SKARTIO Commerce Cloud · Catalog Builder

From “what should I sell?” to a commerce-ready catalog.

Catalog Builder is SKARTIO’s specialized Agentic AI catalog-planning, catalog-building and continuous-improvement agent. Its single responsibility is to keep the business catalog commercially strong across its lifecycle—from product discovery and structure to enrichment, pricing, inventory, policies, launch, performance monitoring and recommended revisions.

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Catalog PlanningProduct DiscoveryPricing & MarginInventory AdviceA2A OrchestrationCatalog MonitoringGoverned by OPULENCE

Catalog Builder · Catalog Launch Workspace

Catalog Build Brief

Build an electronics catalog with 50 launch products.

Catalog Builder plans the assortment, structures the taxonomy, coordinates specialist agents, proposes pricing and stock logic, prepares commerce policies and validates launch readiness.

Assortment planCore demand, traffic, margin, upsell and cross-sell product mix.

Plan

Catalog creationCategories, attributes, variants, content, media and relationships.

Build

Launch + monitorPrice, inventory, policies, campaign notes and post-launch catalog health.

Improve

1Business brief

50+Products planned

End-to-endCatalog outcome

Catalog Planning + Growth Agent

Catalog Builder does not just upload products. It helps decide what the catalog should be.

A commerce catalog connects product strategy, taxonomy, product information, media, price, inventory, channel rules and customer-facing policies. Catalog Builder reasons across those dimensions to produce one coherent catalog outcome instead of leaving a business to assemble dozens of disconnected setup tasks manually.

Plan Before BuildStart from business goals, target market, category, investment and assortment strategy—not only an SKU file.

Orchestrate SpecialistsUse A2A context to coordinate Product Writer, Content Creator and specialist commerce intelligence where deeper execution is needed.

Model-Aware CommerceAdapt catalog structure, pricing, inventory and policy recommendations to the business's commerce model and market.

Improve After LaunchMonitor catalog health, weak areas and market/channel effects so the catalog keeps improving after publication.

Three Build Levels

Choose how much help you need—from simple catalog creation to complete catalog design.

Catalog Builder can start with known products, help discover the right assortment, or design a large catalog across markets, channels and commercial policies.

LEVEL 01 · BUILD

Quick Catalog Build

“I know what I want to sell. Help me build it.”

Best for businesses with a known category or product list that need a clean commerce-ready catalog quickly.

Import or define the product set
Create categories, attributes and variants
Coordinate product text and media enrichment
Recommend basic pricing and initial stock
Validate missing content and publish readiness

Example: Build 50 electronics products from an existing supplier sheet.

LEVEL 02 · PLAN + BUILD

Market-Led Catalog

“I know the category, but not exactly what I should sell.”

Best for entrepreneurs, brands and retailers entering a category and needing product-planning intelligence before catalog creation.

Understand target customer, market and investment range
Discover relevant products and product information
Design core-demand, traffic, margin, upsell and cross-sell mix
Build taxonomy, content, media, price and launch stock logic
Prepare initial merchandising and campaign notes

Example: Discover 50 relevant electronics products and create the initial catalog around demand and margin roles.

LEVEL 03 · DESIGN + LAUNCH

Intelligent Catalog Strategy

“Design the catalog business across markets and channels.”

Best for larger retailers, multi-region brands, marketplaces and sophisticated catalog-driven businesses.

Master catalog + regional/channel assortments
Pricing structure, margin and promotional boundaries
Inventory allocation and fulfillment considerations
Shipping, payment, return and visibility policies
Launch collections, hero products and campaign strategy

Example: Design and launch a 500-product India + GCC catalog with market-specific assortment, pricing and policies.

Capabilities

Everything required to build, operate and continuously improve a commercially effective catalog.

Catalog Builder owns the catalog outcome and draws on specialist capabilities through A2A orchestration when a task requires deeper product-writing, media, pricing or inventory intelligence.

