Publishing & AI · DOYJO
Prompt Engineering for Content Workflows
Make AI instructions fit the content job. DOYJO develops prompt and editorial-lane configurations that define the audience, source standards, structure and review expectations for a workflow.
Work directly with Brian Bateman in Sheboygan, Wisconsin. Serving businesses locally and nationwide.
Build around the work that needs to happen
One generic prompt rarely fits local news, industrial articles and service copy equally well. Different lanes need different priorities and boundaries. Instructions should be tested against representative material and revised when the output fails the agreed standard.
Plan your project
111Things uses configurable editorial lanes within its newsroom approach. Bring the current instructions and examples of both useful and unacceptable output. Brian can identify whether the problem belongs in the prompt, source material, application logic or review process.
Will a longer prompt always work better?
No. Clear responsibilities, relevant context and testable requirements matter more than length. Conflicting instructions can make the result less predictable.
Original project examples
See the work in context
Explore the business need and the documented scope in each case study. Examples include client work, DOYJO-owned platforms, historical projects and clearly identified demonstrations.
111Things.com
Structured newsroom stages connect research, validation and publication requirements with AI instructions.
Read the case study →
Mac-Tech
An industrial publishing workflow incorporates expert voice, source research and topic-routing requirements.
Read the case study →
Excel Dental
A practice-specific publishing build includes dentist profiles, prompts, source policies and patient-image rules.
Read the case study →Related services
Let’s define the next step
Discuss your prompt engineering for content workflows project
Share the website or process you want to improve, the people who use it and the result you need. DOYJO can scope this as a focused service or part of a larger project. Include your timeline and investment range so Brian can explain the practical options.