{"stable_id":"b88b0d637576b1da","slug":"vodafone-supertobi","company":"Vodafone Germany","workflow_name":"TOBi to SuperTOBi customer-service triage","function_code":"customer_service","pattern_codes":["exception_based_operations","human_quality_loop"],"changed_assumption":"A service bot does not need to follow a fixed decision tree and escalate nearly every complex request; generative AI can resolve more requests while people handle exceptions and review response quality.","evidence_strength":"mixed","publication_tier":"showcase","freshness":"current","reviewed_at":"2026-08-23","updated_at":"2026-08-22","source_quality_summary":"2 independent, 2 primary; publication outcomes are verified and reported.","caveat_summary":"Vodafone-reported production figures without disclosed cohort methodology; '25% more' and the move from more than 50% to 74% may not use identical measurement definitions.","freshness_caveat":null,"workflow_summary":{"before":[{"actor":"TOBi rules-based chatbot","action":"Handle simple navigation questions and requests that followed fixed decision processes.","actor_type":"control"},{"actor":"Customer adviser","action":"Receive almost every second request that the chatbot could not resolve.","actor_type":"human"}],"hinge":"A service bot does not need to follow a fixed decision tree and escalate nearly every complex request.","after":[{"actor":"SuperTOBi","action":"Interpret complex or vague requests and generate answers from Vodafone web and internal product information.","actor_type":"system"},{"actor":"Customer adviser","action":"Focus on complex cases that remain unresolved.","actor_type":"human"},{"actor":"Former customer advisers","action":"Review answers and dialogues daily for quality and continuous improvement.","actor_type":"system"}],"decision_mode":"shared","decision_marker":"AI handles the default; humans own exceptions"},"before":[{"order":1,"actor":"TOBi rules-based chatbot","action":"Handle simple navigation questions and requests that followed fixed decision processes.","handoff_to":"Customer adviser","control":"Fixed decision trees constrained available answers."},{"order":2,"actor":"Customer adviser","action":"Receive almost every second request that the chatbot could not resolve.","handoff_to":"Customer","control":"Adviser resolves complex cases."}],"after":[{"order":1,"actor":"SuperTOBi","action":"Interpret complex or vague requests and generate answers from Vodafone web and internal product information.","handoff_to":"Customer or customer adviser","control":"The bot escalates requests it cannot resolve."},{"order":2,"actor":"Customer adviser","action":"Focus on complex cases that remain unresolved.","handoff_to":"Customer","control":"Human advisers retain exception resolution."},{"order":3,"actor":"Former customer advisers","action":"Review answers and dialogues daily for quality and continuous improvement.","handoff_to":"SuperTOBi improvement process","control":"Daily human quality review."}],"decision_rights":"SuperTOBi may answer and resolve routine requests; customer advisers own escalated cases, and human reviewers oversee response quality.","exception_path":"Requests the bot cannot resolve are transferred to a customer adviser; response quality is reviewed daily by former customer advisers.","removed_work":["A reported 25% of first-contact escalations relative to prior TOBi performance","Manual handling of additional routine and moderately complex questions","Customer waiting for many chatbot-to-adviser transfers"],"outcomes":[{"metric":"First-contact issue resolution","baseline":"Prior TOBi resolved more than 50% of customer issues at first contact and forwarded almost every second issue to advisers.","result":"Vodafone reported that SuperTOBi resolved 25% more issues at first contact and independently resolved 74% of all inquiries in under ten seconds.","period":"Production status reported on 2026-04-27 after the German generative-AI upgrade.","scale":"Approximately 600,000 German customer-service chatbot conversations per month.","attribution_caveat":"Vodafone-reported production figures without disclosed cohort methodology; '25% more' and the move from more than 50% to 74% may not use identical measurement definitions.","evidence_label":"reported"}],"executive_lesson":"The reusable pattern is a three-part operating model: automation resolves more requests, humans own exceptions, and experienced staff continuously audit response quality.","anti_pattern":"Combining country- and journey-specific metrics into a global success rate or removing human escalation because headline containment is high.","questions_for_leaders":["Which requests may the assistant resolve without human approval?","What escalation and customer-recovery path exists for wrong answers?","How are quality-review findings converted into controlled system changes?"],"collections":[],"bundle_version":"1.0.0","bundle_fingerprint":"sha256:c23c6cc2b88153d008ea8fda928f632ce0011fc2d4c5036672a16e5d895bab93","canonical_url":"https://brianletort.ai/transformations/vodafone-supertobi"}