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Enterprise Systems Architecture

We build automated revenue systems.

Neckles IO helps established businesses replace rented software with systems they own. Quotes go out the same day, leads stop falling through the cracks, and growth stops meaning more admin work. You do not need to speak software. That is our job.

Discuss Your Infrastructure

The Specialization.

Off-the-shelf software forces your business to adapt to its limitations. We build the opposite: systems shaped around the way your business actually runs. And we are fluent in the languages your operation speaks (owner, accountant, sales floor, and software) so you never have to learn ours.

Human-in-the-Loop Engineering

We build bespoke operational assets on modern open platforms, using AI agents where they earn their place. The result is a system that does more than the off-the-shelf tools it replaces, at a fraction of the long-term operating cost.

Our role is Governance & Architecture.

Automation requires strict engineering discipline. We bridge the gap between AI capabilities and business logic, ensuring your system improves the user experience rather than complicating it.

The Platform

We run on what we sell.

Neckles IO operates on its own Sovereign Core: a self-hosted Twenty CRM that dispatches AI agents through n8n pipelines to do real delivery work, run like an assembly line. Every system we deliver to a client is built on the same architecture and proven on ours first.

Agents Under Governance

No agent runs unsupervised, and no agent works from memory. Every operating procedure is codified as a skill the agents load and follow, so the work runs the same way every time. Plans are validated before a single token is spent, output passes mechanical checks and an independent review before it ships, and watchdogs catch and recover stalled work automatically.

Isolation by Architecture

Each client runs behind its own security gateway with its own credentials, injected server-side and never visible to the agent. One client's systems cannot reach another's. Our own operations follow a strict zero-PII standard.

The Documented Exit

Sovereignty means you can leave. Every engagement ends with a written handover that transfers infrastructure, accounts, and ownership to your team, including a clean-break option with no ongoing dependency on us.

Performance Record

Named Work. Measured Impact.

Real systems, real names, checkable claims. Browse all case studies →

Our Own Business · Sprout IQ

We Migrated Ourselves First

The Mandate
Sprout IQ is our own publishing business, and it ran on Pipedrive and rented tools. Before asking any client to trust the approach, we ran the full protocol on ourselves.
The Build
A four-phase migration (audit, build, migrate, train) onto self-hosted Twenty CRM. Over 8,000 company records enriched and checked by AI under strict validation, roughly 1,400 contacts migrated with spot-checks and rollback scripts, and 117 automation workflows in production as of June 2026, all deployed from version control. The public site was rebuilt from Webflow to Astro with search rankings protected across 795 pages.

Outcome: The Production Proof: We Run On What We Sell

Read the case study →

Local Retail Commerce · Sheds For Less

Dealer Network Portal and Lead Distribution

The Mandate
A multi-dealer shed retailer had no system to distribute leads from paid ad campaigns to the right dealer, track follow-up, or manage dealer commissions. Every inbound lead arrived by email and was worked manually.
The Build
A login-protected dealer portal where each dealer sees only their assigned leads. Isolation is enforced at the database, not just the interface. The moment a lead is assigned, the dealer is notified automatically with full contact and site details. Admins track commission status across the network from a single view.

Outcome: 80% of Pre-Launch Inventory Reserved Before Opening Day

Read the case study →

Home Accessibility · Westlake Home Safety

Lead-to-Install Operating System

The Mandate
A Belleville home-accessibility installer needed every ad-driven lead tracked from first click to finished installation, not worked out of an email inbox.
The Build
An accessibility-first site built for a 55+ audience, a job portal where installers see only their own assigned work (enforced at the database), automated job-assignment notifications, and dual-path lead capture that keeps working even if one service goes down.

Outcome: Every Lead Tracked, From First Click to Finished Install

Read the case study →

Retail & E-Commerce · NRG Alternatives

QuickBooks to Shopify Catalogue Migration

The Mandate
A lighting retailer's product catalogue lived in QuickBooks. Getting online meant either weeks of retyping or a migration done properly.
The Build
A resumable, duplicate-safe migration pipeline moved the full catalogue (products, variants, and collections) into Shopify, with every API write routed through an isolated client gateway.

Outcome: Full Catalogue Live on Shopify

Read the case study →

Career Record · Enterprise Engagements Before Neckles IO

The firm's engineering discipline was forged at enterprise scale. These engagements predate Neckles IO and are kept anonymous.

Transportation & Logistics

Automated quote-to-cash for a leading fleet tracking provider.

~$10M in Annual Deal Volume Accelerated

National Retail Chain

Real-time mobile data access for 1,300 pharmacy field users.

~2,000 Annual Labour Hours Recaptured

Aviation Sector

Intelligent routing replaced a national airline's manual support queue.

Ticket Routing Fully Automated at Handover

Modern B2B Tech

AI agents turned unstructured leads into clean, actionable client profiles.

