Make the work explicit.
Optophi's workspace direction brings configuration, scoped decisions and outcomes into one understandable path. Data pipelines and business operations are applications of the same journey.
Connected native execution is still in development. The sequence below is an illustration, not a running workspace.
A clear path from intent to outcome.
Define the work, check its boundaries, act deliberately and inspect the result. The connected workspace journey is in development.
Illustration only · no connection, external action, native validation or stored audit record. These controls change the preview in your browser.
Check a sample batchPyCharter · data-contract role · illustrative roles, availability differs
Start with one useful job.
A real workflow declares its inputs, permitted tools and output destination before connecting them.
Keep the task, its rules and its results together.
For developers and teams building repeatable data and agent tasks, the integration work includes connecting configuration, checks, execution results and recovery. Optophi is being built to bring those steps into one supported path, with files people and agents can review.
When you assemble the pieces yourself, you choose and maintain how those steps fit together. Optophi's specialist packages can also be used independently, and an existing scheduler can remain the execution host where its integration is supported.
Business workflows need a shared definition too. Work with agents to establish lifecycle states, conditions and actions, then evaluate a proposed change with PyStator's independently usable Python engine.
Start with a result you can inspect today.
The recorded price-batch example includes the input, contract, rejected records and corrected result. Open the files and reproduce the check locally. The connected workspace Create, review, run and recovery journey is still in development.
Use the right specialist capability.
PyCharter supplies data contracts and pipeline capabilities. PyActuator supplies configured operations and policy boundaries. Each needs its own supported runtime and evidence; neither makes every agent action safe automatically.
Explore package roles and availabilityContinue in your own project.
Local developer setup and hosted validation have separate prerequisites. Choose the supported path for the task you want to complete.
Developer setup and hosted access