Scott Cunningham

Service · 04

Custom AI Tools, Models & Pipelines

Custom AI tooling that ships real work, not demos.

Custom AI tooling built around how your team actually works. Engagements cover customized AI tools and models for internal and external use, image and video generation pipelines, end-to-end content production pipelines, news and research engines, internal knowledge bases and RAG search, agent-assisted workflows, and the QA gates and team enablement that keep it all repeatable. Built with the same editorial judgement applied to every other surface, so the AI ships real work instead of toy demos.

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What's included

Deliverables.

  • 01Custom AI tools, agents, and fine-tuned models
  • 02Image, video, and content generation pipelines
  • 03Internal knowledge bases and RAG search
  • 04News, research, and reporting engines
  • 05QA gates, prompt libraries, and team enablement
Ideal for
Teams building real AI tooling, not toy demos
Engagement
Project or advisory

Related case study

AI Compute · Infrastructure

CUDO Compute

Led content and editorial strategy across CUDO Compute and CUDOS, covering AI infrastructure, GPU compute, HPC, sovereign cloud, and permissionless Web3 compute. Turned complex technical topics into clear, buyer-facing narratives across blogs, whitepapers, newsletters, landing pages, tutorials, sales enablement, and social campaigns, owning the full editorial engine for two sister brands at once and on-site coverage at the industry's biggest AI and Web3 events.

See AI tooling in action at CUDO

Other ways to work together

Engagement

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