Show HN: 매주 자신의 실패로부터 학습하는 AI 에이전트

An AI employee that gets smarter every week. Answers on chat, phone, and WhatsApp 24/7— then learns from every conversation, finds what it couldn't answer, and keeps improving.Live in 90 seconds. No code. Smarter than your last hire. Try a real AI agent in 10 seconds. Chat with any agent below — this is exactly what your customers will experience. Property Assistant Real Estate Qualifies buyers, books viewings, follows up — while you sleep. Try agent →Restaurant Assistant Food & Hospitality Takes reservations, answers menus, never misses a booking. Try agent →Business Assistant Any Industry Handles enquiries and qualifies leads for any type of business. Try agent →Personal AI Assistant Any Business Your own branded AI — answers questions and captures leads 24/7. Try agent →Clinic Receptionist Healthcare Books patient appointments and handles FAQs around the clock. Try agent →No sign-up · No credit card · Chat is live right now What your business is losing right now. of enquiries go unanswered after 5 minutes, most potential customers have already messaged a competitor. of buyers choose the first responder whoever replies first — not best — usually wins the sale. Your AI always replies first. average lost revenue per year from missed enquiries outside business hours for a typical small business. Pick one. Be live today. These agents qualify leads, make decisions, book appointments, and escalate the right customers to you — automatically, 24 hours a day. AI Agent Always answering. Always learning. A named AI employee for your business. Answers customers, qualifies leads, takes bookings — and gets measurably smarter every week from real conversations. Automated Flow Your whole process — on autopilot. End-to-end automations for your business. Lead capture, appointment booking, support escalation — set it up in 2 minutes and it runs itself. Most AI agents are the same on day 1 as day 365. Ours isn't. Every conversation your agent has is tracked. Over time it finds the gaps, surfaces what it couldn't answer, and its performance measurably improves — week by week. Every other AI agent tool Flat. Same system prompt on day 1 as month 6. No improvement. No compounding. Cancel any time because they'd never know. DeployInfra.AI agent Improves every week. Tracks its own conversion rate, surfaces gaps, gets better answers over time. After 6 months it knows your business better than any new hire. Conversion rate tracked, automatically Every session is tagged — lead captured, booking confirmed, or resolved. Your agent's performance is always measurable. Finds what it couldn't answer Scans your conversations weekly for questions it fumbled or escalated. Surfaces them: "Your agent was asked this 18 times and gave a weak answer." Performance score, week by week A 0–100 quality score per conversation. Watch the trend line climb as your agent handles more real conversations. Switching cost that compounds After 6 months, your agent has learned your customers' exact questions and your business's exact answers. That intelligence doesn't export. Neither does your competitive advantage. Faster than hiring. Cheaper than agencies. Early users running their ops on DeployInfra.AI. “Set up a property assistant for my listings in 4 minutes. It books viewings while I sleep and emails me the lead.” James K. Independent estate agent · London “Replaced a €600/mo support inbox with an agent trained on our FAQ URL. Answer quality went up, tickets dropped.” Léa M. Ops lead · D2C brand “After 8 weeks, our conversion rate went from 11% to 34%. The agent just got better on its own — we barely touched the settings.” Daniel O. Founder · B2B SaaS These businesses are open 24/7. Is yours? Describe your business in plain English. Your AI is live in 90 seconds. Real Estate Agent Losing buyers who message at 10pm and hear back from a competitor first AI replies instantly, qualifies them by budget, and books the viewing automatically 3× more qualified viewings. Zero after-hours lost. Restaurant Owner Missing bookings when you're in the kitchen or closed for the night AI takes every reservation, answers menu questions, and sends confirmations 24/7 Zero missed bookings. Full tables, every night. Business Owner Support tickets piling up faster than your team can reply AI resolves 60% of enquiries instantly and escalates only the complex ones 60% fewer tickets. Happier customers. Less stress. Your AI is already trained for your business. Pick one. Name it. Describe your business. It's live in 90 seconds. Property Assistant Real Estate Qualifies buyers, books viewings, follows up — while you sleep. Instant lead qualification Automatic booking 24/7 follow-up Restaurant Assistant Food & Hospitality Takes reservations, answers menus, never misses a booking. Never miss a booking Menu & allergy answers Sends confirmations Your AI agent markets your business. While you sleep. Deploy a Social Media Manager agent — it reads your business stats, writes posts, and publishes to X/Twitter twice a day. Automatically. Our scheduling agent booked 7 appointments overnight — zero staff, zero missed messages. This is what AI automation should feel like. → deployinfra.ai Most business owners don't know their AI agent can qualify a lead before any human speaks to them. That's the difference between a chat widget and a salesperson. Your competitor just deployed an AI agent that handles leads while they sleep. The question isn't whether AI replaces customer service — it's whether you'll be first. How it works Reads your real data Pulls live stats — bookings, leads, active agents — from your account every day. AI writes the post Rotates through 5 content styles: proof, education, hot takes, challenges, behind-the-scenes. Posts to X twice a day Morning and evening posts, timed for your audience. You see everything in your dashboard. Grows your audience on autopilot Consistent posting is the #1 growth lever on X. Now you never miss a day. Deploy Social Media Manager Free on Starter plan · 2 min setup We use this exact agent to run our own X account. This post was written by AI. Know exactly what your AI is doing. And prove it's working. Most AI tools are a black box. Yours isn't. Every conversation, lead, and booking is tracked — with a conversion rate that proves the ROI. This week · Clinic Receptionist Leads Inbox 3 newSarah M. 