AI AUTOMATION / N8N / INFRASTRUCTURE

Automate the work.
Engineer the system.

We design, build and operate production-grade n8n workflows, AI agents and integrations that eliminate manual work and connect your business systems.

BUILT AROUND YOUR EXISTING STACK

n8n OpenAI Anthropic AWS Azure .NET Docker PostgreSQL Supabase HubSpot Salesforce NetSuite Odoo QuickBooks Online Slack Telegram Stripe
n8n OpenAI Anthropic AWS Azure .NET Docker PostgreSQL Supabase HubSpot Salesforce NetSuite Odoo QuickBooks Online Slack Telegram Stripe

WHAT WE BUILD

End-to-end automation engineering

View all services →

01 AUTOMATION

n8n Workflow Engineering

Custom workflows that eliminate repetitive processes and connect your existing business systems.

  • Lead routing
  • CRM automation
  • Notifications
  • Document processing
  • Reporting
  • Internal operations
n8n development →
02 AI

AI Agents & Intelligent Automation

Build AI-powered workflows that can classify, extract, research, reason and execute actions.

  • AI lead qualification
  • Document intelligence
  • Support automation
  • Research agents
  • Content workflows
  • Internal AI assistants
AI automation →

Automation isn't finished when the workflow works.

Production automation needs architecture, error handling, observability, security and infrastructure.

ARCHITECTURE

Design workflows that scale.

Modular, maintainable automation architecture built for growth and change.

RELIABILITY

Retries, fallbacks and error handling.

Graceful failure paths that keep your operations running.

OBSERVABILITY

Logging, monitoring and alerts.

Full visibility into execution health and performance.

INFRASTRUCTURE

Secure, production-ready deployment.

Self-hosted environments engineered for uptime and compliance.

WORKFLOW EXAMPLES

Systems we engineer

AI Lead Qualification

Support Automation

Document Processing

OPERATIONS VIEW

Built for production visibility

Demo interface — illustrative metrics for visualization purposes only.

AUTOMATION HEALTH
SYSTEM OPERATIONAL
Active workflows 24
Successful executions 98.7%
Avg. execution 2.4s
Errors 3
EXECUTION TIMELINE
Lead received
AI analysis
CRM updated
Slack notification
Workflow completed

HOW WE WORK

From discovery to optimization

01

DISCOVER

Identify repetitive work, bottlenecks and opportunities.

02

ARCHITECT

Design the automation and system architecture.

03

BUILD

Develop, test and validate the workflows.

04

DEPLOY

Move the system into production with monitoring and safeguards.

05

OPTIMIZE

Measure performance and continuously improve the system.

INFRASTRUCTURE

From workflow to production.

We manage the technical foundation behind your automation — deployment, data, security and reliability.

SELF-HOSTED N8N

Docker / VPS / Cloud

DATA

PostgreSQL / Redis / Supabase

SECURITY

Secrets / SSL / Access control

RELIABILITY

Backups / Retries / Monitoring / Alerts

USE CASES

High-impact automation for growing teams

Representative patterns we build for small and mid-sized companies — eliminating repetitive work across sales, finance, support, and operations.

USE CASE

Inbound Lead Routing & CRM Sync

B2B professional services 35-person firm
BEFORE
  • Form leads emailed to a shared inbox
  • Manual research and CRM data entry
  • No owner assigned until the next standup
  • Hot prospects go cold overnight
AFTER
  • Enrichment and fit scoring on intake
  • Round-robin assignment by territory
  • HubSpot or Salesforce sync with source tracking
  • Slack alert to the assigned rep instantly

Sales follows up on qualified leads the same day instead of digging through email.

USE CASE

Accounts Payable Invoice Processing

Wholesale distribution 60-person company
BEFORE
  • Vendor PDFs forwarded by email
  • Manual line-item entry into QuickBooks
  • Approval requests lost in threads
  • Month-end close delayed by backlog
AFTER
  • Invoice extraction and duplicate detection
  • Approval routing by amount and vendor
  • Ledger sync with exception queue
  • Status visible without chasing approvers

Finance stops re-keying invoices and closes books faster with auditable approval trails.

USE CASE

Customer Support Triage

E-commerce 45-person team
BEFORE
  • All tickets in one undifferentiated queue
  • Agents read every message to categorize
  • Repeat questions answered manually
  • Escalations missing order context
AFTER
  • AI classification by intent and urgency
  • Auto-replies for order status and FAQs
  • Priority routing to the right specialist
  • CRM and order data attached on escalation

Tier-1 volume handled automatically so specialists focus on complex customer issues.

USE CASE

Employee Onboarding Orchestration

Software company 80-person team
BEFORE
  • Spreadsheet checklist per new hire
  • IT account requests sent ad hoc
  • Training invites forgotten or duplicated
  • Managers unsure what is still pending
AFTER
  • Workflow triggered from HRIS hire event
  • IT, facilities, and training tasks auto-assigned
  • Manager and buddy notifications on schedule
  • Single status view across departments

Every new hire gets the same complete onboarding — without ops chasing departments.

WHY US

We engineer automation your team can run in production.

A dedicated practice for n8n, integrations and AI workflows — based in Bozeman, serving clients locally and remotely. Scoped, shipped, and supported after go-live.

Senior engineers, end to end

The people who design your architecture build the workflows and stay through deployment.

Systems, not one-off zaps

Versioned workflows, clear data boundaries and runbooks — built for change, not a single happy path.

AI where it earns its place

Deterministic automation by default; agents and LLMs when the problem actually needs them.

Your stack, extended

We integrate the CRM, ERP, support tools and APIs you already run — no forced platform churn.

Find the work your business shouldn't be doing manually.

Tell us what you're trying to automate. We'll identify the opportunities, recommend an architecture and show you what a production implementation could look like.