Catalog & Assortment Planner

Translate business goals, customer profile, market, investment range and catalog size into an initial product and category plan.

Assortment · Category mix · Product roles

Product Discovery & Research

Help identify relevant product opportunities, product information and category patterns for the target business context.

Discover · Compare · Shortlist

Catalog Structure & Design

Create taxonomy, categories, attributes, variants, collections, bundles, relationships and catalog organization.

Taxonomy · Variants · Collections

Product Build & Enrichment

Create product records and coordinate Product Writer for titles, descriptions, specifications, SEO and catalog-content completeness.

Product Writer A2A · Enrichment

Product Media Orchestration

Coordinate Content Creator for product images, lifestyle assets, feature visuals, product videos and launch creative requirements.

Content Creator A2A · Image · Video

Pricing & Margin Planning

Recommend initial price bands, margin targets, promotional floors, region/channel price logic and catalog-level pricing policies.

Price bands · Margin · Policy

Inventory & Launch Stock Advice

Recommend initial quantities, priority stock, safety considerations, regional allocation and replenishment assumptions for launch.

Launch stock · Allocation · Risk

Commerce Policy Builder

Prepare and structure catalog-facing pricing, shipping, payment, return, product-availability and visibility policies for business review.

Shipping · Payment · Return · Availability

Launch Merchandising & Campaign Notes

Identify hero categories, launch products, bundles, cross-sells, opening offers, collection ideas and initial campaign directions.

Hero products · Bundles · Launch notes

Catalog Quality & Readiness

Check completeness, media, attributes, pricing, stock, policies, SEO, category fit and channel readiness before publication.

Readiness · Exceptions · Approval

Catalog Health Monitoring

Monitor product completeness, category balance, content quality, availability, pricing position, conversion signals and catalog-level exceptions after launch.

Health · Weak areas · Exceptions

Catalog Revision & Refresh Advice

Recommend when products, categories, assortment, content, media, pricing or policies should be revised, refreshed, retired or rebuilt based on catalog performance and business context.

Revise · Refresh · Rebuild

Catalog Intelligence & Continuous Improvement

A catalog is never finished. Catalog Builder keeps watching what is working, what is weak and what should change next.

After launch, Catalog Builder can continuously assess catalog quality and business signals, compare catalogs across channels or markets, explain weak areas and recommend targeted revisions instead of forcing periodic manual catalog rebuilds.

Catalog Health

Track completeness, attribute quality, content freshness, media coverage, availability, pricing consistency and policy readiness across the active catalog.

Find incomplete, stale or commercially weak catalog areas early.

Weak-Area Detection

Identify categories or products with weak assortment depth, poor conversion, missing content, weak media, frequent stock gaps, pricing friction or policy constraints.

Move from “catalog looks complete” to “catalog performs well.”

Multi-Catalog Comparison

Compare regional, storefront, reseller, supplier or channel catalogs to understand assortment gaps, price differences, content inconsistency and performance effects.

See why one catalog/market performs differently from another.

Revision Recommendations

Recommend refresh, enrichment, repricing, reclassification, new bundles, product retirement, assortment expansion or targeted rebuilds based on evidence and business policy.

Revise only what needs attention instead of rebuilding everything.

Continuous catalog improvement loop

Catalog Builder can move beyond launch readiness into an ongoing operating cycle, coordinating specialist agents when deeper content, media, pricing or inventory improvements are required.

ObserveCatalog + business signals

DiagnoseWeak areas / gaps

RecommendBest revision path

A2A ImproveWriter / Creator / specialists

Approve & ApplyGoverned changes

MeasureCatalog effect

Example: Electronics CatalogCatalog Builder notices charger inventory is healthy but product conversion is weak and visual coverage is below category average.

ContentRequest Product Writer to improve weak product positioning.

MediaRequest Content Creator to refresh feature/lifestyle assets.

CommercialReview price, bundles and shipping thresholds.

