iCommerce is commerce infrastructure built for autonomous agents to safely execute, coordinate, and improve business operations across the commerce lifecycle. It combines intelligence with deterministic execution, policy controls, integrations, auditability, and measurable outcomes.

How do you keep agent actions safe?

StateSet is designed for controlled execution: policy constraints, deterministic workflows, optional approvals, idempotency for safe retries, and a complete audit trail so teams can review outcomes and governance.

Is StateSet another ERP, helpdesk, or iPaaS?

No. StateSet sits above and across your existing systems of record and interaction tools. It adds commerce semantics, policy, deterministic execution, and outcome accountability rather than replacing the systems you trust.

What do agents automate?

Order changes, cancellations, and reships; subscription management; returns/refunds/exchanges; inventory and fulfillment exceptions; and omnichannel customer support.

How do you integrate with our stack?

StateSet connects to the systems you already use (Shopify, ERPs, WMS/3PLs, helpdesks, payment providers) so agents can execute safely with constraints and auditability.

How quickly can we go live?

Most teams launch in 2 to 4 weeks. Start with one high-leverage workflow, then expand from CX into returns, subscriptions, fulfillment, and finance ops.

ManifestoRead:The Era of iCommerce

StateSet iCommerce Engine

Commerce that runs itself.The execution layer for AI commerce.

For high-volume commerce brands, StateSet completes post-purchase operations across support, returns, refunds, subscriptions, and order exceptions—priced only on verified outcomes.

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98% faster
Cancellation resolution: 90%+ faster
Warranty resolution: 80% handled
Ticket volume

CXCustomer intent

ReturnsPolicy decision

FulfillmentSystem action

FinanceMeasured outcome

Intent → policy → action → outcome

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Trusted by leading commerce brands

See customer stories

2–4 weeks

Typical time to production value

62%

One-touch automation in measured cohort

99.5%

Resolution reliability in measured cohort

Last verified Q2 2026. Automation and reliability reflect the measured deployment cohort and are not presented as universal performance guarantees.

The operations tax

The hard part is not AI reasoning. It is trusted execution.

Critical commerce work still sits between systems. As volume grows, exceptions, handoffs, and manual reconciliation grow with it.

Tool sprawl

Storefront, ERP, OMS, WMS, 3PL, subscription, payment, and CX systems each hold part of the truth.

Human glue

Operators and BPO teams reconcile policies, exceptions, and operational state by hand.

Exception overload

Happy-path automation stops where the expensive, high-context work begins.

A real commerce operation

Close the operation, not just the conversation.

A customer asks to cancel an order. StateSet verifies fulfillment state and policy, cancels the order, issues the correct refund, updates downstream systems, and records what happened.

ShopifyPayment3PL / WMSERPHelpdesk

See the execution runtime

01
Understand
Read the request with order, customer, fulfillment, payment, and policy context.
02
Validate
Check permissions, invariants, approval thresholds, and the latest system state.
03
Execute
Apply safe, idempotent state changes across every system involved in the operation.
04
Prove
Record the audit trail, close the interaction, and measure the completed outcome.

Who it's for

Built for the teams—and partners—operating commerce at scale.

StateSet serves scaling brands directly and the partners and platforms that operate them. Both win by replacing repetitive handoffs with governed autonomous execution.

Direct commerce brands

Scale volume without scaling the operations tax.

For DTC, subscription, CPG, beauty, apparel, and multi-channel brands with meaningful exception volume and multiple systems that must stay synchronized.

$100M+ GMV sweet spot, or $10M+ with unusual operational complexity
High order, ticket, return, subscription, or fulfillment-exception volume
Shopify Plus or composable commerce connected to ERP, OMS, WMS, 3PL, payments, and CX

Primary buyers

COO · VP Operations · Head of CX · CFO · CTO

StateSet for brands

Distribution and operating partners

Turn AI into delivery leverage—not disintermediation.

For BPOs, 3PLs, agencies, systems integrators, and consultants that want to serve more client workflows per person while retaining implementation and managed-service value.

Operate recurring commerce workflows for multiple client brands
Need higher margins without weakening service quality or customer ownership
Want a co-sell, referral, reseller, implementation, or OEM path

Primary buyers

BPO leaders · 3PL operators · Agencies · SIs · Consultants

StateSet for partners

The strongest moments to act

Operational pain becomes obvious when growth, systems change, or margin pressure exposes the human glue.

Peak-season failureBPO cost escalationPlatform migrationSubscription complexityFulfillment exceptionsMargin pressureEnterprise AI mandate

Why StateSet

Production agents need more than an LLM and a connector.

StateSet combines the commerce semantics, execution controls, integrations, observability, and outcome measurement required when real products and money are at stake.

Commerce-native

Understands commerce objects, relationships, and state transitions—not just text and API calls.

Orders · inventory · payments · returns · fulfillment · finance

Safe execution

Bounds probabilistic reasoning with deterministic validation, permissions, policies, and approvals.

Invariants · idempotency · audit · rollback and replay

Operational breadth

Closes work across the commerce lifecycle instead of stopping at one channel or interaction.

CX → orders → subscriptions → returns → fulfillment → finance

Interoperable

Works with the agents and protocols you choose instead of requiring a proprietary front door.

MCP · embedded toolkits · framework and protocol adapters

Embedded and deployable

Can run close to customer infrastructure and data with customer-controlled deployment options.

Cloud · embedded runtime · local execution paths

Outcome accountable

Measures the business work completed—not seats, messages, or activity for activity’s sake.

Autonomous outcomes · resolution speed · cost and revenue impact

The commerce kernel for AI agents

Embed it, expose tools, enforce policy, and execute real commerce state changes safely.

Explore the developer platform

Safe by design

Autonomy without surrendering control.

AI writes are high stakes. StateSet is designed so teams can delegate commerce work while retaining authority, visibility, and a clear path for human judgment.

Bounded authority

Permissions, roles, and policy determine which actions an agent can take and under what conditions.

Fail-closed execution

Invariants, validation, idempotency, and approval paths stop uncertain or unsafe state changes.

Complete accountability

Every decision, tool call, state change, exception, and outcome remains observable and auditable.

Customer-controlled deployment options
Human approval and escalation paths
Simulation and policy validation
Rollback and replay patterns

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FAQ

Questions, answered

What teams need to know about iCommerce, safe agent execution, and deploying StateSet

Explore the docs

Deep-dive into iCommerce APIs, agent frameworks, and integration guides.

Read documentation

Talk to a commerce expert

We'll map out exactly how StateSet fits your operations in a 30-minute call.

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Quick stats

Typical go-live2–4 weeks

One-touch automation62%

Resolution reliability99.5% measured

Get started

Find the first commerce workflow worth putting on autopilot.

We will map the systems, policies, exceptions, and economics behind one high-friction operation—then show you what safe autonomous execution looks like.

2-4 wks

typical time to first value

workflow to prove value

Safe

policy-controlled execution