Procedra

Industrial work-instruction drafts with source context and human review.

I designed and developed the application end to end. These actual application screens demonstrate a synthetic workplace-preparation scenario using deterministic generation, not a live LLM result. The captured interface and document content are in Russian; the walkthrough below explains each stage in English.

Controlled demonstration prototype. Not certified safety guidance or evidence of production deployment. Generated drafts require qualified expert review before use.

01 / Task to draft

Instruction generator

The operator supplies the task, equipment, workplace, and supporting context. A structured draft is presented alongside its status and generation mode. User input remains distinct from verified information.

Procedra task input and generated draft

02 / Traceability

Claim provenance

Claims carry identifiers and source-status labels, such as user claim or retrieved, unverified information. Source presence does not automatically establish factual correctness.

Claim provenance and source-status labels

03 / Validation

Structure checks and review questions

Deterministic checks help identify missing sections and unresolved review requirements. A structure score is not a measure of technical accuracy, legal compliance, or operational safety.

Structural validation and expert-review requirements

04 / Supporting context

Source inspection

Reviewers can inspect retrieved references, relevance indicators, and selection reasons. Applicability and reliability must still be assessed by a qualified person.

Retrieved sources with relevance and selection context

05 / Execution workflow

Step-by-step checklist

The draft can be explored as a checklist with expected outcomes and safety prompts. These screens demonstrate the interface, not authorization to execute a real industrial task.

Instruction converted into a step-by-step checklist

06 / Human review

Structured editor

A reviewer can edit purpose, scope, equipment, requirements, and individual steps, then re-run validation. The document remains a draft until the review workflow is completed.

Structured instruction editor

07 / Accountability

Version history and review

Saved versions, reviewer decisions, and workflow states make changes inspectable. Approval is a recorded human decision, not a substitute for checking local applicability.

Version history and review actions

08 / Interoperability

Structured export

The same draft can be inspected as JSON or exported as Markdown and PDF for review. Public presentation materials do not include application source, proprietary prompts, or customer documents.

Machine-readable instruction JSON and export options