1. [Home](https://www.g2.com/) 2. ... 3. [AI Agents For Business Operations](https://www.g2.com/categories/ai-agents-for-business-operations) 4. [Twin Discussions](https://www.g2.com/products/twin-twin/discuss) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_272bf776f421056af3e0232d90af0819/twin-twin.jpg "Product Avatar Image") ![Reward for good Twin reviews](https://images.g2crowd.com/uploads/report_medal_translation/image/39118/medal.svg "Reward for good Twin reviews") ](/products/twin-twin/reviews) [ Twin ](/products/twin-twin/reviews) (177)4.6/5 Twin is the autonomous AI employee for real-world businesses. Founders and owner-operators in real estate, home services, wealth management, automotive, and insurance use Twin to fully automate their prospecting, outreach, content, customer follow-up, research, and back-office operations. Describe the job in plain language; Twin builds an agent that owns it end-to-end and keeps running it on its own - ~80% of runs on the platform are triggered by schedules, webhooks, and incoming emails, not by a human. Connects to anything. Twin codes its own API integrations and keeps them working; when no API exists, its browser agent takes over and works the website directly. Nothing for you to build or maintain - no connectors to configure, no broken workflows to rewire, no expired keys to babysit. Routes to any model. Every task runs on the best AI model for the job, frontier or small. Once an agent has learned its work, scheduled runs cost ~90% less - which is what makes running agents 24/7 actually affordable. Unlimited context. Each agent organizes its own file system of everything it has ever done - every lead, every record, every run. Start a new conversation anytime; nothing is lost to a context window. Teams just @twin it in Slack. Any request auto-routes to the agent your team already built instead of creating a duplicate. The more your team uses Twin, the more work is already done. Twin suggests what to do next. Twin studies your business and proactively recommends the next tasks and agents worth automating - only useful stuff gets built. 85,000+ people have built 3M+ agents on Twin, from solo realtors to businesses running 500+ agents in production. Usage-based pricing: start free, pay for what your agents actually run. Show More * * * ### 104 Discussions ### 104 Participants ### 72.0 Nps Score Already have Twin? ### All Twin Discussions Search Most CommentedMost HelpfulCommon QuestionsNewest All DiscussionsDiscussions with CommentsCommon QuestionsDiscussions without Comments FilterFilter Filter byExpand/Collapse Sort by Most Commented Most Helpful Common Questions Newest Filter by All Discussions Discussions with Comments Common Questions Discussions without Comments ![Ahmed M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Ahmed M.") AM Loading... [Ahmed M.](https://www.g2.com/users/67dd50ea-521a-44c8-835e-cd248ace82a9 "Ahmed M.") • about 1 month ago Software emgineer Software emgineer More Options - [ # How are you handling customization and debugging for complex Twin workflows? ](/discussions/how-are-you-handling-customization-and-debugging-for-complex-twin-workflows) Twin has felt intuitive for building connected, AI-powered workflows that cut down repetitive manual work, with reliable performance and helpful onboarding. As workflows get more complex, I’ve wanted more flexibility in workflow and integration configuration, plus better debugging tools and... [Read more](/discussions/how-are-you-handling-customization-and-debugging-for-complex-twin-workflows) [ AI Agents For Business Operations ](https://www.g2.com/tags/ai-agents-for-business-operations) * * * (true)\<0\>0\>Upvotes (false) * * * 0 Comments [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+Twin+questions+and+get+answers+from+expert+users+in+our+Twin+Discussions+section.&title=Twin+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Ftwin-twin%2Fdiscuss) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=Twin+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Ftwin-twin%2Fdiscuss&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fproducts%2Ftwin-twin%2Fdiscuss) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=Twin+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Ftwin-twin%2Fdiscuss%0aAsk+Twin+questions+and+get+answers+from+expert+users+in+our+Twin+Discussions+section.) 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Answer a few questions to help the Twin community [ Yes ](javascript:void(0))[ Yes ](https://www.g2.com/login?context=product_review&return_to=https%3A%2F%2Fwww.g2.com%2Fproducts%2Ftwin-twin%2Fdiscuss%3Fsmall_ask%3Dtwin-twin) No ## Top Contributors in Twin 1 ![Ahmed M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Ahmed M.") AM Loading... ### [Ahmed M.](https://www.g2.com/users/67dd50ea-521a-44c8-835e-cd248ace82a9 "Ahmed M.") Software emgineer 1 pt