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Workflow Automation & AI Engineering

Automate repetitive processes so your team can focus on high-value work.

We build custom automation pipelines and internal AI assistants using n8n, Make, and modern LLM APIs. Lead routing systems, document extraction, CRM synchronization, and RAG chatbots that run reliably 24/7.

Custom n8n & Make Workflows Grounded RAG Architecture Encrypted API Secrets
AI Agents
24/7 Autopilot
n8n + Make
Auto Pipelines
Trigger.webhook ● VECTOR RAG 99.98% SUCCESS 0% HALLUCINATION LLM Latency < 180ms Token Stream Live Auto CRM Sync ✔ DISPATCHED 24/7
RAG
Grounded RAG
0% Hallucination
+65% Automation
Zero Manual Tasks
Scoped
High-ROI use cases mapped before building
Alerted
Real-time error notifications to Slack or Teams
100%
Full IP, source scenarios & credential handover
The Efficiency Bottleneck

Stop losing hours to manual data entry and disconnected software

Growing businesses lose dozens of hours every week copying data across web forms, spreadsheets, CRMs, and email threads. When manual steps fail, deals slip through the cracks and customer response times suffer.

We build custom automation pipelines and internal AI assistants tailored to your actual software stack using n8n, Make, and modern LLM APIs.

Data Privacy Standard: Your business data never trains public AI models. All API keys and environment variables remain encrypted in your dedicated workspace.

Resilient Pipelines vs. Fragile Zapier Scripts

Auto Retries

Simple no-code zaps fail silently when an API rate-limits. We build error fallback branches and automated notification webhooks so no lead or transaction is ever lost.

Grounded RAG Knowledge vs. Generic Chatbots

Fact Checked

Our custom AI assistants only answer using your verified internal documentation and company knowledge base, refusing to invent inaccurate answers.

Self-Hosted Ownership vs. Per-Seat SaaS Subscriptions

Full Control

We configure workflows on your self-hosted n8n instance or company Make account, handing over full credentials, documentation, and video SOPs at launch.

Core Capabilities

What we build in AI & workflow automation

From focused CRM pipelines to custom enterprise RAG AI assistants and document processing systems.

n8n & Make Workflows

Primary

Multi-step automated workflows connecting CRMs, databases, email providers, and webhooks to eliminate repetitive administrative tasks.

RAG AI Chatbots & Assistants

Primary

Custom AI assistants grounded in your internal documentation, product guides, and FAQs — delivering accurate answers without hallucination.

Lead Capture & CRM Automation

Instant form submission enrichment, automated lead scoring, CRM deal creation, and multi-channel team notifications.

Document & PDF Extraction

Automated OCR and LLM-driven structured data extraction from invoices, contracts, receipts, and customer emails into your database.

API & Webhook Integrations

Custom bridge services connecting legacy software with modern cloud APIs using typed JSON payloads and secure authentication.

Error Handling & Alert Systems

Built-in retry logic, dead-letter logging, and real-time failure alerts sent to Slack or Teams to prevent silent workflow breakdowns.

Complete Scope

Everything included in our AI & automation services

Engineered around your tools and security protocols. Scoped to deliver immediate operational efficiency.

Workflow Automation

7 Checkpoints
  • Custom n8n self-hosted / cloud setups
  • Make (Integromat) scenario architecture
  • Webhook trigger & event routing
  • Scheduled data synchronization jobs
  • Multi-branch conditional decision trees
  • Data transformation & JSON formatting
  • Automated PDF & invoice generation

AI & Custom Assistants

7 Checkpoints
  • Custom RAG knowledge base engineering
  • Vector embeddings (Pinecone, Supabase)
  • OpenAI API & Anthropic model integration
  • Hallucination mitigation & prompt tuning
  • Multi-channel bot embeds (Web, WhatsApp)
  • Human-in-the-loop handoff mechanisms
  • Voice & multimodal query processing

CRM & Database Sync

7 Checkpoints
  • HubSpot, Salesforce & Pipedrive sync
  • Slack & Microsoft Teams alert bots
  • Google Workspace & Notion automation
  • PostgreSQL & Supabase data pipelining
  • E-commerce order event triggers
  • Automated email sequence dispatch
  • Custom REST API webhook middleware

Reliability & Maintenance

7 Checkpoints
  • Exponential backoff retry mechanisms
  • Error logging & dead-letter tracking
  • Least-privilege API secret protection
  • Execution time & latency optimization
  • Full workflow documentation & training
  • Staging test environments
  • Dedicated ongoing support & monitoring

Have a multi-app workflow you want to automate?

