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Document-to-Structure Suite

Enterprise Process Modeling · Content Generation / Structured Drafting

Source documents turned into structured models, SOPs and job aids

A process-improvement consultancy sells software that turns process documentation into structured models. Datics built it into a subscription product across six releases: Word and PDF in, standard BPMN 2.0 models out, then SOPs, job aids, analysis and a full versioned editor.

Status
Live; sixth release in delivery
Engagement
January 2025 to present, six releases
Content generationDocument AIVersioned releases

Content Generation / Structured Drafting

Model & Edit

Where the structure is generated and refined in the editor.

  • Documents to models
  • SOPs and job aids
  • Versioned editor
  • Subscriptions

Subscription SaaS with plan-based access.

Simplified view of what Datics built

The starting point

The product's first version parsed process documents into BPMN models with Visio and PDF export.

What had to change

It needed to become a product people could buy and rely on: accounts and security, subscriptions, reliable exports and more of the documents process teams actually produce.

What couldn't break

Every release had to stay faithful to the source document and to the BPMN standard customers already use, while existing customers kept working.

Why this was hard

Generated output has to follow a strict standard exactly, export cleanly to tools like Visio, and stay traceable to the source, release after release.

What Datics changed

Datics delivered six releases: parsing and BPMN generation with Visio export; accounts, admin and security; Stripe subscriptions with plan-based access and a free trial; SOP and job-aid generation, AI process analysis and a rule engine for process-improvement checks; a full versioned model editor; and work instructions, RACI, Spanish, image-to-model and a retrieval-based support assistant.

One continuing product, released version by version from 2025, with the latest release moving hosting to containers on AWS.

Documents to models

Word and PDF material turned into BPMN 2.0 models and Visio exports.

SOPs and job aids

Standard operating procedures, job aids and work instructions generated from the model.

Versioned editor

A full editor with versions, so people refine what the AI drafts.

Subscriptions

Stripe tiers, plan-based access and a free trial.

How it works

Connects to: Stripe billing, marketing email sync and Visio export.

  1. 1

    Parse

    Where source documents are interpreted.

  2. 2

    Model & Edit

    Where the structure is generated and refined in the editor.

  3. 3

    Generate & Export

    Where SOPs, job aids and exports are produced.

Runs within: Subscription SaaS with plan-based access.

Engagement at a glance

Process teams go from a document to a standard model and the SOPs and job aids built on it, inside one product.

Releases
V1 through V6
Output
BPMN models, SOPs, job aids, work instructions
Status
Live subscription product

Under the hood

Datics role
Product management, business analysis, full-stack and AI engineering, QA and DevOps across six releases.
Integrations
Stripe billing, marketing email sync and Visio export.
Deployment
AWS (containers on ECS Fargate, Terraform).
Production boundary
Subscription SaaS with plan-based access.

Technology

Next.jsSupabaseOpenAI and Claude APIsAWS ECS FargateTerraformStripe

What this unlocked

The same document-to-structure engine powers Course Builder, which drafts courses, job aids and quiz items from SOPs and policies.

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