Crisp
The all-in-one business messaging platform that connects you to your customers with AI-powered efficiency.
Lima is a next-generation AI support engine designed to shift customer service from 'assisted' to 'autonomous'. Built on a proprietary agentic framework, Lima utilizes Retrieval-Augmented Generation (RAG) combined with multi-step reasoning to resolve complex customer inquiries without human intervention. By 2026, Lima has positioned itself at the forefront of the 'Support-as-Code' movement, allowing technical teams to define support logic through declarative configuration and API-first deployments. Its architecture excels in high-volume environments where context retention across multi-channel threads (Email, Slack, WhatsApp, and Web Chat) is critical. Unlike legacy chatbots, Lima understands intent and can execute actions—such as processing refunds, updating subscription tiers, or troubleshooting API errors—by interfacing directly with a company's internal CRM and backend systems. The platform features a sophisticated 'Human-in-the-Loop' (HITL) safety layer, ensuring that high-stakes interactions are seamlessly handed off to human agents with a full synthesized context summary, minimizing time-to-resolution while maximizing user satisfaction scores.
Executes write-level operations via API endpoints based on verified user intent.
The all-in-one business messaging platform that connects you to your customers with AI-powered efficiency.
The hybrid AI chatbot specifically engineered to automate e-commerce customer support and drive revenue.
Turn your knowledge base into an AI-powered autonomous support agent in minutes.
AI-Powered Customer Support Automation and Instant Knowledge Base Management.
Verified feedback from the global deployment network.
Post queries, share implementation strategies, and help other users.
Uses vector embeddings to maintain state across different communication platforms.
Real-time weighting of knowledge base articles based on historical resolution accuracy.
Routes complex queries to specialized sub-agents (e.g., Billing Agent vs. Technical Support Agent).
Uses real-time NLP to detect frustration and trigger instant human handoff.
Identifies recurring questions with no answers and drafts suggested documentation entries.
Native support for 95+ languages without requiring translated source material.
Users frequently ask for prorated refunds or plan changes which take up human agent time.
Registry Updated:2/7/2026
Lima triggers refund via API and notifies user.
High volume of 'Where is my order?' tickets during peak seasons.
Employees overwhelming IT with password resets and software access requests.