Case Study: Restoring Trust in Aviation

During a period of intense operational pressure, this Wellness & Cosmetics Brand 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. The organization is experiencing widespread systemic failures in order fulfillment, coupled with declining product value and severely ineffective customer service, directly impacting customer trust and driving churn.

2. Root Causes

Order Fulfillment Failures

Failure: Customers experience repeated order cancellations due to system malfunctions, incorrect delivery assignments, and undelivered items from unreliable couriers.

Evidence: "Their system seems to be malfunctioning, I choose a delivery address (my home) but when I get the order confirmation, it says a [The Company] packetstation that does not exist, then [The Company] of course cannot deliver and my order gets cancelled (this happened THREE times)."

Root Cause: [System Error]

Business Impact: Churn, Revenue Loss, Reputation Damage

Product Quality & Value Misalignment

Failure: Product quality, particularly for diffusers and new lines, does not meet customer expectations relative to increased pricing.

Evidence: "[The Company] reed diffusers look quite luxurious but the fragrances don’t last long at all - a couple of weeks and they have totally evaporated which is extremely disappointing. the diffuser refills are also far too expensive when you need to use them so frequently - over £90 a bottle - really ??!!"

Root Cause: [Policy Gap]

Business Impact: Churn, Reputation Damage, Revenue Loss

Customer Service Ineffectiveness

Failure: Customer support channels are frequently unresponsive, provide contradictory or unhelpful information, over-rely on inadequate chatbots, and demonstrate an inability to resolve critical issues like data breaches or refund refusals.

Evidence: "Over several days, across WhatsApp and email, I received contradictory explanations, incorrect advice, and repeated assurances that this was “not typical,” when it is clearly by design. No one took ownership or explained the policy transparently until the very end."

Root Cause: [Service Failure]

Business Impact: Churn, Reputation Damage, Legal Risk

3. Most Damaging Customer Voice

Quote: "I recently received a highly convincing phishing email impersonating [The Company], timed around my birthday reward and containing personal details, including my real birthdate. ... I was told neither was possible and that no alternative protective measures could be offered. ... You have now lost a customer for life!"

Insight: This feedback exposes a critical data security vulnerability leading to phishing attempts against a loyal customer, compounded by an inflexible and unhelpful policy response. This directly translates to significant churn and severe reputation damage.

4. Recovery Roadmap

Immediate (24h): Prioritize and resolve all outstanding delivery, refund, and cancellation inquiries with direct human intervention, bypassing automated systems where customers reported issues.

Process Fix (30 days): Implement a comprehensive review of the online ordering system to ensure accurate stock synchronization, correct delivery address validation, and transparent order status communication. Update customer service protocols to empower agents with tools for effective problem-solving and flexible resolution.

Structural (90 days): Initiate an urgent audit of cybersecurity practices to prevent future data breaches, conduct a rigorous product quality vs. pricing assessment, and redesign the customer service operating model to prioritize human empathy and efficient resolution over automation for critical 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.