P Planoryx Studio

Legitimate Execution Governance

Planoryx Studio

The product studio for governing AI agent execution.

Our first product is AGEC: a pre-execution governance layer that validates intent, runtime context, and execution path before AI agents trigger emails, CRM updates, code actions, data exports, or other irreversible business operations.

Explore AGEC See Studio
Execution Gate proceed
Intent send_price_list confidence 0.91
Context current + active premium segment
Path price_campaign_v1 approved sequence
  1. 01crm.read_customers
  2. 02pricing.get_latest_list
  3. 03crm.filter_segment
  4. 04email.send_campaign
audit_id audit_7e51c09a22f1

The Category

Agent execution needs legitimacy, not just automation.

01

Intent

What is the agent trying to do, where did the request come from, and is confidence high enough for this operation?

02

Context

Are the facts fresh, complete, permitted, and suitable for the side effect about to happen?

03

Execution Path

Is the agent following an approved sequence, or did it skip a critical validation step before execution?

AGEC SDK

A pre-execution governance SDK for developers.

AGEC is not an agent framework. It is the decision layer that runs immediately before a tool, node, or callable executes. 

decision = agec.validate(
    intent=Intent(...),
    context=Context(...),
    execution_path=ExecutionPath(...),
)

if decision.status != "proceed":
    block_execution()

Developer first

Install with PyPI and add the gate where your tools run.

Deterministic MVP

Clear decisions: proceed, review, suspend, halt, reauthorize.

Auditable by design

Every decision carries a reason and audit ID.

Studio Vision

Planoryx Studio is the workspace for policies, paths, reviews, and audit.

Policy Registry

Define what each agent action requires before it can proceed.

Approved Paths

Register tool sequences and detect path drift before execution.

Human Review

Route review and reauthorize decisions to an approval workflow.

Audit Console

Search who asked, what context was used, and why the gate decided.

Product System

From SDK to governance platform.

Planoryx Studio starts where developers need it most: a simple SDK that guards execution. The platform expands into centralized policy, approvals, observability, and enterprise integrations.

  1. Now AGEC SDK

    Pre-execution validation, adapters, audit logs, runnable demos.

  2. Next AGEC Server

    Remote policy registry, approved path lifecycle, centralized audit.

  3. Then Planoryx Studio

    Review queues, dashboards, templates, integrations, governance ops.

Positioning

Agent reasoning is not authorization.

Planoryx Studio makes execution legitimacy a first-class product category for the agentic AI era.

View AGEC on GitHub