Generic AI chatbots fail in high-stakes commercial and professional environments because they hallucinate, lack domain context, and cannot interact with real business systems. A standard conversational interface cannot replace an experienced cosmetologist, legal analyst, or financial auditor.
BrandMeWeb solves this by engineering Autonomous Domain-Specific AI Agents. We build digital employees that possess deep, grounded expertise in your exact industry, complete with the ability to execute real-world actions via secure APIs and MCP tool calling.
Our flagship benchmark, Yoni Expert AI (expert.yoni1992.co.il), demonstrates this architecture in production. Built for Israel's premier cosmetology brand, Yoni Expert utilizes GPT-4o Vision to conduct real-time dermatological analysis of user photos, synthesizes a personalized skincare protocol from a verified medical knowledge base, and programmatically adds recommended items to a Shopify Storefront cart for immediate checkout.
What is included in Custom Agent Development:
- 1Comprehensive domain knowledge engineering and vector database indexing
- 2Multi-agent orchestration and deterministic safety guardrails
- 3Custom MCP server development for direct CRM, ERP, and e-commerce integrations
- 4End-to-end Next.js UI integration with sub-second response streaming
- 5Production deployment on edge infrastructure with real-time audit logging
Companies with large databases, customer lists, or complex service catalogs often find themselves trapped between two suboptimal choices: bloated software houses that quote six-figure budgets with half-year timelines, and fragile low-code automations that fail under scale and leak sensitive data.
BrandMeWeb provides a boutique engineering alternative: Bespoke Systems and AI Agents engineered directly on your existing data assets, led hands-on by Principal Architect Ilya Sibiryakov.
Whether you need an interactive client portal that lets customers view accounts and self-serve, an autonomous domain AI agent that queries your database with mathematical precision, or a unified operations dashboard that synchronizes Priority ERP with modern web workflows, we engineer high-performance, secure production systems in weeks, not quarters.
What is included:
- 1Deep database audit, workflow reverse-engineering, and schema optimization
- 2Architecture and development of custom client portals or internal control panels
- 3Custom RAG knowledge engineering and autonomous AI agents with MCP tool calling
- 4Supabase Row-Level Security (RLS) hardening and role-based access control
- 5End-to-end integration with payment gateways, Priority ERP, and local Israeli billing APIs