Case Study: Restoring Trust in Aviation

During a period of intense operational pressure, this Sporting Goods 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. Customers face systemic failures in product quality, order fulfillment, and dispute resolution, exacerbated by a pervasive lack of accountability, particularly for partner products, leading to significant churn and potential legal risks.

2. Root Causes

Partner Product Accountability & Quality

Failure: [The Company] fails to assume responsibility for defective products sold via its platform by third-party partners, leading to unaddressed quality issues and unresolved customer complaints.

Evidence: "[The Company] claim they have no responsibility over what the partner products they sell on their platform." (doc_34), "After playing one hour with the racket, the outer layer of the face had chipped off in many spots." (doc_11).

Root Cause: [Policy Gap]

Business Impact: Churn, reputation, legal risk.

Unresolved Order & Support Issues

Failure: Customers experience prolonged delays, conflicting information, and a complete lack of resolution for incomplete or incorrect orders, returns, and warranty claims. Customer service is consistently unresponsive or unhelpful.

Evidence: "What followed was over a month of delays, repeated explanations, and conflicting messages" (doc_2), "No resolution, no replacement, no refund—just endless waiting." (doc_2), "I have waited over three weeks and [The Company] has done nothing, provided me with no information and refuses to issue me an invoice because apparently the partner needs to issue the invoice." (doc_13).

Root Cause: [Service Failure], [System Error]

Business Impact: Churn, revenue loss, reputation.

Defective Products & Warranty Handling

Failure: Directly purchased or assembled products exhibit critical defects (e.g., cracked parts, battery failure) which are then met with refusal of warranty claims or inadequate repair processes, especially when related to partner-fulfilled items.

Evidence: "It turned out that one of the parts of the mechanism that attaches the pedals was cracked." (doc_4), "Battery failure, clear fire hazard." (doc_14), "The answer was that is it not their responsibility." (doc_35).

Root Cause: [Service Failure], [Policy Gap]

Business Impact: Legal risk, churn, brand damage.

3. Most Damaging Customer Voice

Quote: "Battery failure, clear fire hazard. Despite multiple calls and messages, [The Company] made vague promises but offered no deadline, no action, and no solution. Their handling of this has been shockingly unprofessional." (doc_14)

Insight: This feedback highlights a critical product safety issue, a complete breakdown in customer service, and an alarming lack of urgency, directly impacting customer trust and inviting regulatory scrutiny.

4. Recovery Roadmap

Immediate (24h): Issue immediate, full refunds or replacements for all reported safety hazards (e.g., e-bike battery failure) and for all orders delayed beyond 30 days without resolution.

Process Fix (30 days): Implement a clear policy for partner product accountability, ensuring [The Company] owns resolution for all items sold on its platform. Standardize communication protocols for order and warranty disputes across all channels.

Structural (90 days): Invest in robust inventory and order management systems to ensure real-time stock accuracy and consistent tracking. Overhaul customer service training to empower agents with policy knowledge and resolution authority, especially concerning partner products and complex 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.