Tom Morrison
I build AI systems that make running a business feel effortless. ai - your AI co-founder that works inside your tools, connects your systems, and automates the work so you can stay focused on what matters.
About
I build AI systems that make running a business feel effortless.
I’m building webmoz.ai - your AI co-founder that works inside your tools, connects your systems, and automates the work so you can stay focused on what matters.
My focus is on creating AI-native workflows - systems built from the ground up to think, reason, and act alongside humans.
Using techniques like retrieval-augmented generation (RAG), agentic reasoning, and human-in-the-loop oversight, I design AI that pulls the right data, completes tasks, and keeps you in control - freeing you up to make better decisions, faster.
I started out with a business degree in Accounting & Finance, which gave me a deep understanding of how companies operate at a transactional level. About 8 years ago, I began teaching myself software development, shifting from finance into tech to build systems that connect business logic with automation and AI.
Most businesses don’t need more tools - they need the right systems to make their tools work together. That’s where AI becomes powerful: when it understands your context and executes across operations instead of just spitting out answers.
Everything I build follows two principles:
- Keep it frictionless: AI should remove effort, not add more.
- Build from first principles: Rethink workflows to be AI native.
I work with founders and teams to automate intelligently - connecting data, workflows, and systems so their business runs smoother, faster, and smarter.
If you want AI that helps you operate like a larger team - without the overhead - that’s where I can help.
- 6 years' experience
- Joined January 2026
Industry experience
- Software & Internet
- Professional Services
- Financial Services
- Media & Entertainment
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Work experience· 4 roles
Led end-to-end product architecture and AI-native automation initiatives; designed agent-based orchestration and retrieval-augmented workflows; integrated external systems via APIs; built backend services in Python and Node.js; implemented scalable, auditable, and maintainable systems across finance, operations, and data platforms.
Designed and built AI-native systems that automate real business operations across tools, data, and workflows. Developed agent-based architectures using retrieval-augmented generation (RAG), agentic reasoning, and human-in-the-loop oversight for reliable, context-aware execution. Built backend services in Python and Node.js to orchestrate data pipelines, long-running tasks, and system actions. Integrated AI agents with external systems via APIs and MCP servers to perform actions inside business software. Architected event-driven automation flows focused on scalability, fault tolerance, and observability. Led end-to-end product architecture, from system design through implementation and iteration.
NetSuite Alliance Partner focusing on automation architecture, API design and integrations, and production-grade automation across NetSuite platforms.
Education
Certifications and awards· 8
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