📅 Appointment booked · Thursday 2pm James K. 🎯 Budget: $800 · Ready to proceed Amara O. 💬 Needs follow-up on pricing Live now ● LIVEConversion rate tracking See what % of conversations turn into a lead or booking. Know instantly if your agent is performing — or needs tuning. Unified leads inbox Every lead from every channel — web, WhatsApp, embed widget — in one place. Mark as new, contacted, won, or lost. Export to CSV anytime. Full conversation transcripts Read every chat your AI had. See exactly how it handled objections, what it said, and where it could improve. Live session takeover When a conversation is active, you see it in real-time. Jump in, reply directly — web notes or WhatsApp messages — without breaking the flow. See your leads dashboard Free on every plan · no setup needed Your AI answers the phone. Every call. Every time. A real phone number, answered by your AI — qualifies callers, takes bookings, and escalates only when needed. While you focus on the work. Real phone number Answered in under 2 rings. 24/7. Natural voice Speaks, listens, asks follow-ups. Every call logged Transcript + outcome in your inbox. Incoming call +1 (415) 000-0001 · AI answering AI handling this call — booking being confirmed From zero to working AI in 5 minutes. No code. No servers. No technical skills. Sign up free No credit card. Just your email. You're in. Pick your AI Choose from pre-trained agents for your industry. Already trained, ready to go. Name it & launch Give it your brand name. Click launch. Everything runs automatically. Tell it about your business Describe your services in plain English. No technical knowledge needed. What should your AI know? Share your link You get a live URL. Paste it on your website, WhatsApp, Instagram — anywhere customers find you. Now it works — and gets smarter. Your dashboard shows live conversations, weekly performance trends, and every lead — while your agent learns from every interaction. Week 8 · Learning in progress Conv. rate: 34% ↑ · 24 chats · 6 leads · improving Less than one missed lead pays for it. An AI employee that learns your business — starting at $0. Free Try it, no card needed - ✓ 1 AI agent - ✓ 1 Flow template - ✓ Web chat + embed widget - ✓ 24/7 uptime monitoring - ✓ No credit card Starter Solo founders & small businesses - ✓ 2 AI agents - ✓ 3 Flows - ✓ Embed widget for website - ✓ Lead email alerts - ✓ Custom domain - ✓ AI monitoring + alerts - ✓ Telegram & Discord 14-day trial · No card needed Growth Growing businesses & small teams - ✓ 10 AI agents - ✓ Unlimited Flows - ✓ Conversation logs - ✓ Analytics dashboard - ✓ Unlimited custom domains - ✓ Advanced AI insights - ✓ Priority support 14-day trial · No card needed Scale Agencies & enterprise teams - ✓ Unlimited agents + Flows - ✓ White-label widget - ✓ API access - ✓ CRM integrations - ✓ Enterprise AI + SLA - ✓ Dedicated support - ✓ Everything in Growth 14-day trial · No card needed Common questions How does the agent actually get smarter?↓ Every conversation is tracked with an outcome — lead captured, booking confirmed, or escalated. Over time we surface the questions your agent fumbled, show you the performance trend, and help you fill in the gaps. Your agent gets measurably better, week by week, without you having to do any prompt engineering. Do I need any technical skills?↓ None at all. If you can fill in a form and click a button, you can launch your AI. We handle every technical detail — infrastructure, security, monitoring, and uptime — completely automatically. How fast does my AI actually start working?↓ 90 seconds from signup. No joke. Pick an agent, give it a name, describe your business in plain English, and it's live — handling real customers before you finish your coffee. What if my AI goes down?↓ We detect it within minutes, restart it automatically, and alert you by email. You don't do anything. This is included on every plan — including free. Can I customise what my AI says and does?↓ Yes. You control its name, tone of voice, and business knowledge. Describe your business and your AI responds exactly as your brand would — just available 24/7. What is the marketplace?↓ The marketplace shows live AI agents you can try right now. Chat with any of them for free — see exactly how they handle customers — then launch your own version in 90 seconds. What are Automated Flows?↓ Flows are end-to-end automations for your whole business — Lead Capture, Support Escalation, Appointment Booking, and more. Deploy one in minutes and it runs your entire process, not just chat. Can I also deploy apps, not just AI?↓ Yes. Connect a GitHub repo and we handle everything — runtime detection, SSL, database, auto-deploy on every push. Any app, zero config. Your competitors are deploying. Theirs won't learn. Yours will. Launch your AI employee in 90 seconds. It answers every chat, call, and WhatsApp message — then learns from every conversation, gets smarter every week, and becomes the best person you never had to hire. No credit card · Live in 90 seconds · Cancel anytime