI / API parity

100%

Every UI operation has a machine-callable equivalent.
Agent protocol

MCP Native

Claude, ChatGPT, Cursor and custom agents.
Certification

First MACH PIM

Composable, headless, cloud-native, API-first.

Context-aware

It works with what's in front of you

The agent understands the page you're on, the filters you've applied, and the products you've selected — so the help is specific to what you're doing right now, not generic.

  • Knows which page and workflow you're in
  • Acts on the products you have selected
  • Responds based on your active filters and views

Built for real PIM work

Where I help most

Practical outcomes for the everyday moments that usually eat a team's time.

Onboarding

Supplier data onboarding

Just imported 1,000 new products? Catch duplicates, missing brands, and invalid prices before any of it goes live.

Speed

Deadline rescue

Two days to a Black Friday launch? Instantly find which products are missing prices or images, and prioritise the fixes.

Quality

Launch guard

Check completeness for the web context and surface the products that would fail validation — before you publish, not after.

Growth

Market expansion

Opening a German webshop? Audit progress to see which products are still missing DE translations or EUR prices.

Team

Team independence

Break the senior-lead bottleneck. Junior members run complex queries and data checks without waiting for someone to free up.

Reporting

Executive insights

Answer the management questions in seconds: what share of products have images? How many are in Draft versus Published?

Give me the complex stuff

One description in. A sequence of operations out.

Tasks that would be a chain of filters and bulk actions in the UI, described in plain language and worked through with the agent. Here's an example of how that looks.

YOU

"Find all products in Spring 2026 that are invalid, I want to label them 'Needs Fix', and then see the list."

AI Agent

1

Finds the invalid products in the Spring 2026 category and shows you the count

2

Applies the 'Needs Fix' label across the matching set

3

Surfaces the labelled products in your list, ready to work through

Result: the matching products are labelled and in front of you — ready for your team to act on.

Seasonal Archive

"Archive everything labelled 'Winter 2024' that hasn't been updated in over six months."

Combines a label and a last-updated filter, then runs the archive job on the matching set.

Multi-Context Publish

"Publish all valid products in Accessories to both the English and German contexts."

Filters for valid products and triggers the publish across both contexts at once.

Data Cleanup

"Remove the 'Legacy Price' attribute from every product labelled 'Migrated'."

Resolves the label and the attribute, then bulk-removes it across the filtered set.

Completeness Audit

"How many products in Electronics have a completeness score below 50%?"

Counts the set, then pushes the filter to your UI so you can work through them.

Instant Answers Embedded Anywhere

I’m your 24/7 platform expert

Not just quick answers — guidance on the work that's actually hard. How to build a complex filter, the right way to bulk-update a tricky set, how a Rules-Engine-style task gets done. Right where the work is, not buried in a help doc.

✓ Workflow Help

Workflow Help

Guidance on the actually-hard bits — building a complex filter, running a tricky bulk update — right where the work happens.

✓ Context Knowledge

Expert PIM Advice

Best practices and terminology explained in plain language, right when you need them.

✓ Inline Education

Latest Features

Never miss a new capability — get guided tours and summaries without leaving your workflow.

Seamless Global Deployments

No language barriers,
just answers

The AI agent’s multilingual fluency ensures a seamless, high-speed experience that empowers global teams.

Help regional teams work faster
Support multilingual enrichment
Keep content quality consistent
// ES"¿Qué falta en nuestro catálogo de ropa de primavera antes del lanzamiento?"
// FR"Que manque-t-il dans notre catalogue de vêtements de printemps avant le lancement ?"
// DE"Was fehlt in unserem Frühlingsbekleidungskatalog vor dem Start?"
// NO"Hva mangler i vår vårkatalog for klær før lansering?"

Strategic

Value the strategic impact

"Friction to Flow: AI Agent doesn't just save time – it gives it back."

Throughput

More catalogue work shipped per person — without scaling headcount.

Launch readiness

Catch publishing issues before a launch slips, not after.

Less IT bottleneck

Teams handle their own data work instead of queueing tickets with engineering.

Faster onboarding

New joiners run real catalogue work in their first week, not their first month.

Related capabilities

Built for Agents

MCP (Agent Gateway)

The open protocol that lets Claude, ChatGPT, and Cursor operate Bluestone PIM.
Learn more

Built for Agents

AI Capabilities

The six AI agents built into the platform — and the models you can swap behind each one.
Learn more

Built for Agents

Headless, API-first

The 700+ task APIs the Agent calls under the hood to do its work.
Learn more

Book a demo

See the Agent in action

A short demo — real catalogue tasks worked through in conversation: filtering, updating, validating, publishing. The kind of work senior team members usually get pulled into.