AI systems & software engineering

Systems that think, connect & act.

RE4LOAI engineers AI agents, voice AI, automation, CRM and custom software for businesses — designed as one connected system and built to run in production.

Prefer email? contact@re4loai.com

System trace · example

Standby
01SignalChoose a signal
02Intelligence
Voice agent
AI agent
Classifier
03Orchestration
Workflow enginerouting · rules · retries
04Execution
CRM · GHL
Calendar
Messaging
05Outcome
Appointment booked · CRM updated
  1. +0.00ssignalcall.inbound
  2. +0.79sintelligencevoice-agent · intent=booking
  3. +1.58sorchestrationworkflow.route → 2 actions
  4. +2.37sexecutioncrm.upsert · calendar.book
  5. +3.16soutcomeappointment.booked

What we build

  • 01AI agents
  • 02Voice AI agents
  • 03AI & workflow automation
  • 04CRM & GoHighLevel
  • 05Custom software
  • 06Web scraping & data extraction

Technologies we build with

n8n
OpenAI
Anthropic
Google AI
Retell
Supabase
FastAPI
Next.js
Python
PostgreSQL
AWS
REST APIs
n8n
OpenAI
Anthropic
Google AI
Retell
Supabase
FastAPI
Next.js
Python
PostgreSQL
AWS
REST APIs

/ Capabilities

What we build.

Six core capability areas covering the full spectrum of AI engineering, automation, and custom software development.

01

AI Automation

End-to-end automation of business processes using AI models, workflow engines, and custom orchestration. From trigger to action, with people in the loop where it matters.

n8nLLMsWebhooksAPIs
AI & workflow automation
02

AI Agents

Autonomous agents that reason, decide, and execute multi-step tasks. Tool-using agents with memory, planning, and human-in-the-loop guardrails.

LangChainFunction CallingRAGMemory
03

Voice AI

Real-time voice agents for inbound and outbound calls. Natural conversation, low latency, CRM-integrated, with live transcription and summary.

RetellWebRTCTwilioSTT/TTS
04

Workflow & CRM Engineering

Connect GoHighLevel and other CRMs with your communication and internal systems. Lead routing, enrichment, follow-up sequences, and pipeline automation.

GoHighLevelHubSpotSalesforceSlack
GoHighLevel CRM & automation
05

Web Scraping & Data Extraction

Extract, structure, and deliver data from websites and business sources. Scraping pipelines, data enrichment, real-time monitoring, and structured delivery to your database or API.

PythonScrapyETLDatabases
Web scraping & data extraction
06

Custom Software

Full-stack custom software, SaaS products, dashboards, and internal tools. Production-grade engineering with scalable architecture and clean UX.

Next.jsFastAPIPostgreSQLAWS

/ Architecture

From trigger to intelligence to action.

Every system we build follows this pattern. Events trigger AI-powered intelligence, which executes precise actions across your stack.

01

Trigger

Form
Email
CRM Event
Webhook
Schedule
API
02

Intelligence

AI Model
Agent
Classification
Extraction
Reasoning
Decision
03

Action

CRM Update
Email
Call
Database
Slack
API
System status:Standby

/ Solutions

Where can AI remove the work?

We look at your operations and find the repetitive, error-prone, time-consuming workflows that AI can take over — then build the systems to do it.

01

Lead Operations

Automate qualification, enrichment and routing.

Workflow4 steps
  1. Lead captures form
  2. AI scores & enriches
  3. Routed to right rep
  4. CRM updated automatically
02

Customer Support

Automate repetitive conversations and escalation.

Workflow4 steps
  1. Support ticket created
  2. AI classifies urgency
  3. Auto-resolve or escalate
  4. Agent notified if needed
03

Sales Operations

Connect CRM, communication and follow-up workflows.

Workflow4 steps
  1. Deal stage changes
  2. AI drafts follow-up
  3. Email sent automatically
  4. Activity logged in CRM
04

Data Operations

Extract, transform and deliver web/business data.

Workflow4 steps
  1. Schedule triggers scraper
  2. Data extracted & cleaned
  3. Stored in database
  4. Delivered via API/dashboard
05

Internal Operations

Automate repetitive employee workflows.

Workflow4 steps
  1. Employee submits request
  2. AI validates & processes
  3. Approval routed if needed
  4. Task completed & logged
06

Custom Software

Build systems around unique business requirements.

Workflow4 steps
  1. Requirements gathered
  2. Architecture designed
  3. Software built & tested
  4. Deployed & maintained

/ Selected Work

Systems we've built.

Client systems and products engineered by RE4LOAI. Each represents a distinct approach to AI-powered automation and software.

Client work · CRM & lead automationActive build

Restoration Connection

ProblemA restoration business with six service categories, where emergency requests, insurance-related leads, appointments, estimates, property managers and contractors each need their own handling.

System · in progressThe website, service architecture, service funnels, lead-capture forms, GoHighLevel pipelines and nine automated workflows are built. Connecting them end to end, and testing each workflow before production, is in progress.