OutcomeApply approved changes and measure the catalog effect.

Commerce-Model Intelligence

The catalog changes when the business model changes.

Catalog Builder should not apply one generic catalog recipe. It uses the commerce model as context so assortment, ownership, pricing, inventory, policy and channel structure fit the actual business.

B2C Commerce

Build customer-friendly assortments, category navigation, variants, price bands, promotions, inventory, shipping and returns for direct consumer purchase.

Example: Build 150 home-electronics products with good/better/best price ladders, bundles and free-shipping thresholds.

Brand Commerce

Prioritize brand storytelling, controlled assortment, hero products, launch collections, premium media, bundles and brand-consistent pricing/policy.

Example: Launch a new skincare brand with 30 products, regimen-based collections, premium visual content and introductory bundles.

B2B2C Commerce

Structure catalogs across operator, seller/reseller and customer layers; support multi-seller assortment, seller-level availability, commissions and shared catalog governance.

Example: Build a marketplace-ready electronics master catalog where multiple sellers contribute offers against governed product records.

DropShip Commerce

Map Operator → Reseller → Supplier → Customer context, supplier-owned inventory, reseller assortment, source cost, fulfillment rules and supplier-dependent availability.

Example: Discover 200 supplier products, choose the best 60 for a reseller storefront, set margin rules and supplier-linked shipping/return policies.

B2B Commerce

Build account-aware catalogs with MOQ, pack size, tier pricing, contract/customer visibility, quote-ready products and business purchasing policies.

Example: Create an industrial-supplies catalog with case packs, MOQ, customer-tier prices and account-specific assortment visibility.

Multi-Region / Multi-Channel Commerce

Create a master catalog with market/channel derivatives that vary by assortment, currency, price, stock, availability, payment, shipping, return and campaign context.

Example: Create India, UAE and KSA catalogs from one 500-product master catalog while preserving regional commercial rules.

Use Cases

Real catalog-building situations from simple onboarding to strategic commerce launches.

The strongest use cases begin with a business outcome, not an AI feature. Catalog Builder progressively adds planning, orchestration and commercial intelligence as complexity increases.

Build 50 Electronics Products Quickly

A small retailer already knows it wants to sell electronics but has only basic supplier data.

Create a clean five-category structure
Normalize attributes and variants
Coordinate Product Writer and Content Creator
Recommend basic price and launch-stock bands

Business ValueMove from a spreadsheet to a coherent launch-ready catalog without manually building each product.

Discover What to Sell in a New Category

An entrepreneur wants to enter electronics but is unsure which products should make up the first catalog.

Understand budget, customer, geography and margin goals
Discover product opportunities and shortlist candidates
Balance core-demand, traffic, margin, upsell and cross-sell roles
Build and enrich the selected assortment

Business ValueThe business gets a reasoned assortment strategy rather than an arbitrary list of products.

Launch a New D2C Brand

A brand needs a catalog that tells a coherent story, not just a collection of SKUs.

Build product families and launch collections
Coordinate richer product text and multimodal media
Plan bundles, hero products and launch pricing
Prepare campaign and merchandising notes

Business ValueCatalog, brand story and launch merchandising are designed together from day one.

Build a DropShip Assortment from Supplier Feeds

A reseller has access to thousands of supplier SKUs but should not expose all of them to customers.

Normalize supplier product data
Select products based on margin, availability and target market
Map supplier fulfillment and return dependencies
Create reseller-facing assortment and price rules

Business ValueTurn a large supplier feed into a curated, commercially viable DropShip Commerce catalog.

Design a B2B2C Marketplace Catalog

An operator needs a governed master product structure while multiple sellers contribute offers and availability.

Create canonical product and taxonomy standards
Separate product truth from seller offers
Define seller data requirements and validation
Support multiple availability, price and fulfillment contexts

Business ValueCustomers see a clean catalog while sellers operate independently underneath governed product records.

