Architecture // v.2026

Modular.
Production-ready.

A clean stack designed for real workloads. Orchestration, retrieval, and reasoning composed into systems that hold under load.

System diagram

Four layers in superposition.

L_01

Frontend

React · Tailwind · Next.js · WordPress · HTML/Node
L_02

Orchestration

n8n · Python FastAPI · Node.js
LLM
Intelligence Core
L_04

Memory

Supabase · pgvector
L_TOOLS

Tools

REST · WhatsApp · ERP · Vision · Email
bidirectional flow · tool use · structured outputs · audit trail
L_01

Frontend

React · Tailwind · Next.js · WordPress · HTML/Node

AI-native interfaces, chat, dashboards, booking flows, embedded copilots.

L_02

Orchestration

n8n · Python FastAPI · Node.js

10+ production workflows routing events, calling tools, retrying, and observing.

L_03core

Intelligence

LLM APIs · Tool use · Vision

Reasoning core. Structured outputs, long-context analysis, agentic workflows.

L_04

Memory

Supabase · pgvector

Vector search, structured storage, auth, and audit, grounded retrieval at scale.

Principles

How we keep it production-grade.

Modular by default

Swap models, add tools, change channels without rewriting the system.

Observable in production

Traces, metrics, evals, and audit trails wired in from day one.

Memory-grounded

Every answer traces back to a citable source. No hallucinated facts.

Composable intelligence

Reasoning, retrieval, and tools combine like quantum states, predictably.

// certification

Anthropic Claude Partner Network.

Active member of the Claude partner network with Claude-certified training across our engineering team.

// engineered

Built for production.

Observability, evaluation harnesses, retries, audit trails, and access control, engineered in from day one.

Compose something that holds.

Bring the workload, we'll bring the architecture. Prototype to production in 2 to 4 weeks.