Augment Labs

Right now, someone on your team is sorting emails, re-typing quotes, answering the same questions, digging through documents. We're Augment Labs, and we build AI automation that takes that work off their plate: RAG chatbots, email and document intelligence, and internal copilots that run 24/7 inside the tools your team already uses. We don't build demos or generic chatbots. We start with your workflow and the real problem, then design a production system aligned to a business outcome - like the RAG assistant we shipped for a YC-backed legal platform (SoloSuit), where chatbot revenue grew 8x and contribution went 0.2% → 2%. 𝗪𝗵𝗮𝘁 𝘄𝗲 𝗯𝘂𝗶𝗹𝗱 𝘄𝗶𝘁𝗵: ◆ AI & RAG: OpenAI, Claude API, Vector Store, custom RAG, vector DBs, LangChain, LangGraph, private/company GPT, MCP ◆ Email & Document Intelligence: Outlook add-ins, Gmail add-ons, Microsoft Graph, PDF/OCR, structured extraction ◆ Backend: Python, FastAPI, Django, Node.js, Express, RestAPIs ◆ Frontend: React, Next.js, TypeScript, Tailwind ◆ Data & Cloud: PostgreSQL, MongoDB, Supabase, AWS, GCP, Azure ◆ Full-stack web development and e-commerce - React/Next.js storefronts, Custom web apps, MVPs, SaaS platforms, admin panels, Dashboards, end-to-end delivery 𝗥𝗲𝗰𝗲𝗻𝘁 𝗽𝗿𝗼𝗷𝗲𝗰𝘁𝘀 📧 Email Intelligence, US Freight Company ($5–7M) turned an inbox of 15,000 emails/day into structured sales intelligence: a custom Outlook add-in on Microsoft Graph classifies conversations, tracks loads won vs. lost, drafts AI quotes and replies. Response time: 15 min to 2 min. ⚖️ Legal AI Revenue Engine, YC Legal-Tech Company ($4–5M) - a production RAG legal assistant that turned support into a revenue channel with case-grounded answers. Chatbot revenue rose 8x; revenue contribution went 0.2% → 2%. 📊 AI Data-Analyst Platform, US Education Non-Profit - non-technical staff upload CSV/Excel and query in plain English, getting insights and auto-generated charts through schema-aware RAG. 🧾 AI Recruitment Intelligence, Saudi Agency - semantic search over thousands of resumes with natural-language queries, a CV/PDF pipeline, and candidate ranking. Search drops from hours to minutes. 🎙 Inbound Voice AI Agents (Retell/VAPI/Bland AI) - sub-1.1s latency, interruption detection, calendar booking, CRM lead capture, live human handoff. 𝗣𝗮𝘀𝘁 𝗰𝗹𝗶𝗲𝗻𝘁𝘀: SoloSuit (YC) · Web Ability Canada · Blackbelt Security USA · Innovative Acrylics USA 𝗕𝗲𝘀𝘁 𝗳𝗶𝘁 𝗳𝗼𝗿: teams with a repetitive, high-volume workflow email, documents, data, or support - a decision-maker involved, and measurable time or cost savings within a defined scope. We fix scope and price before work starts, you'll understand every decision, and we own the project end to end. Top Rated · 100% Job Success. If a workflow feels like it should already be automated, hit INVITE or send a MESSAGE. Tell us where your team loses the most time and we'll tell you straight whether AI can fix it. No pitch - just a real conversation.