Builds
See how I build AI into useful workflows.
Working systems and prototypes, with examples of what they produce and the decisions people still own.
Featured build
Content Resonance Engine
Structured content review for marketing teams
Working systemTurns separate checks into a structured review, while a person keeps the final editorial decision. Brand voice, source support, and publication checks, consolidated into one review a marketer can act on.
- Produces
- One consolidated review per draft
- A person still decides
- Publish, edit, or send back
- Checks
- Brand voice, source support, publication readiness
- Timing
- Within minutes
- Agentic workflow systemIn daily useSecond BrainBriefings, meeting notes, drafts, and a knowledge base, mostly automatedConnects email, calendar, meetings, tasks, and documents, then does the synthesis: daily and weekly briefings, meeting notes filed as tasks, context-aware drafts, and a chatbot over the whole knowledge base. Every output is labeled Verified or Inference.See a morning briefing →
- Independent educational projectPrototypeVideo TranslatorTranslation and dubbing for existing lessonsExplores how translation and dubbing can make an existing educational video accessible to more learners. Any lesson available on YouTube in the learner's country can be run; language support is listed with run status.See a sample and the limits →
Read the labels
What the status means.
Not every project here is a deployed client product. Each one says what it is.
- Working system
- Runs on real inputs today and produces output someone uses. Measurements are published only once they've been taken, with the model and version noted.
- In daily use
- Built for my own work and used daily. Shown with synthetic context, so you can inspect the design without seeing anything confidential.
- Prototype
- Demonstrates an idea end to end, with known limits. Not production software, and not described as if it were.
Want one of your own?
The same approach, applied to your workflow.
Every build here started as a mapped workflow with named owners and a review step. That's the Design Sprint. The Build turns an approved design into a running system.
Before you automateWorkflow Design SprintOne workflow mapped as it is and as it should work, plus a specification someone can build.2 weeksFixed feeImplementationAutomation BuildAn approved design turned into a working automation with access rules, human review, testing, and training.4–6 weeksFixed fee
Bring the workflow you'd like to see built this way.
Free introductory conversation. No preparation required.
Book a 30-minute call