Industrial work-instruction drafts with source context and human review.
Procedra is a product prototype that helps turn an operational request, reference documents, and video context into a structured instruction draft for expert review.
Explore eight actual application screens · English presentation · Working paper
The captured interface is in Russian and uses synthetic demo content in deterministic generation mode. It is not a live LLM result or a customer deployment.
An operator needs a draft for preparing a workplace before a shift. The task and supporting context are entered, a structured draft is created, and a reviewer inspects source-status labels, unresolved questions, and individual steps before recording a decision.
See a synthetic review handoff for the information a reviewer would need. This is an illustrative product artifact, not operational guidance or an unmodified application export.
flowchart LR
A[Task and supporting materials] --> B[Instruction draft]
B --> C[Source context and review questions]
C --> D[Expert review]
D --> E[Versioned instruction and checklist]
- Structured instruction drafts with supporting source context.
- Document and video context for reviewer consideration.
- Editing, version history, and review workflows.
- Execution checklists and an audit trail.
- Export for sharing and review.
Designed and developed by Aleksandr Shuvalov, connecting product research, AI workflows, backend development, and evaluation.
Controlled demonstration prototype. Generated drafts require qualified expert review before use. This showcase does not claim production deployment, certified safety, or measured customer outcomes.
This repository contains product screenshots, presentation links, and an illustrative review artifact only. The application source, prompts, evaluation implementation, infrastructure configuration, and development history are private.
For a product walkthrough or partnership discussion: shuv.aleksandr@icloud.com.