Commerce Operations

Commerce agents that resolve the order, not just the ticket.

Multi-agent teams sit on top of your storefront, OMS, and payment stack to answer shoppers, track orders, process returns, and recover carts — every action governed, auditable, and scaled for peak season without adding headcount.

E-commerce in action
Up to 80%

of routine shopper queries automated

Most

order-status inquiries resolved end-to-end

Peak-ready

scales with seasonal demand, no new hires

Compounding

resolution quality, regression-gated

The problem

Why commerce support breaks at scale

Volume spikes faster than you can staff

Sales, launches, and peak season triple ticket volume overnight. Seasonal hiring is slow and expensive, and quality slips exactly when the most revenue is on the line.

"Where is my order" drowns the real problems

A flood of repetitive order-status, returns, and refund questions buries the high-value conversations. Agents burn out on lookups a system should handle instantly.

Abandoned carts and churn go unaddressed

Recovery depends on timing and context most teams cannot act on fast enough. Revenue leaks quietly, and no one has the bandwidth to chase every drop-off.

Capabilities

A full agent team for every shopper

Each capability is an agent skill you can compose, govern, and trace — working together across the storefront, OMS, and payment systems.

Up to 80%

of routine shopper queries automated

Most

order-status inquiries resolved end-to-end

01

Order tracking & status

Answers "where is my order" end-to-end by querying your OMS and carrier APIs in real time.

02

Returns & exchanges

Guides shoppers through eligibility, generates labels, and processes exchanges within your policy rules.

03

Refunds & billing

Handles refund requests and payment questions with confidence scores and human approval where it matters.

04

Product recommendations

Suggests the right product from your catalog using purchase history, inventory, and shopper intent.

05

Cart recovery orchestration

Detects abandonment and runs contextual, well-timed recovery flows across email and chat.

06

Shipping & logistics

Resolves delivery exceptions, address changes, and delays by coordinating across carrier integrations.

07

Promotions & pricing

Applies eligible discounts, explains pricing, and validates promo codes against your commerce rules.

08

Commerce intelligence

Surfaces emerging issues — a spiking SKU complaint, a broken checkout path — before they dent revenue.

How it works

How a shopper request flows through the team

Specialized agents collaborate on every inbound message, coordinating across your storefront, order system, and payments — with humans approving anything sensitive.

1

Intent triage

Classifies the request — order, return, product, billing — and scores urgency.

2

Order context

Pulls the order, shipment, and account state from your OMS and CRM.

3

Policy check

Validates the action against your returns, refund, and promotion rules.

4

Action planner

Chooses auto-resolve, human approval, or escalation with a justification.

5

Resolve & follow up

Executes the action, updates the shopper, and logs the full reasoning trace.

E-commerce workflow
Why Zytherum

What makes it different

Acts on the order, not just the chat

Agents call your OMS and payment systems to actually resolve the issue — not just draft a reply about it.

Confidence-gated autonomy

Every action carries a score: auto-resolve, queue for review, or escalate. Sensitive refunds always route to a human by policy.

Peak-season elasticity

The same governed runtime handles a quiet Tuesday and a Black Friday spike without new hires or degraded quality.

Regression safety gate

Every agent change runs an eval suite before deploy. If quality drops, it does not ship — full stop.

Full reasoning replay

Time-travel debug any refund or return decision, including the exact tool calls and results.

One platform, many motions

The same runtime powers support, IT, HR, and QA — expand without onboarding a new vendor.

Use cases

Built for real commerce operations

Peak-season deflection

01

Autonomous agents absorb the order-status and returns flood during sales events so your team focuses on the revenue conversations.

Proactive delivery recovery

02

When a shipment is flagged delayed, the agent notifies the shopper, offers options, and opens a carrier case before a complaint arrives.

Cart recovery at scale

03

Abandoned carts trigger contextual, well-timed outreach that recovers revenue without a marketer touching each one.

Catalog-aware selling

04

A shopping assistant recommends in-stock products matched to intent and history, lifting conversion on every chat.

Connects to the commerce stack you already run
ShopifyWooCommerceMagentoBigCommerceStripePayPalKlaviyoZendeskGorgiasShipStationSalesforceHubSpotSlackWhatsApp

Give commerce a support platform that actually resolves.

Connect your storefront and OMS on day zero. Agents propose, your team approves the sensitive calls, and every change is regression-tested before a shopper sees it.