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Salesforce Commerce Cloudvs Callvu

Salesforce Commerce Cloud, which Salesforce now markets as Agentforce Commerce, runs storefronts, orders and fulfillment, with prebuilt order service flows and AI shopping and service agents. Callvu is the Completion and Compliance Layer for what happens after checkout: refunds, cancellations, changes, disputes and policy exceptions run as one governed process on every channel, with fare rules, travel policy, card network rules and your own policies enforced on every step by a deterministic orchestrator. Commerce Cloud stays the order platform; Callvu enforces the policy behind it.

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At a glance

Runtime compliance enforcement

Salesforce Commerce CloudPartial.

CallvuYes.

Front-to-back-office handoff

Salesforce Commerce CloudOrder Management flows for cancel, return, refund, exchange and reship.

CallvuYes, end to end: prefill from the order and the case, classify the request, chase and verify documents, route exceptions to the Decision Desk and write back to order management and the case before supplier and refund cutoffs.

The fair version

What Salesforce Commerce Cloud is built for.Sourced from their own pages.

Salesforce Commerce Cloud covers B2C and B2B storefronts, order management and point of sale, and in June 2026 Salesforce made Agentforce Commerce generally available, with Shopper, Buyer and Merchant agents and agentic order management that unifies inventory and adjusts routing ^[1]^[2]. The release does not mention returns, refunds, disputes or chargebacks ^[1]. Salesforce Order Management processes refunds for cancellations and returns ^[3] and provides prebuilt flows for cancel, return, refund, exchange and reship ^[4]. AI agents can change orders and handle returns, with guardrails and conditions set by admins ^[6]; Agentforce Voice extends agents to calls ^[5], and Agent Script lets builders choose where an agent executes deterministically and where the LLM reasons ^[7]. Salesforce advises choosing a systems integrator partner and publishes typical timelines of 3 to 18 months, depending on scope ^[8].

When to choose which

Two different jobs.Pick the one you need.

When to choose Salesforce Commerce Cloud

Choose Commerce Cloud when the need is the storefront, order and fulfillment platform ^[1]^[3] with a unified customer record in Salesforce and AI shopping and service agents in the Salesforce ecosystem ^[1]^[6].

When to choose Callvu

Choose Callvu when post-checkout work, refunds, cancellations, changes, disputes and policy exceptions, must follow fare rules, travel policy, card network rules and your own policies the same way on every channel. Callvu orchestrates that work, routes it by work type, skill and due date, applies rules and policies and manages every decision, with five moves: it prefills from the order and the case, classifies each request the moment it lands, chases and verifies documents on a clock, routes exceptions to the Decision Desk, and writes the result back to order management and the case before supplier and refund cutoffs. It builds chargeback evidence from the record of what the customer saw and agreed to.

Choose Callvu, too, when time and services cost matter. Salesforce advises choosing a systems integrator partner for Commerce Cloud and publishes typical timelines of 3 to 18 months ^[8]. Callvu's license includes white-glove design, implementation, maintenance and optimization for as long as it runs, with no separate services project, and Callvu goes live in a few weeks.

Guardrails are not runtime enforcement. Agentforce agents handle returns and order changes with guardrails ^[6] and optional deterministic steps ^[7]. Even with guardrails, an AI that runs a step can issue the wrong refund, take a path that is not in the policy, or act compliantly most of the time rather than every time. Callvu does not let AI run the process. A deterministic orchestrator executes every step and enforces every control before the step runs; AI only starts a process or evaluates it. Every run is recorded in a Decision Trace and an Audit Trace.

Side by side

The verifiable facts.Nothing else.

Every cell about Salesforce Commerce Cloud is sourced from its own public pages. Runtime enforcement and the handoff lead the table because they are where the two differ most.

