Build the tool your workflow needs.
Connect data, combine focused jobs and give people one place to run the work.
From source to working app.
Start with a useful result. Build the work in clear steps, connect them and put a focused interface on top.
Connect the data
Use files, APIs and databases, or let a job retrieve data from an external source.
Build focused jobs
Give each calculation, check, transformation, chart or export one clear job with named inputs and outputs.
Compose the app
Chain the jobs, expose only the controls that matter and turn the complete workflow into something people can run.
Change the inputs. Run the workflow. Use the result.
This portfolio explorer shows one example. The same approach turns repeatable analysis into a focused tool, with the complete workflow behind it.
Give people the outcome without handing them code or a multi-step process.
One app. A complete workflow underneath.
Keep the data, jobs, schedules, runs and outputs together, so the tool can be reused, inspected and improved.
Built from reusable parts
Use focused jobs for each calculation, check, transformation, chart or export.
Ready to run again
Run the workflow on demand or on a schedule with new inputs.
Clear when it changes
Version the logic and review changes without rebuilding the app elsewhere.
Visible when it runs
Inspect the status, logs and output from each run.