Our automation engineers will review your tool stack and diagram a clear end-to-end integration blueprint.

Review Workflow
Our Principles

How we approach automation, and what we avoid

Automations must be robust, private, and simple to maintain without requiring daily developer babysitting.

Talk to an automation specialist
01 / STANDARD

Scoped for clear ROI

We analyze your actual team bottlenecks first. We only automate processes where the time and operational savings deliver clear, measurable value.

02 / STANDARD

Grounded, accurate AI

Our AI assistants rely on strict RAG context and deterministic prompt boundaries, ensuring answers come strictly from your verified documentation.

03 / STANDARD

Resilient error handling

Every automated pipeline includes automatic retries, fallback branches, and instant alerts so single API timeouts never cause silent failures.

04 / STANDARD

Strict data privacy

Your data is never used to train public models. We use zero-retention API endpoints and private self-hosted automation infrastructure.

05 / STANDARD

Full handover & source access

All workflows, custom code, API credentials, and documentation belong 100% to you. We provide step-by-step handover sessions.

06 / STANDARD

No vendor lock-in

We build on portable platforms like n8n, standard Python, and open API specifications, freeing you from restrictive per-user software subscriptions.

Workflow

Our automation development process

From workflow mapping to sandboxed API testing and monitored live release.

01 Phase 1

Discover & Map

We map your existing manual workflows, identify key bottleneck points, and document data field schemas across all target tools.

02 Phase 2

Architecture & Security

We establish API connections, configure least-privilege tokens, design error branches, and set up vector storage if building AI bots.

03 Phase 3

Build & Train

We build visual scenarios in n8n/Make, test edge case payloads, tune prompts, and validate hallucination boundaries.

04 Deploy

Deploy & Monitor

Live deployment with error alert hooks in Slack/Teams, complete video walkthrough documentation, and full credential handover.

Our Toolkit

Built with reliable, modern web technologies

Astro
Astro
Framework
React
React
Library
TypeScript
TypeScript
Language
JavaScript
JavaScript
Language
Node.js
Node.js
Runtime
Express
Express
Framework
MongoDB
MongoDB
Database
PostgreSQL
PostgreSQL
Database
Supabase
Supabase
Backend
WordPress
WordPress
CMS
WooCommerce
WooCommerce
eCommerce
Tailwind
Tailwind
CSS
GSAP
GSAP
Animation
Three.js
Three.js
3D
OpenAI
OpenAI
AI
Astro
Astro
Framework
React
React
Library
TypeScript
TypeScript
Language
JavaScript
JavaScript
Language
Node.js
Node.js
Runtime
Express
Express
Framework
MongoDB
MongoDB
Database
PostgreSQL
PostgreSQL
Database
Supabase
Supabase
Backend
WordPress
WordPress
CMS
WooCommerce
WooCommerce
eCommerce
Tailwind
Tailwind
CSS
GSAP
GSAP
Animation
Three.js
Three.js
3D
OpenAI
OpenAI
AI
OpenAI
OpenAI
AI
Three.js
Three.js
3D
GSAP
GSAP
Animation
Tailwind
Tailwind
CSS
WooCommerce
WooCommerce
eCommerce
WordPress
WordPress
CMS
Supabase
Supabase
Backend
PostgreSQL
PostgreSQL
Database
MongoDB
MongoDB
Database
Express
Express
Framework
Node.js
Node.js
Runtime
JavaScript
JavaScript
Language
TypeScript
TypeScript
Language
React
React
Library
Astro
Astro
Framework
OpenAI
OpenAI
AI
Three.js
Three.js
3D
GSAP
GSAP
Animation
Tailwind
Tailwind
CSS
WooCommerce
WooCommerce
eCommerce
WordPress
WordPress
CMS
Supabase
Supabase
Backend
PostgreSQL
PostgreSQL
Database
MongoDB
MongoDB
Database
Express
Express
Framework
Node.js
Node.js
Runtime
JavaScript
JavaScript
Language
TypeScript
TypeScript
Language
React
React
Library
Astro
Astro
Framework
Case Studies

Automation outcomes from real client implementations

Support Automation • Custom RAG Bot

Quantum AI Chatbot

Built a multi-channel AI customer assistant trained on 500+ documentation articles with streaming responses and automatic human-agent handoff.

