Controlled Beta

Violema controlled beta opens June 1, 2026.

Violema is our proprietary AI coworker platform for recurring research, execution support, and workflow automation patterns. The first beta is deliberately controlled: real workflows, human approval, tight feedback loops, and no pretending this is a public self-serve launch.

By Max Markovtsev · Purple Orange AI · Updated May 12, 2026 · 4 min read

Short version: Violema enters controlled beta on June 1, 2026. We are opening it slowly because the useful version of an AI coworker is not a chat box. It is a reliable operator that works with context, tools, approvals, and the messy shape of real work.

The beta is intentionally not a broad launch. We want fewer users with stronger workflows, not a crowd of people trying it for five minutes and leaving behind vague feedback.

Violema needs to be tested against the kind of work Purple Orange AI actually builds for: recurring research, client intake, lead follow-up, status synthesis, product operations, and tool-connected execution where a human still controls the final move.

That means the beta has to be controlled. We need to watch how workflows are framed, where users expect autonomy, where approvals are necessary, and which patterns are useful enough to become client-ready systems.

What Violema is

Violema is our proprietary AI coworker platform. The goal is to make recurring work easier to delegate, inspect, repeat, and improve without handing the keys to an uncontrolled agent.

At the platform level, Violema is about four things:

  • Context: the AI coworker should understand the operating surface, not just the last prompt.
  • Workflow memory: recurring tasks should get better over time instead of restarting from zero.
  • Tool-connected execution: the system should prepare useful work across docs, messages, data, and automations.
  • Human control: approvals, pauses, corrections, and handoff need to be built into the workflow.

For Purple Orange AI clients, Violema is also a platform layer we can use behind certain workflow builds. Not every client needs a custom platform from scratch. Some need the right controlled coworker pattern configured around their tools, data, and review rules.

What the beta will focus on

01

Operator workflows

Recurring research, prep, summaries, follow-ups, and decisions that currently eat founder or operator attention.

02

Client-ready patterns

Workflow shapes we can later install for clients: intake, lead gen, reporting, support synthesis, and campaign ops.

03

Human approval

Clear points where Violema drafts, recommends, routes, or prepares work before a person approves the final action.

04

Repeatability

The same request should become a better workflow over time, not a one-off conversation that disappears.

The beta is not about proving that AI can talk. It is about proving that an AI coworker can hold useful operational shape across repeated work.

Who fits the first beta

The best early beta users will have one or two real workflows they already understand. They do not need a perfect process, but they do need a real problem and a willingness to give direct feedback.

  • Good fit: founders, operators, small teams, agencies, and product teams with recurring work that crosses research, messaging, planning, and follow-up.
  • Good workflow: work that repeats weekly, has a recognizable output, and benefits from drafting, summarizing, routing, or preparation.
  • Weak fit: casual chatbot use, vague “make me more productive” requests, or high-risk autonomous workflows that should not run without review.

Controlled beta means selective access. The early group should help us harden workflows, not just browse features.

How access works

Access starts through Purple Orange AI. If you want to be considered for the June 1 controlled beta, bring one workflow you would want Violema to help with.

  • Name the workflow in plain English.
  • Describe how often it happens.
  • List the tools or data it touches.
  • Explain what a useful output would look like.
  • Say where a human should approve before anything final happens.

That gives us enough signal to decide whether Violema is a good fit, whether the workflow belongs in a Purple Orange AI sprint, or whether the process needs cleanup first.

Want into the controlled beta?

Send the workflow you want to test. We will tell you whether it is a fit for Violema beta access, a client workflow sprint, or not worth automating yet.

Request beta access

FAQ

When does Violema controlled beta open?

The controlled beta opens on June 1, 2026. It is a limited beta, not a public self-serve launch.

Is Violema only for Purple Orange AI clients?

No. The controlled beta can include non-client users, but the first group needs real workflows. Violema can also become part of client workflow implementations when that is the right platform layer.

What kind of work is Violema meant for?

Recurring operator work: research, summaries, follow-up drafts, workflow prep, reporting, routing, campaign operations, intake, and automation handoff with human review.

Will Violema take autonomous action?

The beta is built around human control. Violema can draft, prepare, recommend, and route work, but risky actions should pass through approval before they become final.