Custom Multi-Agent Workflows

Intelligent Multi-Agent Systems Tailored to Your Proprietary Business Logic

We build custom AI microservices, RAG architectures, and asynchronous worker queues that seamlessly integrate with your existing databases, APIs, and SaaS tools.

Architect Custom WorkflowExplore Architecture Case Studies

Interactive Architecture Inspector

Select an archetype to inspect the DAG reasoning graph.

1. Data Ingestion & Trigger
  • Raw PDFs / Notion Pages
  • Zendesk Tickets
  • Confluence Docs
2. AI Reasoning / Transformation

Chunking (800 tok) -> text-embedding-3-small -> HyDE Query Reformulation -> Cosine Match

3. Production Outcome

Answer with verified line-item source citations + Confidence rating (>95%)

Engineering Stack

Battle-Tested Infrastructure

We build with modern frameworks for maximum throughput, low latency, and zero vendor lock-in.

LangChain & LlamaIndex
Context orchestration & memory
Python & FastAPI
High-concurrency microservices
PostgreSQL & pgvector
ACID storage & semantic search
n8n & Docker
Visual workflow self-hosting
OpenAI / Gemini / Claude
State-of-the-art LLM backbones
Redis & BullMQ
Job queuing & rate limiters
Supabase & Auth
Realtime database & access control
Next.js 15 & Tailwind
Internal operator control panels

Related Technical Insights

Dive deeper into the engineering architecture.

Architecting Enterprise n8n Pipelines: From Local Docker to 99.98% Uptime

A deep technical teardown of how we build self-healing automation workflows with Python workers, Redis queues, and webhook failovers.

Read Architecture Brief

Enterprise AI Business Automation Guide for Middle East & Global Scale

How leading enterprises in the GCC and worldwide leverage AI systems to slash operating costs by 60% and drive 24/7 sales conversions.

Read Architecture Brief

From Disjointed Carts to Virtual Try-Ons: How AI Outfit Builders & Cart Isolation Drive Higher AOV in Fashion E-Commerce

Discover how modern fashion brands raise Average Order Value (AOV) by 18–30% and cut size returns by 25% using Cart Isolation architecture, AI Outfit Builders, and Virtual Try-On.

Read Architecture Brief
Interconnected AI Stack

Explore Related AI Solutions & Architecture

Combine autonomous automation with customized chatbots and GEO visibility for compounded compounding ROI.

AI Business Automation

Automate repetitive workflows, data pipelines, CRM updates, and lead intake with n8n and Python microservices.

Deep Dive

AI Chatbots & Voice Agents

24/7 conversational agents that qualify leads, answer complex domain questions, and book calendar appointments.

Deep Dive

High-Performance Web Platforms

Ultra-fast, conversion-engineered Next.js and Tailwind applications with dynamic multilingual support.

Deep Dive

Generative Engine Optimization (GEO/SEO)

Optimize your digital footprint to be cited as the authority across ChatGPT, Google Gemini, and Perplexity.

Deep Dive
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