Case Study: Restoring Trust in Aviation

During a period of intense operational pressure, this Online Home & Living 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 at a critical level. Widespread systemic failures in order fulfillment, customer service, and product quality are directly leading to financial loss for customers and significant legal/reputation risk.

2. Root Causes (top 3 only)

Order Fulfillment & Logistics Failures

Failure: Products are consistently lost, incorrectly delivered (wrong items, incomplete orders), or significantly delayed with no proactive communication. Many products arrive defective or damaged.

Evidence: "Order has not arrived since November and [The Company] has not responded to a single email asking for a refund in the past month." (doc_3); "nightstands came incomplete, they literally sent us only the metal table legs with no box" (doc_5); "I ordered a bookcase, received a carpet." (doc_4)

Root Cause: [System Error] (lack of robust order tracking, inventory management, logistics integration) & [Service Failure] (inadequate quality control before dispatch, poor handling by delivery partners).

Business Impact: High churn, revenue loss, brand erosion.

Customer Service & Communication Breakdown

Failure: Customers face extreme difficulty reaching human support (unanswered calls, unaddressed emails, automated responses only), receive conflicting or false information, and experience persistent follow-up failures on critical issues.

Evidence: "Their customer service is very bad, it is impossible to reach them on the phone or via chat. We tried multiple days and no agents are available" (doc_9); "customer service kept calling us to ask which parts needed to be sent. This question was asked three separate times." (doc_11); "five different employees — ALL promising to 'get back to me' — and not a single one has followed through." (doc_23)

Root Cause: [Service Failure] (inadequate staffing, poor training, lack of accountability), [System Error] (insufficient CRM/ticketing system for consistent case management).

Business Impact: Severe reputation damage, customer frustration, increased churn.

Misleading Information & Refund Evasion

Failure: The website displays inaccurate delivery times and stock status, customers are routinely denied refunds or forced into prolonged waits, and are often made to bear the burden of investigating delivery failures themselves.

Evidence: "returned the chairs and were supposed to get our money back in 14 days, but it never happened." (doc_2); "[The Company] place’s responsibility on me to reach out to their sales partner to get things sorted out myself." (doc_12); "The website still advertises the same 4–6 week delivery time, which is misleading for new customers." (doc_21); "I have to ask my credit card company to intervene in order to receive the refund." (doc_29)

Root Cause: [Policy Gap] (refund policy not honored, lack of clear responsibility for lost/damaged goods), [System Error] (website not synchronized with actual inventory/logistics data).

Business Impact: Legal risk (consumer protection violations, chargebacks), significant revenue loss, brand integrity collapse.

3. Most Damaging Customer Voice

Quote: "This looks and feels like fraud - they take the money and give nothing back. Based on my experience, this is the worst online store I’ve ever dealt with in the Netherlands." (doc_13)

Insight: This quote directly accuses the company of fraudulent practices, highlighting the most extreme level of customer dissatisfaction and a complete loss of trust. It unequivocally positions the brand as the "worst" in a specific market, signaling critical reputation damage and a high likelihood of negative word-of-mouth leading to severe churn.

4. Recovery Roadmap

Immediate (24h): Issue an urgent, transparent public statement acknowledging widespread service failures and committing to immediate resolution. Prioritize all pending refunds and proactively contact customers with overdue orders, offering immediate cancellations or realistic delivery updates with compensation.

Process Fix (30 days): Implement mandatory daily stand-ups for cross-functional teams (Customer Service, Logistics, Product) to review all open critical issues (non-deliveries, incorrect items, refunds) and ensure a single point of accountability for each. Revise and enforce clear, customer-centric refund and dispute resolution policies.

Structural (90 days): Invest in real-time inventory and delivery tracking system integration with the website. Overhaul customer service training to include robust problem-solving, empathy, and proactive communication. Conduct a thorough audit of logistics partners and implement strict performance SLAs.

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.