Zero-Touch Data Integrity

Alejandro (Ricky) Neckles, Principal Architect of Neckles IO

Principal Architect

Alejandro (Ricky) Neckles, BASc.

Neckles IO is led by Alejandro Neckles, an enterprise systems architect who holds a BASc in Mechanical Engineering from the University of Toronto.

His record was built optimizing logistics for telecom giants and re-engineering support systems for national airlines: more than 20 years across enterprise systems, including Salesforce, automation design, and enterprise data migration.

He is fluent in the languages a business actually runs on (owner, bookkeeper, sales floor, and software) and translates between them daily. Clients describe how the work should flow; he handles everything technical.

Alejandro founded Neckles IO to help operationally mature companies navigate the transition from “Rented Software” to “Owned Intelligent Systems,” ensuring clients have the experienced engineering discipline required to deploy these tools safely.

Connect on LinkedIn

Writing

From the work.

Observations from real engagements, written for operators trying to solve the same problems. Browse all articles →

CRM Migration

Migrating from Pipedrive to a Self-Hosted Twenty CRM: A Four-Phase Playbook

CRM migrations fail in predictable ways. The playbook we actually use (audit, implementation, migration, training), with each phase closed by a client sign-off gate.

Read →

Sovereign Infrastructure

Should You Self-Host Your CRM? An Honest Decision Guide

Self-hosting is right for some businesses and wrong for many. The disqualifiers, the real operational burden, the real gains, and five questions to answer before committing.

Read →

E-Commerce Operations

Moving a Product Catalogue from QuickBooks to Shopify Without Wrecking the Store

Manual retyping and one-shot CSV imports both fail. What a catalogue migration looks like when it is built like infrastructure: batched, checkpointed, safe to re-run.

Read →

Web Replatforming

Leaving Webflow Without Losing Your Rankings: An SEO-Parity Replatform

Rankings live at URLs. How to replatform off a website builder with the search equity intact, verified before cutover.

Read →

Automation Engineering

Version Control for n8n: Running 100+ Production Workflows from a Repository

Browser-edited automation has no history, no review, and one person's memory as the system of record. Workflows are code. Treat them that way.

Read →

Revenue Operations

The Moment Your CRM Starts Costing You Deals

The warning signs are rarely dramatic. A quote takes two days instead of two hours. A deal sits at ninety percent for three weeks. That is a workflow problem, not a sales problem.

Read →

Operational Mobility

Field Teams Don't Have a Technology Problem

A field operation working from yesterday's data is not a technology failure. The data exists. It just lives in a system back at the office. The fix is access, not software.

Read →

Dealer Operations

Why Most Dealer Networks Run on Spreadsheets and Group Texts

Enterprise dealer platforms are built for franchisors with hundreds of locations. For a network of five to twenty dealers, they are the wrong answer, and most operators know it.

Read →

Support Operations

The Ticket Volume Trap

When support volume goes up, the instinct is to hire. The companies that break the volume-to-headcount relationship look at routing, not staffing.

Read →

Data Governance

Your CRM Data Is Dirty Because of How Leads Enter It

Clean data is a downstream problem. By the time someone runs a deduplication script, the damage was done at intake. The fix is not better data entry training.

Read →

Questions

Direct answers.

What does Neckles IO do?

Neckles IO engineers owned revenue systems: CRM migrations from platforms like Pipedrive and Salesforce to self-hosted Twenty CRM, workflow automation in n8n, AI agents deployed under engineering governance, client and dealer portals, and e-commerce data migrations such as QuickBooks to Shopify.

What technology does Neckles IO build on?

Open platforms the client can own outright: self-hosted Twenty CRM, n8n for automation, Supabase for portals and data, Shopify for commerce, Astro and Cloudflare for the web layer, and AI agents governed by quality gates and per-client security isolation.

What does sovereign infrastructure mean?

The client owns the servers, the data, and the system, not a vendor. Every Neckles IO engagement ends with a documented handover that transfers accounts, infrastructure, and ownership to the client, including a clean-break option with no ongoing dependency on Neckles IO.

Who does Neckles IO work with?

Owner-operated and mid-size companies (primarily in Ontario, and remotely across Canada and the United States) that have outgrown rented SaaS workflows and need systems built around how they actually operate.

Do I need to be technical to work with Neckles IO?

No. You describe how the work should flow in your business; we handle everything technical and hand you a system your team can run. We translate between the languages your operation speaks: owner, accountant, sales floor, and software. You never have to learn ours.

Where is Neckles IO located?

Neckles IO is based at 233 Front Street, Belleville, Ontario, Canada, and serves clients across Canada and the United States.

Own your operations.

Tell us what you are working on. We will let you know if we can help and what that looks like.

Based in
Belleville, Ontario, Canada