Case Study: Restoring Trust in Aviation

During a period of intense operational pressure, this Athleisure Retailer experienced unprecedented shifts in customer feedback. While traditional metrics simply showed a drop in satisfaction, Sentor's entity-based sentiment API uncovered the severe, structural root causes hidden within the noise.

The Challenge

The brand was receiving massive amounts of feedback across multiple channels. Legacy systems failed to differentiate between superficial complaints and deep-seated operational failures. The leadership team required profound diagnostics, not just a surface-level NPS score.

Sentor's Deep AI Analysis

By connecting their data pipelines to Sentor, the organization generated the following executive diagnostic, isolating the critical failures directly from the raw customer voice:

1. Executive Diagnostic

Brand health is Critical. Systemic failures in order fulfillment, coupled with severely ineffective customer service and restrictive policies, are driving significant customer frustration and churn. The most alarming insight is the repeated cancellation of available online orders and subsequent refusal of legitimate refunds.

2. Root Causes

Ineffective Customer Service & Communication

Failure: Customers consistently encounter unresponsive support channels, automated replies, and a lack of effective resolution for critical issues like non-delivery and delayed refunds.

Evidence: "I filled in two complaints and there was no reply (they say they will answer within 24H)." (doc_2), "I contacted customer service and was told they’d open an investigation...only to be told the case was being closed because they “confirmed” the package was delivered - even though the tracking still shows it hasn’t arrived!" (doc_14).

Root Cause: Service Failure

Business Impact: Churn, severe reputational damage.

Critical Fulfillment & Inventory System Errors

Failure: Online order cancellations due to unavailable stock persist despite items being listed as in-stock, and accurate tracking information for delivered or undelivered items is unreliable or misleading.

Evidence: "all 3 of my orders got cancelled due to no stock available. But still even after the cancellation the same item and size is available to order. The website doesn’t keep track of items and their availability." (doc_18), "Unfortunately the shoes I ordered never arrived. The tracking link shows the package was never received." (doc_2).

Root Cause: System Error

Business Impact: Churn, revenue loss, reputational damage.

Inflexible & Costly Return/Refund Policies

Failure: The return process imposes unreasonable requirements (e.g., original packaging), often incurs costs for customers, and is plagued by prolonged refund delays.

Evidence: "I was told I couldn’t [exchange], simply because I no longer had the original box." (doc_17), "need to pay [for returns] and takes long to get refunded" (doc_32), "I returned packages 3 weeks ago I still don’t have my money" (doc_21).

Root Cause: Policy Gap

Business Impact: Churn, revenue loss, legal risk.

3. Most Damaging Customer Voice

Quote: "The worst experience ever - Avoid [The Company]!... After hearing nothing for over a week, I followed up, only to be told the case was being closed because they “confirmed” the package was delivered - even though the tracking still shows it hasn’t arrived!... There’s no phone number listed on their website, and the only “contact” option is through Facebook, which just leads to a dead chat link. Absolutely unacceptable. [The Company] has the worst customer service I’ve ever dealt with. If I could give less than one star, I would. Never ordering from them again." (doc_14)

Insight: This feedback demonstrates a complete breakdown of trust, highlights multiple critical service failures (delivery, communication, resolution, accessibility), and explicitly states customer churn and severe reputational damage.

4. Recovery Roadmap

Immediate (24h): Prioritize and resolve all outstanding, long-pending refund and undelivered order cases. Establish a dedicated rapid response team for critical customer complaints.

Process Fix (30 days): Implement mandatory customer service training emphasizing empathy and problem-solving, not just script adherence. Revise return/refund policies for clarity and fairness, eliminating unjust barriers like mandatory original packaging. Ensure all advertised contact channels are functional and staffed.

Structural (90 days): Invest in real-time inventory synchronization across all sales channels to prevent out-of-stock cancellations post-purchase. Upgrade order tracking systems to provide accurate, live updates and proactive alerts for delays or issues.

Transformation & Results

By executing Sentor's prioritized Recovery Roadmap, the organization immediately rectified policy gaps and overhauled fulfillment logic. Within 90 days, the sentiment surrounding customer service improved significantly, preventing further reputational decay. The brand shifted from reactive guesswork to data-driven operational excellence.