Praktijkvoorbeeld: Vertrouwen Herstellen in de Luchtvaart

Tijdens een periode van intense operationele druk ervaarde deze National Railway Operator ongekende feedback van klanten. Waar traditionele analyses enkel een toename in ontevredenheid toonden, onthulde de entity-based API van Sentor de werkelijke oorzaak.

De Uitdaging

Het merk ontving massale feedback via diverse kanalen. Oudere systemen konden echter niet differentiëren tussen oppervlakkige klachten en structurele operationele faalpunten. Het leiderschapsteam had diepgaande diagnostiek nodig, niet zomaar een NPS-score.

Sentor's Diepgaande AI-Analyse

Sentor implementeerde direct de diepe AI-analyse en isoleerde de volgende kritieke bevindingen uit de rauwe data:

1. Management Diagnostiek

Merkgezondheid is Kritiek. Systemic failures in train service reliability, coupled with egregious customer service lapses and inflexible policies, are driving extreme customer dissatisfaction. The most alarming insight is the reported discriminatory treatment and lack of empathy towards vulnerable passengers during service disruptions.

2. Kernoorzaken

Train Service Reliability

Fout: Frequent and severe train delays, cancellations, and overcrowding are consistently undermining passenger schedules and safety.

Bewijs: "about 60% of my train rides were late or canceled" (doc_2); "Trains are regularly delayed by 10–20 minutes, and this is already treated as the norm." (doc_16).

Kernoorzaak: [System Error]

Zakelijke Impact: Churn, revenue loss, reputational damage.

Customer Service & Discrimination

Fout: Frontline and hotline staff exhibit unprofessionalism, lack of empathy, and engage in discriminatory remarks, particularly towards disabled or non-Dutch/English speaking passengers during critical incidents.

Bewijs: "One staff member made a joke, suggesting I could use a bicycle as a replacement, which was humiliating and caused me emotional distress." (doc_13); "The man talking to me was getting frustrated and clearly talking about you so what's out for that too, trying to say that they cannot do anything and will have to use the old link or nothing." (doc_11).

Kernoorzaak: [Service Fout]

Zakelijke Impact: Reputation, legal risk, churn.

Inflexible Reimbursement & Ticketing Policies

Fout: Policies for refunds, ticket changes, and handling overcharges are rigid, unclear, and applied without customer consideration, leading to financial loss and frustration.

Bewijs: "They’re supposed to reimburse you for cancellations... but each time I try, I get some bs email weeks later saying that I won’t be reimbursed." (doc_2); "Neither Fletcher hotels or [The Company] customer service will give me a refund and take responsibility for this situation." (doc_38).

Kernoorzaak: [Policy Gap]

Zakelijke Impact: Churn, revenue loss, reputation.

3. Meest Schadelijke Klantfeedback

Citaat: "The service at the [The Company] information desk was appalling: • One staff member made a joke, suggesting I could use a bicycle as a replacement, which was humiliating and caused me emotional distress. • Another staff member refused to read or answer my questions, even though I had translated them using Google Translate. Despite showing my disability card, she gave no assistance and made irrelevant remarks about Trump." (doc_13)

Inzicht: This feedback vividly exposes a profound failure in empathy and professional conduct, bordering on discrimination. It highlights significant legal and reputational risks beyond mere inconvenience, directly impacting vulnerable customers.

4. Herstelplan

Direct (24h): Issue an urgent, explicit directive to all customer-facing staff mandating empathetic communication, immediate assistance protocols for disabled passengers, and a zero-tolerance policy for discriminatory or dismissive behavior.

Procesverbetering (30 days): Implement an automated, proactive reimbursement system for all delays exceeding 30 minutes and cancellations. Streamline the online refund form and ensure timely processing with clear eligibility criteria.

Structureel (90 days): Launch an independent review of train scheduling, infrastructure maintenance, and contingency planning to drastically reduce delays and cancellations. Invest in real-time, multi-channel communication systems for accurate, timely passenger updates during disruptions.

De Transformatie en Resultaten

Door gebruik te maken van Sentor's Herstelplan, kon de organisatie direct de processen en policies aanpassen. Binnen 90 dagen werd het sentiment omtrent klantenservice aanzienlijk verbeterd en operationele defecten effectief gereduceerd. Het merk kon datagestuurde beslissingen nemen in plaats van giswerk.