GoHighLevelCRMPipelinesFunnelsWorkflows
Read the Restoration Connection case study
Fig. 01Lead-management system
  1. Websitesite + hubs
  2. Service6 categories
  3. Funnelper service
  4. Formrequest form
  5. CRMGoHighLevel
  6. Pipelineby lead type
  7. Workflow9 configured
  8. Follow-up / Appointment / Coordinationcustomer · contractor
AI Automation Platform

Rate2ReviewAI

ProblemBusinesses need systematic collection and response management for customer reviews across platforms.

System BuiltAI-powered review collection, sentiment analysis, and automated response system with multi-platform integration.

PythonOpenAIn8nPostgreSQLFastAPI
Fig. 02Review response pipeline
  1. Request
  2. Reviewrating + text
  3. AI · Sentiment
  4. Negative?
  5. Escalate / Auto-response
  6. Platforms
  7. Analytics
Developer Tooling

Prompt2Deploy

ProblemBridging the gap between AI prompts and production-ready deployments requires specialized infrastructure.

System BuiltPlatform that transforms AI prompts into deployable applications with built-in testing and CI/CD.

Next.jsTypeScriptSupabaseAWSDocker
Fig. 03Prompt-to-production pipeline
  1. Prompt
  2. Architecture
  3. Scaffold
  4. Tests
  5. Deploy
AI Workflow Automation

Apply4Works

ProblemJob application processes are repetitive and time-consuming for candidates and recruiters alike.

System BuiltAutomated job application system with AI-powered matching, form filling, and application tracking.

PythonSeleniumOpenAIFastAPIPostgreSQL
Fig. 04Application automation
  1. Job 01 / Job 02
  2. AI · Match
  3. AI · Tailor
  4. Auto-fillSelenium
  5. Submit
  6. Tracker
AI Agent Infrastructure

AgentFlow

ProblemDeploying and managing multiple AI agents with different capabilities requires robust orchestration.

System BuiltAgent orchestration platform with visual workflow builder, memory management, and human-in-the-loop controls.

LangChainn8nRedisPythonWebSocket
Fig. 05Agent orchestration
  1. Task
  2. AI · Planner / MemoryRedis
  3. Tool · 1
  4. Tool · 2
  5. Tool · 3
  6. Checkpoint
  7. Result

/ Products

Our own products.

We don't just build for clients. We ship our own AI-powered products and platforms — each solving a distinct operational problem.

R

Rate2ReviewAI

Review Intelligence

AI-powered review collection, sentiment analysis, and automated response management.

PythonOpenAIFastAPIPostgreSQL
Explore product
P

Prompt2Deploy

Deployment Platform

Transform AI prompts into production-ready applications with testing and CI/CD built in.

Next.jsTypeScriptSupabaseAWS
Explore product
A

Apply4Works

Application Automation

Automated job application system with AI matching, form filling, and tracking.

PythonOpenAISeleniumFastAPI
Explore product

/ Process

How we work.

A structured approach from discovery to optimization. Each phase builds on the last, ensuring nothing is left to chance.

01Discover
02Architect
03Build
04Integrate
05Deploy
06Optimize
01

Discover

We map your operations, identify bottlenecks, and define the highest-leverage automation opportunities.

Phase output
Requirements
Architecture
02

Architect

We design the system architecture, data flows, AI model strategy, and integration points.

Phase output
Architecture
Code
03

Build

We build the software, agents, and workflows with production-grade engineering and clean code.

Phase output
Code
Integrations
04

Integrate

We connect everything to your existing systems — CRM, databases, APIs, and communication tools.

Phase output
Integrations
Deployment
05

Deploy

We deploy to production with monitoring, logging, and rollback capabilities.

Phase output
Deployment
Monitoring
06

Optimize

We monitor performance, refine AI outputs, and expand automation scope over time.

Phase output
Monitoring

/ Why RE4LOAI

Concrete differentiators, not marketing claims.

We don't promise "world-class" or "industry-leading." Here's what actually makes our work different.

01

AI-First Architecture

Every system is designed with AI at the core, not bolted on as an afterthought.

02

Production Engineering

We build for real-world scale with proper error handling, monitoring, and reliability.

03

API-First Integrations

Clean, documented APIs connect your systems without fragile coupling.

04

Human-in-the-Loop

Critical decisions include human oversight where it matters most.

05

Custom Workflows

No templates. Every workflow is designed around your exact business logic.

06

Data Pipelines

Robust data extraction, transformation, and delivery systems built to last.

07

Scalable Infrastructure

Cloud-native architecture that scales with your business, not against it.

08

Real Software Products

We ship actual products, not prototypes. Production-grade from day one.

/ About

Reflowing legacy workflows with AI.

The name RE4LOAI comes from "reflow" — the process of reorganizing how work moves through a system. We reflow legacy workflows, manual processes, and disconnected systems into intelligent, automated pipelines.

We exist because most businesses have operational bottlenecks that AI and automation can eliminate — but they lack the engineering team to build the right systems. We are that team.

Our work sits at the intersection of AI engineering, automation, and custom software. We don't sell chatbots. We build production systems that think, connect, and act — integrating with your CRM, your databases, your APIs, and your people.

FocusAI + Automation + Software
ClientsInternational / US
ApproachEngineering-first
OutputProduction systems

/ Start a Project

What should we automate?

Tell us about your project. We'll get back to you within 24 hours.

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Or reach us directly

contact@re4loai.com