Key results:
78%
auto-resolved queries
-90%
response time
Read the case study
B2B Sales • n8n Pipeline

Automated Lead Qualification

Connected web lead capture forms to data enrichment, CRM deal creation, and instant team notifications for rapid follow-up.

Key results:
<2min
lead response time
+40%
pipeline qualification
Read the case study
Finance Ops • OCR & Make

Invoice & Document Pipeline

Automated parsing of vendor invoice attachments from shared email inboxes, validating tax amounts and syncing records to accounting databases.

Key results:
100%
data extraction accuracy
25hrs
saved per week
Read the case study
Recent Work

Real projects built for real businesses

Explore our recent website launches and case studies. Each project was built from scratch to solve specific business needs — from dealership inventory discovery to local contractor dispatch.

FAQ

Common questions about our AI & automation services

What platforms and tools do you use for workflow automation?

We primarily build using self-hosted or cloud n8n instances and Make, along with custom Python/Node.js microservices and enterprise LLM APIs (OpenAI, Anthropic). This gives you reliable multi-step integrations across your forms, CRMs, databases, email services, and internal communication channels without monthly per-seat licensing penalties.

How do custom AI chatbots and assistants work with our data?

We build assistants using Retrieval-Augmented Generation (RAG). We convert your documentation, product catalogs, support guides, or internal PDFs into searchable vector embeddings. When a customer or team member submits a question, the system retrieves only verified passages from your knowledge base and generates an accurate response with citations.

Can you automate our lead qualification and CRM pipeline?

Yes. When a new inquiry arrives via your website, form, or WhatsApp, the automation cleans the submission, enriches business information, evaluates lead intent, sends an instant confirmation email, creates a deal in your CRM (HubSpot, Salesforce, Pipedrive), and alerts your sales team via Slack or Microsoft Teams.

Is our business data secure when using your AI tools?

Yes. We configure integrations using enterprise API endpoints that do not retain or train on your proprietary inputs. We follow least-privilege token permissions, encrypt credentials at rest, and can host workflows on your own private cloud server for complete data isolation.

How do you handle document parsing and automated data entry?

We build automated document pipelines that extract structured JSON data from incoming invoices, purchase orders, receipts, contracts, or email attachments using optical character recognition (OCR) and vision models, writing directly into your database or accounting software.

What happens if an external API or webhook encounters an error?

Every automated pipeline includes dedicated error-handling branches, automatic retry mechanisms with exponential backoff, dead-letter error logs, and immediate alert notifications sent to your engineering or operations channel so issues get flagged immediately.

Will our internal team be able to manage and modify the workflows?

Yes. We provide organized visual flow diagrams, environment variable documentation, and video walkthrough sessions so your team can inspect logs, update prompt instructions, and change API credentials without needing external help.

How is a custom automation different from off-the-shelf SaaS bots?

Off-the-shelf bot tools charge steep monthly per-user fees, lock you into rigid templates, and offer shallow integration options. Custom workflows and RAG assistants are engineered around your specific database schemas and business logic, with complete code ownership and zero recurring seat costs.

How long does it take to build an automation pipeline?

A focused workflow automation or website AI assistant typically takes 2 to 3 weeks from technical scoping to production release. Multi-system enterprise integrations with custom RAG knowledge bases take 4 to 6 weeks.

What ongoing maintenance and monitoring do you provide?

We offer monthly maintenance plans covering execution health checks, API version upgrades, vector database refreshes, prompt optimization, and on-demand developer support.

Direct Advisory

Let’s automate the manual bottlenecks in your business.

Tell us about your repetitive manual tasks and current software stack. Our automation team will review your requirements and reply within 24 hours with a practical implementation plan.

Client Commitments

  • Guaranteed technical reply within 24 hours
  • Mutual NDA executed upon request before review
  • Full intellectual property & API credential ownership
  • Fixed-scope milestone pricing or monthly sprints
  • Enterprise data privacy & zero public model training