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← Back to case studiesRepresentative scenario \u00b7 Customer Operations

Arcway Commerce gives every escalation an owner, an SLA and a resolution path

Arcway Commerce supports enterprise customers across billing, integrations, service operations and account management. Requests entered through multiple channels, and complex cases frequently crossed team boundaries before reaching a specialist.

IndustryDigital commerce services
TeamSupport, customer success, billing and technical operations
Customer modelEnterprise accounts with differentiated SLA
Primary systemsSupport forms, CRM, billing and internal services
Arcway Commerce gives every escalation an owner, an SLA and a resolution pathRepresentative customer scenario · Fictional composite
Representative scenario

This case study is a fictional composite based on common workflow automation patterns. The organization, quotation and results are illustrative and are not presented as a verified customer endorsement.

38%Faster escalation routingIllustrative target for complex requests
94%Requests within SLAScenario operating objective
27%Less manual triageClassification and context assembled automatically
100%Named ownershipEvery active request has an accountable owner
The challenge

Why the existing operating model could not scale

Arcway Commerce supports enterprise customers across billing, integrations, service operations and account management. Requests entered through multiple channels, and complex cases frequently crossed team boundaries before reaching a specialist.

  • Support forms, account-team emails and internal messages created separate request paths.
  • Priority was interpreted differently across support, customer success and billing teams.
  • Specialists received escalations without complete account, contract or issue context.
  • Customers could receive updates from multiple teams without a single resolution owner.
  • Leadership could not reliably distinguish active risk, overdue work and blocked dependencies.
Before AlchemyWorkflow

Work moved through disconnected tools and informal handoffs.

01

Urgent requests were mixed with ordinary service questions in shared queues.

02

Escalation relied on manual forwarding and individual knowledge of the organization.

03

Billing, technical and customer-success teams kept separate notes and status updates.

04

SLA commitments were not consistently connected to customer tier, issue impact and current ownership.

Workflow design

One governed path from intake to completion.

The implementation connects the systems already in use, standardizes decisions and preserves a human review point wherever business judgment is required.

01

Capture the request

Combine channel, account, issue, customer tier, current impact and supporting evidence.

02

Classify and prioritize

Apply category, severity and SLA rules while allowing trained operators to correct the result.

03

Load customer context

Retrieve account owner, contract tier, open risks and related cases before routing.

04

Assign the resolution owner

Route to the appropriate specialist and preserve one accountable owner across handoffs.

05

Escalate by policy

Notify managers, account teams or executives when severity or elapsed time crosses a threshold.

06

Close and follow up

Record the resolution, update connected systems and coordinate the customer-facing response.

Operational control

Automation remains visible, reviewable and owned.

Each control is assigned to a business or system owner during implementation and documented in the SOW.

✓

Priority override

Operators can correct severity with a required reason and preserved audit history.

✓

Single active owner

The workflow always identifies the person accountable for next action, even when multiple teams contribute.

✓

SLA calculation

Target times are derived from customer tier, impact and issue category.

✓

Sensitive action approval

Refunds, credits or contract changes require an authorized reviewer.

✓

Customer communication gate

External updates use approved resolution context rather than raw internal notes.

✓

Closure validation

A request cannot close until required actions, customer communication and system updates are complete.

Delivery plan

A phased implementation designed around production readiness.

Discovery

Define request classes

Map channels, categories, SLAs, owners and current escalation policies.

Phase 1
Pilot

Start with one queue

Implement the highest-volume request category and a defined specialist group.

Phase 2
Expansion

Add cross-team cases

Connect billing, technical operations and account-management escalation paths.

Phase 3
Optimization

Review SLA health

Analyze misclassification, reassignment, aging work and recurring root causes.

Phase 4
Expected operating outcomes

What the team should be able to measure after launch.

  • Time from request receipt to an accountable owner.
  • Percentage of requests handled within the applicable SLA.
  • Reassignment volume and reasons.
  • Requests waiting on approval, customer input or another team.
  • Escalation frequency by account tier and issue category.
  • Repeat-request rate after resolution.
“

The biggest change is clarity. Everyone can see who owns the next action, why a request is urgent and what must happen before the customer receives an update.

Ava MillerHead of Customer Operations · Representative role
Expansion path

What comes next after the first workflow is stable.

  1. 01Add proactive workflows for recurring integration and billing risks.
  2. 02Connect account-health indicators to escalation priority.
  3. 03Introduce post-resolution review for high-impact incidents.
  4. 04Create executive reporting for SLA risk, root causes and customer impact.
Bring us a real process

We will map the systems, owners and failure points.

Start with one workflow and a scoped implementation plan.

Talk to our solutions team