Create Regional Catalogs from One Master Catalog

A retailer is expanding from India into UAE and Saudi Arabia.

Derive market-specific assortment from master catalog
Adapt price, stock and availability by market
Prepare shipping, payment and return policy differences
Localize content/media through specialist agents

Business ValueScale into new markets without rebuilding the entire catalog separately for every region.

Rebuild a Poor-Quality Legacy Catalog

An existing store has duplicate products, missing attributes, inconsistent categories and weak product content.

Detect taxonomy and data-quality issues
Normalize attributes and relationships
Identify missing content/media and orchestrate enrichment
Produce a readiness and exception queue before republishing

Business ValueImprove discoverability, merchandising consistency and operational maintainability without a manual SKU-by-SKU cleanup.

Build a Policy-Aware B2B Catalog

A distributor needs different packs, MOQ, prices and visibility for different business customers.

Create pack/variant structures and order constraints
Define customer/account-specific assortment rules
Prepare tier/contract pricing structure
Validate products against purchasing and fulfillment policies

Business ValueThe catalog becomes commercially usable for business purchasing instead of behaving like a consumer storefront.

SKARTIO AI Foundation

Catalog Builder reaches a better final outcome by collaborating with specialist agents—not by pretending one model does everything.

SKARTIO uses A2A context and OPULENCE orchestration so Catalog Builder can delegate specialist work while retaining catalog-level responsibility, context and governance.

A2A: one catalog goal, multiple specialized responsibilities

The business talks to Catalog Builder. Catalog Builder breaks the goal into specialist tasks, passes only relevant context, receives structured outcomes, reconciles them at catalog level and presents one final result for business review.

Business BriefGoal / Market / Model

Catalog BuilderPlan / Orchestrate

Product WriterText / SEO / Guidance

Content CreatorImages / Video / Creative

Specialist IntelligencePricing / Stock / Policy

Catalog BuilderReconcile / Monitor / Improve

Shared Context, Bounded Responsibility

A2A passes the product, market, catalog and business context required for each task while every agent remains accountable for its own specialized responsibility.

Flexible Agentic Model Options

OPULENCE can route tasks across approved internal model options and specialized configurations for reasoning, research, generation, localization and validation without exposing confidential model details.

Governed Final Outcome

Catalog Builder reconciles agent outputs against catalog policy, business rules, confidence, approval boundaries and readiness checks before proposing activation or ongoing catalog revisions.

How It Works

A continuous catalog loop—from business intent to launch, monitoring and improvement.

The agent combines planning, A2A specialist collaboration, deterministic catalog rules, monitoring signals and business approvals so both catalog creation and ongoing improvement remain explainable and controlled.

Understand the Business

Capture commerce model, target customer, market, category, budget, assortment size, suppliers, channels and commercial goals.

Plan the Catalog

Design product mix, taxonomy, collections, product roles and market/channel assortment before creating records.

Discover & Structure

Research or ingest products, normalize product data and create categories, attributes, variants and relationships.

Orchestrate Specialists

Use A2A to request product-writing, media, pricing, inventory or policy intelligence with the relevant catalog context.

Apply Commercial Rules

Prepare pricing, margin, stock, shipping, payment, return, availability and visibility logic appropriate to the commerce model.

Validate & Launch

Check readiness, surface exceptions, obtain approvals and publish or hand over a launch-ready catalog and merchandising plan.

Monitor & Learn

Track catalog health, weak areas, market/channel differences and commercial signals after launch.

Revise & Improve

Recommend targeted refresh, enrichment, repricing, assortment changes or rebuilds and coordinate specialist agents where needed.

Catalog Context

The same 50 products can produce very different catalogs.

Catalog Builder uses business context to decide how products should be represented, sold and governed instead of assuming the same structure works everywhere.

Business ContextCommerce model, customer, market, brand, channel, growth objectives and investment.

Product ContextSupplier data, attributes, variants, media, categories, availability and product relationships.

