AI Automation & Web Infrastructure

Intelligent systems.
Built to run.

We engineer n8n workflow pipelines, RAG infrastructure, and semantic caching layers — then package them as a complete AI automation platform for growing businesses.

Book a technical call →
Scroll

The problem

Disconnected systems and slow responses compound every day.

Missed call
They called. No one picked up. They tried the next result on Google.
No reply
They texted at 9 pm. You replied at 9 am. They booked someone else at midnight.
No reminder
They booked but didn't show. No reminder was sent. Slot wasted.

What we do

Website UI

01 — Website

Works as hard as you do.

Custom-built in Webflow or Next.js. Fast, mobile-perfect, and converts visitors into bookings.

Client dashboard interface

02 — Client Dashboard

Your automations. Your visibility.

A real-time control interface showing every AI action — lead events, bot replies, booking logs — so you stay in control without staying online.

SMS Automation UI

03 — Workflow Automation

Capture. Qualify. Convert. Automatically.

n8n pipelines connected to Twilio and OpenAI — qualifying leads in under 30 seconds and confirming bookings without human intervention.

Core Architecture

Enterprise infrastructure.
SMB-priced delivery.

We build the same technical stack deployed in enterprise AI systems — then package it as a complete managed platform for growing businesses.

01 — Automation

n8n Workflow Architecture

Multi-step orchestration pipelines connecting CRMs, communication channels, calendars, and payment systems — triggering on every customer event with no manual intervention.

n8n · Webhooks · Event Triggers
02 — Integration

Custom API & Middleware

Middleware layers that bridge incompatible systems — translating data schemas, handling OAuth flows, and routing requests across REST and GraphQL enterprise API pipelines.

REST · GraphQL · OAuth 2.0
03 — AI Grounding

RAG Infrastructure

Retrieval-Augmented Generation pipelines that anchor every AI response to your proprietary data — indexing internal documents so outputs are accurate, cited, and never hallucinated.

Vector DB · Embeddings · Pinecone
04 — Cost Control

Semantic Caching Layer

A semantic similarity layer that intercepts near-duplicate queries before they reach your LLM — cutting token spend and response latency without sacrificing answer quality.

Redis · Cosine Similarity · LLM Cost Reduction
05 — Web Platform

Full-Stack Web Development

Production-grade Next.js applications — booking portals, client dashboards, and AI-integrated interfaces — built for scale and deployed with CI/CD pipelines from day one.

Next.js · TypeScript · PostgreSQL
06 — Control Layer

Client Intelligence Dashboard

A real-time interface where clients monitor every AI action, review workflow logs, approve edge cases, and adjust automation rules — full visibility, zero technical overhead.

Real-time · Audit Logs · Rule Engine

How it works

One setup.
Runs forever.

Automation Canvas UI
1

New lead arrives

Via website, SMS, or Google Maps — triggers the workflow instantly.

2

Bot replies in under 30 seconds

Answers customer queries, captures booking details, and offers calendar slots.

3

Booking confirmed automatically

Syncs directly with your calendar and process Stripe deposits with no manual checks.

4

Reminder sent — show-ups climb

Automated SMS notifications keep clients on time and stop lost slots.

THE TOOLBOX

Engineered for scale & reliability.

01 / 08
Communications
Twilio
Twilio
INTEGRATION PROTOCOL

SMS & voice automation.

We connect Twilio SMS and voice API directly to your CRM to trigger auto-responses and capture incoming requests in under 30 seconds.

3×

more leads captured
vs. before MiracleFlow

85%

faster first response
average lead reply time

14days

average time to go live
from zero to automated

Ready
to flow?

Book a free 30-minute architecture call. We'll map your current stack, identify automation gaps, and scope a deployment plan — first workflow live within 14 days.

No commitment · Technical proposal within 48 hours