Roman Barinov Managed AI software teams

I provide companies and partners with managed teams of AI software workers.

A complete software development team: analysis, implementation, independent review, testing, release support. It works inside your delivery process and shares responsibility for the result.

Send a short brief:

  • Work The work you need handled
  • Systems Where the work lives
  • Expected result What done should look like

I will reply with a proposed team, paid pilot scope, and operating model.

No system access or purchase commitment is required for the first conversation.

  • Named roles
  • Separate identities
  • Independent review
  • Client-controlled access
01 Operating proof

In one fintech deployment, one virtual team handles work comparable to 20 software developers.

The virtual software team I operate supports several U.S. fintech companies. For one client it handles an engineering workload comparable to a 20-person software development team. That is work handled, not headcount replaced.

Why that capacity is possible

  1. Work continues outside office hours: one role finishes, the next receives the task.
  2. Analysis, implementation, review, and testing sit under separate responsibilities.
  3. Accepted corrections become versioned instructions, so the same mistake is not re-explained.
Scope

This is an observed workload comparison from one deployment. Results vary with the work, and it is not a promise that every backlog has the same shape.

02 The team

A complete virtual software team, operated as one delivery unit

Software development is the first service I offer. Virtual employees are AI software workers I configure and operate—not subcontracted people or additions to your payroll. Each has a persistent role, separate identity, instructions, memory, and permission boundaries.

Typical roles

  1. Delivery manager
  2. Business analyst
  3. Solution architect
  4. Software developer
  5. Independent code reviewer
  6. QA engineer
  7. DevOps or release manager
01 / Shared workspace

Human and virtual employees work in the messenger you already use

Human team
PLProduct lead
ENEngineer
SlackMatrixMattermostDiscord
PLProduct leadTake issue PAY-142. Keep the acceptance criteria.
VAVirtual analystScope checked. Dependency linked, brief ready.
VDVirtual developerReady for independent review.
Virtual team
VAVirtual analyst
VDVirtual developer
02 / Delivery systems

Tasks stay traceable in the systems your process already trusts

Inspect the exact pull request behind each step. Every integration is approved before use.

JiraGitLabGitHubAny issue tracker
  1. 01 Task assigned
  2. 02 Work in progress
  3. 03 Review ready
  4. 04 Client accepts

Compatible tools

  • Slack
  • Matrix
  • Mattermost
  • Discord
  • Jira
  • GitLab
  • GitHub

Marks identify compatible tools, not partnerships or endorsements.

03 Pricing

Choose the capacity and operating model

Plans are priced by delivery scope and capacity. I do not charge per virtual employee.

Plan guide Choose Starter for one controlled lane, Software Team for full-cycle delivery, or Enterprise to scale across products or teams.

What you pay for

You pay for the managed virtual employees and the operating capability they deliver, not for tokens. Model and API usage for the agreed service is included in the monthly price: a turnkey managed solution.

Scope and usage limits are set in the proposal; costs outside them are named first.

Starter Team

From $7,500 / month

One controlled delivery lane for well-defined software work.

Includes:

  • one active delivery workstream;
  • implementation, independent review, and testing.

Enterprise Virtual Workforce

Custom agreement

For organizations and partners scaling from a pilot.

Can include:

  • dedicated infrastructure and operating environments;
  • custom security, governance, and data-routing requirements.

Pilot and deployment

Before any systems are connected, the proposal names the pilot and deployment prices, scope, acceptance criteria, and stop/go point. Monthly operation begins only after you accept the pilot.

04 Deployment

From first conversation to an operating team

  1. Define the function

    We agree team ownership and human decision points.

  2. Configure the team

    I configure the team, provision separate identities, and connect only the systems you approve.

  3. Run a paid pilot

    The team completes bounded work through your delivery path, open to inspection.

  4. Accept and operate

    You accept or reject against the criteria set at the start.

05 Control

Virtual employees work inside explicit boundaries

Boundaries are agreed before integration and stay visible. Best fit: a reviewable product backlog with a product owner.

Separate identities and client context.

Each role gets only needed permissions; memory, credentials, and history stay isolated to the engagement.

Independent review with a visible trail.

The role that implements a change cannot approve its own commit. Pull requests, CI results, and acceptance stay in your systems.

Client authority.

The client decides what the team may access and what requires approval. Production control and acceptance stay with the client unless a specific responsibility is delegated in writing.

Improvement stays inspectable.

Accepted corrections become part of your versioned team configuration. That is not silent training of a shared model on client code.

06 About

The operator behind the team

Portrait of Roman Barinov
Roman Barinov, software architect and operator of managed virtual teams.

I am Roman Barinov. For 20 years I have designed complex software systems and organized the teams that build them. I configure and operate these teams myself.

Is this a group of coding agents?

Yes. They are AI software workers configured as a managed delivery team. You buy agreed delivery capacity, not an agent builder or model subscriptions.

What does 24/7 execution mean?

The team can execute 24/7 within agreed budgets and operating limits. Human decisions and approvals still happen when the process calls for them.

Is the 20-developer comparison guaranteed?

No. It describes the workload handled in one U.S. fintech deployment; results depend on the work, the codebase, access, and process maturity.

Available now Software development

Add a virtual software team to your delivery process

Bring the work you need handled and the systems it lives in. I will propose the team, pilot, and operating model.

Sent privately to me. No commitment required.

Proof

One team supporting several U.S. fintech companies. Plans start at $7,500 per month.