I help businesses structure operations across WhatsApp, Shopify, Google tools, forms, APIs and internal workflows — transforming scattered requests into visible systems ready for AI, automation and scale.
Start lightweight: intake, states, visibility and closure. Add automation once the workflow is stable.
From ecommerce and property operations to AI workflows and service environments, the same operational principles can be adapted across multiple industries using lightweight operational systems, structured workflows and AI-ready execution.
Design and implementation of operational workflows using FBOS principles across property operations, repair workflows, service environments, logistics and multi-channel business operations.
Structured workflows · operational states · visibility · execution · operational memory
Development of Shopify ecommerce systems since 2018, including custom storefronts, payment integrations, Liquid customizations, APIs, webhooks and operational workflows designed for scalable ecommerce operations.
Liquid · APIs · Webhooks · Payments · Integrations
Implementation of AI-assisted workflows across WhatsApp, Google tools, APIs and connected operational systems designed to support scalable business execution.
Automation · APIs · AI agents · connected systems
Most small businesses do not need heavy enterprise software first. They need clarity, structure and visible operational states.
If work depends on memory and chat threads, growth quickly becomes operational drag.
FBOS transforms scattered requests into visible operational workflows connected through states, execution, automation and operational memory.
Instead of disconnected chats and manual follow-ups, requests move through a structured operational flow with visibility, ownership and AI-ready execution.
Structure first. Automation second. AI-ready operations over time.
Intake Action States Execution Memory
Operational work designed to create quick clarity and long-term structure.
Start with what is already happening in your business, then convert it into a repeatable operational flow.
A practical methodology built from years working across social media, ecommerce and digital systems to evaluate the complete ecosystem of a business, identify growth opportunities and improve operational clarity across channels and customer experience.
Social media · ecommerce · customer journey · digital strategy
Convert real business requests into an operational flow with intake, states, canvas and history.
Connect WhatsApp, Shopify, forms, AI agents, dashboards or notifications once the workflow is structured.
Simple implementation sequence focused on operational clarity first.
Colin Saunders is a product owner, systems builder and AI-driven operator based in Costa Rica. His work connects business operations, Shopify, WhatsApp workflows, automation and lightweight operational systems.
His background combines surf culture, real businesses, product development and hands-on system building.
FBOS is the lightweight operational framework behind the system. It structures requests, states, actions and history so small businesses can operate with more clarity before adding automation.
FBOS is built as an ultra-light operational system: flow-first, low-cost by design, and modular for long-term scalability across verticals.
Development starts from real operational flow (intake → action → states → closure) instead of heavy platform complexity. The principle is practical: action before data, flow before complexity, clarity before software.
FBOS runs on lightweight distributed architecture with no dedicated servers, low latency and minimal cost overhead. This keeps implementation affordable for small business operations.
The system is modular and portable, so it can scale across industries without redesigning the full foundation. It is designed to grow over years while keeping operational clarity.
Begin with a diagnostic or request a guided demo of a real FBOS workflow for your business context.
