AI-powered customer experience management, from first contact to renewal
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Customer experience management connects sales, onboarding, service and support around shared customer data and meaningful outcomes. Loonar designs, implements, trains teams for and supports this architecture, combining AI agents, service management and conversation analysis so people can act on context throughout the customer journey, from initial interest to renewal.
In short
- Connect the journey, not just the channels.
- Link experience signals to business outcomes.
- Give automation clear human accountability.
How do you know you need customer experience management?
Disconnected customer journeys
Channels follow different rules, and teams see only their own part of the relationship. Customers repeat requests and receive conflicting guidance. Without shared ownership, a handoff can look complete internally while the original problem remains unresolved.
Metrics detached from revenue
Reports describe workload and speed without explaining how service relates to retention or growth. Leaders debate isolated measures and fund improvements without a clear view of customer needs, operating effort or the commercial outcomes they want to influence.
Context that disappears during handoffs
Sales records a commitment, onboarding receives incomplete notes, and support starts the conversation again. Information may exist somewhere, but it does not reach the person making the next decision. Each transfer creates avoidable work.
Decisions based on thin evidence
Conversation samples offer useful clues but can miss recurring issues within specific segments. Teams then prioritize memorable complaints rather than consistent patterns, making it harder to explain why one improvement deserves attention before another.
How does it work?
A shared customer view
Bring customer identity, conversation history and relevant journey events together. Establish trusted sources and access rules so teams receive the context they need without exposing information outside their responsibilities.
Omnichannel orchestration
Coordinate chat, email, voice, WhatsApp and social channels through consistent workflows. Carry context across channel changes and define ownership, routing conditions and exception handling before requests enter the operation.
AI agents that take action
Equip agents to consult approved knowledge and perform authorized actions in connected systems. Set boundaries, validation steps and human handoffs for situations involving uncertainty, sensitive decisions.
Conversation-level experience scoring
Apply explicit criteria for resolution, effort and sentiment to available conversations. Review AI assessments with specialists and complement surveys while keeping inferred experience scores distinct from feedback customers actually provided.
Routing by segment and value
Route requests according to customer segment, relationship value, urgency and required expertise. Define service commitments and exceptions that balance commercial priorities with operational capacity and the quality of support.
Executive reporting tied to outcomes
Connect experience signals with churn, NPS and revenue per customer. Compare relevant segments and periods to guide investigation and investment without presenting correlation as proof of cause and effect.
How does Loonar deliver?
Discovery
Loonar maps journeys, systems, demand and constraints. Together, we select a high-volume channel or use case and establish baseline measures before setting the initial delivery scope.
Design
We define the target journey, data model and experience criteria. The design assigns ownership, agent boundaries, access permissions and evaluation measures so business teams understand how the proposed operation will work.
Implementation and integrations
We configure workflows and connect approved sources to the CRM, ERP and relevant channels. Testing covers identity, context continuity, authorized actions and handoffs before the operation expands to more customers.
Training
We train service teams, sales and leaders to interpret measures, review responses and handle exceptions. Practical exercises build confidence in the new workflows and show people how to capture improvement opportunities.
Operations and continuous improvement
We support the operation through conversation reviews, indicator monitoring and workflow adjustments. Business owners help prioritize improvements, while lessons from live delivery determine when and how the scope should expand.
Which technology does Loonar use to deliver it?
What results do we measure?
- Automated resolution rate
- Track requests resolved through automation without human intervention against agreed quality criteria.
- First response time
- Measure the interval between an incoming request and the first useful response.
- CSAT or experience score
- Track stated satisfaction or inferred experience while clearly distinguishing the two measures.
- NPS
- Monitor willingness to recommend the business within the context of each segment.
- Cost per contact
- Relate operating costs to the volume of contacts handled.
- Churn
- Track customer departures by period and segment to investigate associated experience signals.
- Revenue per customer
- Monitor revenue per customer to put retention and expansion into context.
Customer experience management: how do CXM, CRM and help desk differ?
These approaches work together, but each supports different responsibilities and decisions.
| Aspect | CXM | CRM | Help desk |
|---|---|---|---|
| Purpose | Coordinate the journey | Manage commercial relationships | Resolve requests |
| Owner | Experience leaders and teams | Sales and relationship teams | Service and support |
| Data | Interactions and journey events | Contacts and opportunities | Tickets and knowledge |
| Measures | Experience, churn and revenue | Pipeline and conversion | Resolution and service commitments |
Where do we apply it?
Financial services
Connect commercial inquiries, account onboarding and support through controlled access to customer history. Route sensitive situations to specialists and record decisions. A journey view helps teams investigate friction preceding customer departures without turning signs of dissatisfaction into automated decisions about a person's access to services.
Retail and e-commerce
Keep context intact from product discovery through purchase, delivery and after-sales service. Connect order information and coordinate handoffs when another team must resolve an issue. Use conversations about returns and delays to prioritize journey improvements rather than focusing exclusively on faster replies to incoming requests.
SaaS
Bring sales commitments, onboarding progress, support requests and renewal preparation into a shared view. Give account owners the history they need and identify recurring adoption barriers. Experience signals guide human intervention and help teams distinguish an isolated question from persistent difficulty getting value from the service.
Frequently asked questions
What is the difference between CXM and CRM?
A CRM organizes contacts, opportunities and relationship activities, usually with a commercial focus. Customer experience management coordinates what happens across teams and channels throughout the relationship. A CXM platform can use CRM data alongside service, onboarding and support information. Its purpose is to connect those interactions to outcomes that matter to customers and the business.
Do I need to replace my help desk to implement CXM?
We first assess whether your existing help desk can share data, preserve context and support the required workflows. If it meets those needs, it remains part of the architecture. Replacement should only enter the plan when meaningful limitations justify it, considering integration, security, operational continuity and the change effort required from your teams.
How can we measure experience without relying on satisfaction surveys?
AI can assess conversations against criteria such as effort, resolution and sentiment to produce an experience score. That assessment needs human calibration and clear explanations of its limitations. It is not equivalent to reported CSAT or NPS. Combine these sources and investigate disagreements to broaden your understanding without treating an inferred score as a customer's stated opinion.
Where does a CXM project start?
Start with one high-volume channel or use case, selected during discovery. Loonar designs the scope, implements integrations, trains the people responsible and supports ongoing improvement. Before expanding, we agree on measures, check data quality and assess whether workflows preserve context and help teams resolve requests with clear ownership rather than simply moving them between queues.
Does the solution support Portuguese, English and Spanish?
The project can cover all three languages, with content, evaluation criteria and handoffs adapted to each operation. Translating answers alone is not enough: vocabulary, intent and context need validation by people familiar with local service expectations. Discovery establishes priority languages, available knowledge sources and the conditions each workflow must meet before it can be released safely.
Shall we design the next version of your operation?
Tell us the challenge. One conversation with a specialist gives you a clear path, even if it isn't time to buy yet.