Turn messy workflows into clear operational analysis.
Workflow Translator analyzes informal business processes described in plain language and converts them into structured workflow stages, operational gaps, risk areas, KPI suggestions, and improvement recommendations.
It is built as a lightweight operational analysis tool for small businesses, service businesses, operations managers, coordinators, and teams running processes manually across texts, spreadsheets, calendars, DMs, and disconnected tools.
https://workflow-translator.replit.app
Users describe how work currently happens in their business or team.
Example:
"Clients message us on Instagram or text. We check a shared spreadsheet, manually assign staff, sometimes double-book, and follow up if we remember."
The app generates a structured workflow analysis including:
- Workflow summary
- Workflow stages
- Operational gaps and friction points
- Risk severity indicators
- Top recommended improvements
- Suggested operational structure
- Measurement/KPI suggestions
- Expected operational outcomes
The goal is to help teams:
- identify operational bottlenecks
- reduce scheduling and communication failures
- clarify ownership and handoffs
- improve process consistency
- understand what to improve first
Workflow Translator is currently operating in an early public MVP / validation phase.
Users can:
- run up to 2 free workflow analyses
- generate structured operational reports
- export free reports to PDF
- create accounts and save reports
- join the waitlist for future expanded-report access
Future expanded-report access is planned for:
- expanded Process Flow detail
- Recommended System Structure detail
- Measurement Suggestions detail
- deeper prioritization and next-step guidance
Stripe infrastructure exists in the codebase but is intentionally disabled during the current validation phase.
- React
- TypeScript
- Tailwind CSS
- Replit
- Clerk Authentication
- Replit Postgres
- Drizzle ORM
- Express.js
- OpenAI API
Transforms unstructured workflow descriptions into structured operational reports.
Highlights:
- unclear ownership
- manual process risks
- communication gaps
- duplicate work
- scheduling failures
- reporting inconsistencies
Breaks workflows into:
- stages
- entry triggers
- exit conditions
- operational goals
Authenticated users can save reports to their account.
Captures user interest for future expanded-report functionality.
Users can print or export workflow analyses to PDF.
- Client onboarding workflows
- Scheduling and dispatch workflows
- Intake and follow-up processes
- Spreadsheet-driven operations
- Manual approval processes
- Team handoffs
- Lead tracking workflows
- Service business operations
- Operations cleanup and standardization
Many small businesses and operational teams run critical workflows across:
- texts
- spreadsheets
- DMs
- shared calendars
- memory
- disconnected tools
This creates:
- missed follow-ups
- duplicate work
- scheduling conflicts
- unclear ownership
- reporting problems
- operational risk
Workflow Translator aims to make operational structure more accessible without requiring formal consulting engagements or enterprise process-mapping tools.
npm install
npm run devEnvironment variables required may include:
OPENAI_API_KEY=
DATABASE_URL=
CLERK_SECRET_KEY=
VITE_CLERK_PUBLISHABLE_KEY=Additional Stripe variables exist in the codebase for future functionality but are not currently required for the public MVP.
Active MVP / validation stage.
Current focus:
- usability testing
- waitlist growth
- operational feedback
- refining workflow outputs
- improving report quality and structure
Workflow Translator generates AI-assisted operational analysis based on the workflow description provided by the user. Outputs should be reviewed, validated, and adapted before being used for formal documentation, system design, staffing decisions, or implementation planning.
Built by Amy Frank.
LinkedIn:
[https://www.linkedin.com/in/amy-e-f94/]