Case by case, bill disputes needed detailed human analysis—slow and inconsistent. An AI agent now resolves each from start to finish.
One of Brazil's largest energy distributors, operating across 31 municipalities in Rio de Janeiro state, including the entire metropolitan region, serving over 11.6 million people.
Bill disputes triggered by high charges required detailed case-by-case analysis and depended entirely on human intervention. Long resolution times...
“O diferencial está na orquestração. Não se trata apenas de usar modelos de linguagem, mas de conectá-los a sistemas e operações para que a IA execute ações completas. Quando isso acontece, deixamos de falar de atendimento automatizado e passamos a falar de operação autônoma.”
Light is a technology company that specializes in providing energy-efficient lighting solutions.
Built autonomous invoice dispute agent for Light using Amazon Bedrock
Provided Amazon Bedrock as the AI intelligence platform powering Light's autonomous invoice dispute resolution agent
Light's Bill dispute resolution is part of this use case:
Related implementations across industries and use cases
Service gaps left rural areas behind. AI agents now guide 9M users through 44 tasks on WhatsApp, unifying fragmented support.
A call center and rigid FAQ bot couldn't support a multilingual customer base. Now, an AI assistant provides 24/7 help in multiple languages.
Agents manually priced 100-item email requests. AI now extracts data and drafts quotes, leaving humans to validate rather than type.
A call center and rigid FAQ bot couldn't support a multilingual customer base. Now, an AI assistant provides 24/7 help in multiple languages.
Rigid menus misrouted queries and overloaded advisors. Now, AI handles routine tasks and routes complex issues to humans with full context.
Basic troubleshooting consumed agents' time. Now, an AI fluent in local dialects independently resolves 73% of these cases.
Fragmented support caused frustrating handoffs. Live AI translation now lets a small English-speaking team handle 14 languages instantly.
Case by case, bill disputes needed detailed human analysis—slow and inconsistent. An AI agent now resolves each from start to finish.
One of Brazil's largest energy distributors, operating across 31 municipalities in Rio de Janeiro state, including the entire metropolitan region, serving over 11.6 million people.
Bill disputes triggered by high charges required detailed case-by-case analysis and depended entirely on human intervention. Long resolution times...
“O diferencial está na orquestração. Não se trata apenas de usar modelos de linguagem, mas de conectá-los a sistemas e operações para que a IA execute ações completas. Quando isso acontece, deixamos de falar de atendimento automatizado e passamos a falar de operação autônoma.”
Light is a technology company that specializes in providing energy-efficient lighting solutions.
Built autonomous invoice dispute agent for Light using Amazon Bedrock
Provided Amazon Bedrock as the AI intelligence platform powering Light's autonomous invoice dispute resolution agent
Light's Bill dispute resolution is part of this use case:
Related implementations across industries and use cases
Service gaps left rural areas behind. AI agents now guide 9M users through 44 tasks on WhatsApp, unifying fragmented support.
A call center and rigid FAQ bot couldn't support a multilingual customer base. Now, an AI assistant provides 24/7 help in multiple languages.
Agents manually priced 100-item email requests. AI now extracts data and drafts quotes, leaving humans to validate rather than type.
A call center and rigid FAQ bot couldn't support a multilingual customer base. Now, an AI assistant provides 24/7 help in multiple languages.
Rigid menus misrouted queries and overloaded advisors. Now, AI handles routine tasks and routes complex issues to humans with full context.
Basic troubleshooting consumed agents' time. Now, an AI fluent in local dialects independently resolves 73% of these cases.
Fragmented support caused frustrating handoffs. Live AI translation now lets a small English-speaking team handle 14 languages instantly.