Enterprise Systems Architecture

We build automated
revenue systems.

Neckles IO specializes in migrating operationally mature companies from rigid software rentals to high-performance, owned infrastructure.

We engineer the systems that allow organizations to scale revenue without scaling headcount.


Discuss Your Infrastructure

The Specialization.

Standard software (SaaS) forces your business to adapt to its limitations. Our firm specializes in the opposite: engineering systems that adapt to your specific operational advantage.

Human-in-the-Loop Engineering

We leverage modern open platforms and AI agents to build bespoke operational assets. This approach delivers 10x the capability of off-the-shelf tools 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.

Performance Record

Enterprise Grade. Measured Impact.

Transportation & Logistics

Automating "Quote-to-Cash"

The Mandate: A leading fleet tracking provider required a solution to accelerate deal velocity, which was stalled by manual contract generation.

The Build: We engineered a workflow that automated quote approvals and contract generation, removing human admin from the critical path.

Outcome: Accelerated ~$10M in Annual Deal Volume
National Retail Chain

Operational Mobility

The Mandate: A national pharmacy retailer needed to bridge the gap between headquarters and 1,300 field users who lacked real-time data access.

The Build: We deployed a custom mobile interface allowing real-time read/write capabilities for field teams, eliminating data lag.

Outcome: Recaptured ~2,000 Annual Labor Hours
Aviation Sector

Intelligent Issue Routing

The Mandate: A national airline required an automated triage system to handle thousands of support tickets without manual intervention.

The Build: We replaced the manual queue with an intelligent routing architecture that instantly directs high-priority issues to the correct agent.

Outcome: 100% Automation of Ticket Distribution
Modern B2B Tech

AI-Agent Data Governance

The Mandate: Eliminate the "dirty data" problem caused by manual entry of unstructured leads (business cards, emails).

The Build: We deployed an AI Agent to parse unstructured text and images, turning messy data into clean, actionable client profiles automatically.

Outcome: Zero-Touch Data Integrity
Headshot of Alejandro (Ricky) Neckles, Principal Architect and Founder of Neckles IO
Principal Architect

Alejandro (Ricky) Neckles, BASc.

Neckles IO is led by Alejandro Neckles, a Mechanical Engineer (University of Toronto) turned Enterprise Systems Architect.

His pedigree was built optimizing logistics for Telecom Giants and re-engineering support systems for National Airlines. He brings over 20 years of experience in Salesforce, Automation Design, and Enterprise Data Migration.

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.