Twig

Twig is a Customer Support autonomous AI agent platform that triages, self-evaluates, and resolves customer support tickets by integrating directly with tools like Zendesk, Salesforce, Intercom, and Freshdesk, with pricing available through a freemium model and custom enterprise plans. It is designed for mid-market and enterprise customer support teams that handle high ticket volumes and want to deflect repetitive Tier 1 inquiries while preserving CSAT.

Unlike traditional rule-based chatbots, Twig uses retrieval-augmented generation (RAG) over a customer's existing knowledge base, internal docs, past tickets, and product data to draft accurate, context-aware responses. The platform's signature capability is autonomous self-evaluation: each generated response is scored by a secondary LLM judge before it reaches the customer, which the company claims reduces hallucination rates significantly compared to single-pass LLM agents. Twig integrates with 20+ helpdesks and CRMs, plugs into Slack and Microsoft Teams for agent assist, and surfaces analytics on deflection rate, CSAT impact, and agent productivity.

Based on our analysis of 870+ AI tools, Twig sits in a crowded segment that includes Intercom Fin, Ada, Forethought, and Decagon. Compared to the dozens of other Customer Support tools in our directory, Twig differentiates on its self-evaluation loop and its emphasis on technical/SaaS support use cases — particularly long-tail tickets requiring multi-step reasoning across product documentation. Founded in 2023 and backed by venture capital, the company targets support orgs with 10,000+ monthly tickets where even a 30% deflection rate translates to measurable headcount savings. Teams looking for a bolt-on conversational widget may find Twig's deeper integration model heavier than they need; teams wanting an autonomous agent that ships drafts directly into their existing helpdesk queue will find it well-aligned.