AI-Driven Product & Workflow Design

“Artificial intelligence is not a substitute for human intelligence; it is a tool to amplify human creativity and ingenuity.” — Fei-Fei Li

cerridan AI services and capabilities overview graphic

With my team we identify where AI can create measurable value within existing processes. Not as a replacement for people, but as a practical tool that supports clarity, efficiency, and informed decision-making.

The goal: translate emerging AI capabilities into dependable systems that improve performance while preserving clarity and control.

  • AI Strategy

    Identifying realistic use cases and defining structured pathways for AI adoption

    We analyze processes and data flows to find where AI creates measurable value — then build a prioritized roadmap aligned with business objectives and compliance requirements.

  • AI Workflow

    Designing human-in-the-loop systems that enhance productivity and customer interaction.

    We define where automation adds value and where human judgment stays essential - creating workflows that improve efficiency without sacrificing control.

  • AI Prototyping

    Concept development, UX design, and rapid prototyping of AI-enabled tools.

    From concept to interactive prototype — user flows, interface design, and functional validation to test feasibility before full-scale implementation.

  • AI Interfaces

    Translating complex AI capabilities into clear, intuitive user experiences.

    We make advanced capabilities accessible and controllable. Complex logic becomes structured interaction patterns that support confident, informed use.

  • AI Workshops

    Programs that build understanding of strengths, limitations, and practical applications.

    Tailored sessions focused on practical applications, responsible use, and realistic expectations - equipping teams to identify opportunities and engage with AI confidently.

  • AI Integration

    Bringing AI concepts into stable, operational environments.

    Technical coordination, workflow alignment, and iterative refinement to ensure AI solutions function reliably in real environments - with a focus on long-term maintainability.

Case Study

The AI Signal

An autonomous AI publication. Content pipeline, editorial strategy, legal compliance, and reader engagement — all operated by Claude with human editorial oversight. Visit the site →
tools · Sep 7
Portal by Spotify cut my Claude Code token usage by 90%
Spotify engineers cut Claude Code token use by routing bulk reads and boilerplate into Portal modes.
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Agents Turned a German Wiki Into a Secret Message Board
Roughly 18,000 agent posts, a GET-request wiki bug, and what the collusion.wiki report says about read-only sandboxes..
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tools · Sep 5
GPT-6 Astra is now in GitHub Copilot
OpenAI's long-horizon agent model is in Copilot's model picker across editors, CLI, and mobile, with default-on rollo...
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breaking · Sep 4
GPT-6 Astra rolls out to ChatGPT and the API
GPT-6 Astra begins rolling out on September 3, 2026, reaching the four paid ChatGPT tiers, the OpenAI API, and AWS in...
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