Brilworks Software

We build AI agents and AI-powered apps that ship to production — not pilots that stall after the demo. Brilworks is a 100+ engineer team that's shipped 16+ production AI agents across finance, content ops, engineering, research, and education. We pair AI specialists with full-stack engineers, so the agent you ship has the auth, billing, dashboards, and integrations a real product needs. WHAT WE BUILD - AI Agents — LangGraph, LangChain, CrewAI, AutoGen multi-agent systems - RAG Systems — Pinecone, Qdrant, Weaviate, pgvector with proper evaluation - Voice & Chat Agents — Vapi, Retell, Bland, custom chatbots with streaming - AI Automation — n8n, Make, Zapier workflows replacing manual ops - Custom MCP Servers — Claude, OpenAI Assistants, GPTs integrations - Full-Stack AI Apps — Next.js, FastAPI, React Native, AWS RECENT PRODUCTION BUILDS - Finance Agent cutting cross-entity accrual research from 1 week to 5 minutes - Tax Audit Agent validating 100% of GST records, anomalies flagged in ~5 seconds - Stock Analyst Agent tracking 163 NSE stocks, delivered to Slack in ~90 seconds - Marketing Agent shipping publication-safe drafts across 15 channels with 8 deterministic gates - Multi-agent Admissions OS running 7 specialized agents at ~$17 blended cost per applicant - Statement Analyzer turning multi-bank credit card PDFs into dashboards at 99% extraction precision INDUSTRIES WE'VE SHIPPED IN FinTech, E-Commerce, Healthcare, EdTech, Fleet Management, Media, Manufacturing. TECH STACK Python, TypeScript, Java, MERN, React Native, AWS, LangChain, LangGraph, OpenAI, Claude, Pinecone, Qdrant, n8n, Vapi. HOW WE WORK Scope the smallest version that proves value, ship the MVP in 2-4 weeks, then iterate from real usage. Every build includes evaluations, logging, and clean handoff documentation so your team can maintain it without us. Flexible engagement: fixed-price MVPs, dedicated teams, or staff augmentation. WHAT WE DON'T TAKE ON - Thin ChatGPT wrappers with no clear use case - Black-box builds with no observability or eval methodology - Projects with undefined success metrics TO GET A FAST REPLY, MESSAGE US WITH: 1. What you're building 2. What success looks like in 30-60 days 3. Timeline and budget range We reply within a few hours during business hours (IST). If we're not the right fit, we'll tell you.