Commercial ContextCost, margin, price, stock, shipping, payment, returns, promotions and policy boundaries.

Human + AI

Let AI do the heavy catalog work while business authority stays with accountable people.

Catalog Builder can automate research, structuring, enrichment and validation, but strategic assortment, supplier commitments, material price/margin decisions and commercial policies can remain approval-controlled.

Assist

Plan assortment, recommend products, structure categories, identify gaps and prepare price, stock and policy proposals. Human executes or approves all changes.

Act With Approval

Create products, enrich content/media, prepare catalog rules and bulk changes, then wait for category, pricing, inventory or business approval where configured.

Autonomous Within Policy

Execute low-risk normalization, attribute completion, product linking, content requests, validation and approved catalog maintenance, health checks and low-risk refresh actions within predefined limits.

AI adoption responsibility by responsibility

A business can enable Catalog Builder without handing every commerce decision to AI. Product selection, pricing, inventory, policy and publishing authority can each have separate thresholds, approval owners and operating modes.

Trust & Evidence

Every catalog recommendation should show why it belongs in the final business outcome.

Catalog Builder should retain the business brief, source information, agent handoffs, commercial rules, confidence, approvals and readiness evidence behind catalog decisions.

Source-Aware

Distinguish supplier/source product facts, discovered information, generated enrichment and business-entered data.

A2A Traceability

Track which specialist agent produced product text, media guidance or other recommendations and what context was passed.

Policy-Aware

Validate catalog output against price, margin, stock, shipping, payment, return, visibility and approval rules.

OPULENCE-Governed

Govern model routing, agent collaboration, quality/cost policy, fallback, confidence and model evolution through the SKARTIO AI Foundation.

Example Catalog Evidence

50-Product Electronics Launch Catalog

Business BriefIndia B2C electronics launch; 50 products; mid-market customer; controlled initial inventory.

AssortmentCore-demand, traffic, margin, upsell and cross-sell roles balanced across five categories.

Product BuildSupplier facts normalized; Product Writer creates text; Content Creator provides approved media assets.

PricingPrice bands and margin floors prepared within business-defined thresholds.

InventoryInitial launch-stock recommendations prioritized by product role and availability.

PoliciesShipping, payment and return recommendations mapped to product/category constraints.

Readiness47 products ready; 3 held for missing source specification or approval.

OutcomeBusiness receives a reviewable catalog, exception list and initial launch-merchandising plan.

Start AI Journey

Start with one catalog objective and let Catalog Builder determine the right level of assistance.

You can begin with 20–50 known products, a supplier feed, a category idea or an existing poor-quality catalog. Catalog Builder can then progressively add planning, specialist orchestration and commercial intelligence.

Define the Business

Commerce model, market, customer, category, catalog size, budget, suppliers and launch objective.

Connect Product Sources

Supplier sheets, existing catalog data, source product information and Commerce Cloud context.

Define Authority

Set approval boundaries for product selection, price, stock, policies, generated media and publication.

Measure Readiness

Track catalog completeness, quality exceptions, approval status, launch readiness, ongoing catalog health and improvement impact.

Book Consultation

Tell us what catalog you want to build. We’ll help map the right Catalog Builder journey.

Work with a SKARTIO Commerce Cloud expert to define assortment, product sources, commerce model, pricing, inventory, policy and A2A specialist-agent requirements.

Map your catalog objective and commerce model.

Choose Build, Plan + Build, or Design + Launch scope.

Define Product Writer / Content Creator orchestration and source-data requirements.

Set commercial policies, approvals and measurable launch outcomes.

Talk to a Commerce Cloud expert

Share your catalog-building, migration or launch requirement.

Don't start commerce with an empty catalog. Start with an AI Catalog Builder that understands the business you want to create.

From product discovery and specialist-agent collaboration to pricing, inventory, policies, launch readiness and continuous catalog improvement—manage the catalog as one governed business outcome.