Benki offers an advanced AI platform for the financial sector, specifically targeting M&A, risk analysis, due diligence, and compliance. Users can create and customize AI agents, integrate knowledge sources, and track both AI and human contributions to ensure transparent audit trails. The platform also includes FinBench Arena for evaluating financial models and strategizing LLM deployment based on risk tolerance. This leads to faster deal closures, reduced risks, and clear audit trails, bringing confidence back to every deal.

negotiation_agent provides a modular toolkit for building autonomous negotiation bots powered by GPT-like models. Developers can specify negotiation scenarios by defining items, preferences, and utility functions to model agent objectives. The framework includes pre-defined agent templates and allows integration of custom strategies, enabling offer generation, counteroffer evaluation, acceptance decisions, and deal closure. It manages dialogue flows using standardized protocols, supports batch simulations for tournament-style experiments, and calculates performance metrics such as agreement rate, utility gains, and fairness scores. The open architecture facilitates swapping underlying LLM backends and extending agent logic through plugins. With negotiation_agent, teams can quickly prototype and evaluate automated bargaining solutions in e-commerce, research, and educational settings.

CSO Agent leverages advanced AI capabilities to automate communication strategies, manage sales pipelines, and optimize customer interactions. It allows users to concentrate on critical aspects of their sales process while automating repetitive tasks. With features such as lead management, follow-up reminders, and performance analytics, CSO Agent empowers sales teams to close deals more efficiently and enhance their productivity by providing actionable insights.