Wannascale

We build production-ready AI systems that automate workflows and cut operational costs — from concept to deployment. We're a team of experienced engineers specializing in custom AI agents, RAG pipelines, and LLM integrations that connect with your existing tools and data sources. Beyond AI, we handle full-stack development, infrastructure optimization, and system integrations to extend and modernize your technical operations. 🤖 WHAT WE BUILD AI Agents & Automation Customer support chatbots that handle 70%+ of repetitive questions and integrate with your CRM, helpdesk, and website Internal knowledge assistants that search across PDFs, wikis, tickets, Notion, Confluence, and Git repos using RAG Workflow automation agents that call APIs, move data between systems, and eliminate manual tasks 🔌 INTEGRATIONS & INFRASTRUCTURE Custom Tool Connections & System Extensions MCP servers that enable Claude and AI assistants to securely access your tools and data Connect AI agents to your existing infrastructure (databases, APIs, file systems, version control) Build tool interfaces that let AI systems interact with your business logic Extend and optimize existing IT systems with new features, APIs, and automation layers 💡 AI CONSULTING: MODELS, HARDWARE & COST Strategic Technical Guidance Model selection strategy (Llama, Mistral, GPT, Claude) based on privacy, latency, and accuracy requirements Cloud vs on-premises analysis including GPU/CPU compatibility and monthly cost projections Architecture design to minimize token costs and infrastructure spend without sacrificing performance 🛠️ OUR STACK Python - LangChain - LlamaIndex - OpenAI - Anthropic - PostgreSQL - Vector DBs - FastAPI - Docker - AWS/GCP - Kotlin - Java 📩 NEXT STEPS Message us with your use case. We'll respond within 2 hours with a solution approach and timeline estimate.