Capability		Salesforce Commerce Cloud
Primary role	Completion and Compliance Layer between every front door and the system of record	B2C and B2B commerce platform with storefronts, order management, point of sale and AI agents ^[1]
Runtime compliance enforcement	Yes. A deterministic orchestrator runs every step; AI never runs the process. Every policy, including fare rules, travel policy, card network rules and your own, is enforced on every step on every channel; a step that fails a control does not run. A Decision Trace and an Audit Trace for every run	Partial. With Agent Script, builders choose where an agent executes deterministically and where the LLM reasons, and admins can set guardrails that limit cancellations or refer cases to a rep; outside the scripted sections the agent interprets the request and decides the path, and no policy layer enforces every rule on every step across channels ^[7]
Front-to-back-office handoff	Yes, end to end: prefill from the order and the case, classify the request, chase and verify documents, route exceptions to the Decision Desk and write back to order management and the case before supplier and refund cutoffs	Order Management flows for cancel, return, refund, exchange and reship; AI agents take the same order actions as reps in the service console ^[4]
Orchestration, routing, rules and decisioning	Yes: workflow orchestration across order, payment and supplier systems, routing by work type, skill and due date, rules and policies, and human decisions in the Decision Desk	Yes: Order Management flows for order changes, and agentic order management that routes fulfillment across inventory locations ^[1]
AI guardrails vs deterministic execution	Deterministic execution, not guardrails: AI never runs the process. A deterministic orchestrator executes every step and enforces every control before it runs, so nothing unchecked reaches the system of record and no step outside the workflow can happen	AI agents change orders and handle returns, with guardrails and conditions set by admins ^[6]
Chargeback evidence	Built from the record of what the customer saw and agreed to at each step, in the Audit Trace	Not a documented Commerce Cloud capability; the Agentforce Commerce release does not mention disputes or chargebacks ^[1]
Deployment and professional services	White-glove design, implementation, maintenance and optimization included in the license, for as long as it runs; no separate services project. Live in a few weeks	Delivered with systems integrator partners; Salesforce publishes typical timelines of 3 to 18 months ^[8]

Using both together

Keep what works.Add the layer that finishes it.

Commerce Cloud stays the order platform and Salesforce the case system. An order event, a Salesforce case or an Agentforce handoff starts a Callvu process; Callvu enforces one policy on every step, routes exceptions to the Decision Desk and writes results and the Audit Trace back to the order and the case by API. Callvu can also run the whole process on its own.

Proof

Live in production.At regulated enterprises.

Callvu platform

100,000+ agents live on the Callvu platform
More than 1,000 processes live across all Callvu customers

FAQ

The questions buyers ask.Answered plainly.

Does Salesforce Commerce Cloud enforce compliance at runtime?

Partly. With Agent Script, builders choose where an agent executes deterministically, and admins can set guardrails that limit cancellations or refer cases to a rep. Outside the scripted sections the agent still interprets the request and decides the path, and guardrails are not runtime enforcement. Callvu enforces every policy, fare rules, travel policy, card network rules and your own, on every step of every post-checkout request on every channel, with a deterministic orchestrator and AI never running the process.

Can Callvu work with Salesforce Commerce Cloud?

Yes. An order event, a Salesforce case or an Agentforce handoff can start a Callvu process, and the results and the Audit Trace write back to the order and the case by API.

How do travel companies enforce fare rules and travel policy on refunds and changes?

Callvu runs each refund, cancellation or change as a governed process: it checks fare rules, travel policy and card network rules before each step runs, routes exceptions to the Decision Desk, and finishes before supplier and refund cutoffs, the same way on web, chat, phone and AI agents.

Is it safe to let an AI agent process refunds and cancellations?

Even with guardrails, an AI that performs a step can issue the wrong refund, take a path outside the policy, or act compliantly most of the time rather than every time. With Callvu, the AI captures the request and a deterministic orchestrator executes it, enforcing every control first.

How fast can Callvu go live alongside Commerce Cloud?

Salesforce publishes typical Commerce Cloud implementation timelines of 3 to 18 months. Callvu builds the process for you and launches in a few weeks, with white-glove implementation included in the license and no separate services project.

Sources

Every claim,sourced.

Last verified: 2026-11-05. Facts about other vendors come from their public pages, filings and press, as of that date. Vendor names are trademarks of their owners. To report an error, contact Callvu.

See it on your process.

Bring one regulated process. We will show you the handoff and runtime enforcement on it.

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