PTENES
Management tool · MVP with simulation

A real process.
One operation under management.

Organize digital roles, responsibilities, and autonomy. Track decisions, evaluations, and improvements in a lab that runs in your browser.

Open tool Read the step-by-step guide
Illustration of a manager coordinating robotic assistants; an AI-generated conceptual depiction.
What it is

Manage work, from process to evidence.

The first version works with local data and fictional scenarios. It does not run models or access CRM, ERP, or email. Real integrations have a separate technical plan.

🧭 Processes and roles

Define an objective, a human owner, steps, and a target. Give each agent a mission, inputs, deliverables, and limits.

🧭 Autonomy and review

Simulate normal situations and exceptions. Record human decisions and check the promotion criteria for each version.

🧭 Evidence and improvement

Compare expected and produced results, track metrics, and document experiments in the LOOP-R cycle.

How it works

An operation with clear accountability.

Start with a single process. The supervisor and integrations are part of the future architecture; the lab already lets you design and practice management.

Process→Digital role→Autonomy→Review→Evaluation→Improvement
Prerequisites

Open it in your browser or run it on your computer.

To try the published version, all you need is a modern browser. To edit the code locally, use Git, Node.js 22.12+ or 24+, and npm.

Try online

Open the tool. Data stays in this browser and on this origin; export a JSON copy to save your work.

Open the Gestoria lab

Edit or run locally

node --version
npm --version
git --version
User guide

From the first process to documented improvement.

The sales qualification example is fictional. Use it to learn the workflow, then add your own scope using anonymized data.

1

Open the published version

Use the “Open tool” button. To run a local copy, execute:

git clone https://github.com/inematds/gestoria.git
cd gestoria
npm install
npm run dev
2

Map the process

In Processes, create an operation with an objective, owner, steps, volume, current time, and target. Start with a narrow scope, such as preparing sales qualification.

3

Create the digital role

In Workforce, record the mission, inputs, output, owner, and what the agent can and cannot do. Tools, model, and Skills are metadata planned for this version.

4

Simulate and review

In Overview, choose a process and simulate a routine, conflicting data, or a request outside the policy. In Human Decisions, approve it or send it back with a reason.

5

Evaluate the version

Record the expected result, the result produced, and the human classification. Check the agent profile: educational promotion requires 100 cases from the current version, the target met, no critical errors, and all pending items resolved.

6

Close the improvement loop

In Continuous Improvement, record the problem, hypothesis, and test. Add evidence to validate and promote an experiment. Changing the agent creates a new version and requires a new evaluation.

7

Save and retrieve your work

In Lab Data, export the JSON copy. Importing replaces the current records after confirmation. There is no account or syncing between devices.

The working tool.

Real app capture with the initial fictional data. Metrics are calculated from the lab records.

Gestoria overview: calculated indicators, sales process, and human decision queue.
Initial state of the lab; people, companies, and amounts are fictional examples.

How to read the metrics

A human approval increases the number of completed cases, but not the autonomous work. Pending and returned cases are shown separately.

Cost includes all attempts. Evaluations count only for the agent’s current version.

The course that accompanies the method

The proposal includes ten modules and an applied project. The plan is available now; lessons are in development.

View the course plan

From simulation to enterprise pilot.

Progress is guided by evidence. What’s available today is the lab; future phases require authorized systems and data.

Available
Management labProcesses, roles, simulations, decisions, evaluations, educational promotion, LOOP-R, and export.
Next phase
Integrated pilotAuthentication, database, one model, and read-only CRM, preparing deliverables for human review.
Progress
Controlled operationsServer-side policies, restricted actions, approvals linked to content, queues, and rollback.
After
Team and portfolioMulti-agent supervision and multiple processes when there is a proven benefit over the simple solution.