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Agent 05 · PIM, docs, company knowledge

AI Product Data AgentProduct data ready for sales, service and AI.

The agent organizes company knowledge, flags gaps, supports descriptions and translations, and prepares data for subsequent AI deployments.

Agent scanning the catalog
Reading PIM, PDFs and compatibility tables
live
Scanned
615 / 3,200 SKUs
Complete: 489With gaps: 126
SKU-1041Hydraulic pump HX-12ready
SKU-1042Ball valve 1/2"ready
SKU-1043Straight fitting GE-15Lready
SKU-1044Pneumatic actuator SP-2004 gaps
SKU-1045Pressure reducer RC-085 gaps
SKU-1046Oil filter FO-2205 gaps
Sources:PIM · Datasheets · Compatibility table · Manufacturer site
Product record
SKU-1044 · Pneumatic actuator SP-200
PIM
Name ENPneumatic actuator SP-200
Name DEPneumatikzylinder SP-200
Stroke [mm]200
Piston diameter [mm]filling…
MaterialSteel 1.4301
Food-grade cert.missing
SEO descriptionmissing
Filter attributesmissing
Completeness58%65% after agent
Ready for sales
489 SKUs
Ready for AI search
386 SKUs
Needs human review
28 SKUs
ProblemCurrent state

Product data is scattered across PIM, PDFs, datasheets and manuals. Without cleanup, no AI agent or AI search will work properly.

SolutionWhat the agent does

The agent organizes company knowledge, flags gaps, supports descriptions and translations, and prepares data for subsequent AI deployments.

What it captures & does

Agent's scope of work.

Answers questions from documentation
Helps clean up product data
Flags gaps in the PIM
Supports descriptions and translations
Prepares the catalog for AI search and agents
Who it's for

Segments where this agent makes the most sense.

Companies with a PIM and large catalogManufacturers with technical documentationProduct, customer service and channel partner teams
Architecture

Six layers the agent operates in.

01

Intent

The customer asks or acts. The agent detects what they actually need.

02

Missing data

The agent asks for what's needed so the case is operationally viable.

03

Company data

Looks up info in ERP, CRM, PIM, shop, documentation, WMS.

04

Business rules

Applies rules: who, what, when, for whom, under which conditions.

05

Action

Creates a lead, ticket, draft, RFQ, recommendation, or hands off to a human.

06

Measurement

Tracks intents, outcomes, escalation points and optimizes the process.

Next step

Let's check if your data is AI-ready

We'll walk through a real scenario in your context - no marketing deck.