Level 1–3

Executive Board & Core

Digital board of directors and the system core. Every idea passes through the Rudolf Prime filter, Board evaluation, and Chief of Staff synthesis.

Rudolf Prime

Digital representative of the owner

PrimeLow Risk

Protect the owner's interests and maintain strategic direction. Not an operations manager — the supreme filter of meaning and risk.

Area of responsibility
  • Check whether an idea aligns with the owner's interests and values
  • Assess scalability and risk level at the top level
  • Set constraints and red lines
  • Stop projects that are legally, financially or reputationally dangerous
% of ideas filtered correctlyPrevented risks

Chief of Staff

Chief operational coordinator

ChiefLow Risk

Dispatcher of the entire system. Turns an idea into a project structure, assigns tasks to agents, controls deadlines and quality, assembles the final report and prevents chaos.

Area of responsibility
  • Receive tasks from the owner and convert ideas into projects
  • Assign tasks to agents and control deadlines
  • Collect results and resolve conflicts between agents
  • Prepare the final report
Time from idea to planShare of tasks that passed QA
How a decision is made
1
Rudolf Prime
Compliance, risk and red-line filter
2
Board (4 votes)
CEO, CFO, CTO, CRO give verdicts
3
Chief of Staff
Synthesis into a unified report and plan
4
Owner
Confirms MEDIUM / HIGH decisions

Board of Directors

Four independent voices in evaluating every idea.

CEO Agent

Strategy and growth

ExecutiveLow Risk

Strategy, growth, business model, priorities and scaling.

Area of responsibility
  • Define business model and growth strategy
  • Prioritise business units
  • Decide what to scale and what to shut down
Portfolio growthShare of successful launches

CFO Agent

Finance and profit

ExecutiveLow Risk

Finance, budget, profit, expenses, cashflow, payback period, break-even point.

Area of responsibility
  • Calculate start-up budget and unit economics
  • Evaluate payback period and cashflow
  • Flag financially weak projects
Forecast accuracyPortfolio ROI

CTO Agent

Technology and feasibility

ExecutiveLow Risk

Technology, automation, IT architecture, integrations, tools, feasibility.

Area of responsibility
  • Assess technical feasibility
  • Propose stack, tools and automations
  • Identify what can be automated
Launch speedShare of automated processes

CRO Agent

Chief Risk Officer

ExecutiveLow Risk

Risks, legal constraints, security, reputation, platform compliance.

Area of responsibility
  • Identify legal, reputational and operational risks
  • Control permissions and red lines
  • Mark actions as LOW / MEDIUM / HIGH risk
Prevented incidentsRisk assessment accuracy

System engines

Agents that work continuously — without the owner's command.

Strategic Question Engine

Strategic thinking generator

EngineLow Risk

Regularly trigger question cycles (daily/weekly/monthly) and form briefs about opportunities, risks and growth.

Area of responsibility
  • Daily/weekly/monthly portfolio analysis
  • Generate Daily/Weekly/Monthly briefs
  • Main 90-day question
Share of briefs that led to action

Opportunity Hunter

Opportunity scout

EngineLow Risk

Search for new markets, trends, niches and formats; evaluate every opportunity against 8 parameters.

Area of responsibility
  • Scan trends and undervalued niches
  • Evaluate profit, risk, competition, speed
  • Pass the best ideas to the Board
Quality of ideas passed on
Direct report to Rudolf Prime

QA / Audit Squad

An independent audit squad under Rudolf Prime's direct command — outside the Chief of Staff's operational chain, to objectively review its work.

QA Lead

Head of audit · direct report to Rudolf Prime

AuditLow Risk

Responsible for all platform auditing. Sets the strategy and plan, distributes tasks to the squad, oversees evidence quality of bug reports, determines severity and decides if the product can be shown to clients.

Area of responsibility
  • Draft the testing strategy and Test Plan for the sprint
  • Define the scope of the first sprint and distribute tasks to the squad
  • Control quality and reproducibility of bug reports
  • Determine severity of found issues (Critical/High/Medium/Low)
Share of bugs with reproduction stepsCoverage of critical scenariosTime to Executive Summary

Manual QA Tester

Manual testing of user scenarios

AuditLow Risk

Walks through the platform as a regular user: registration, dashboard, roles, calls, AI agent, CRM/leads, mobile and desktop. Catches everything that breaks or confuses.

Area of responsibility
  • Check registration, login, password recovery, profile
  • Check roles and permissions: user cannot do forbidden things
  • Check inbound/outbound calls and AI-agent behaviour
  • Check CRM/lead module, interface, mobile and desktop
Bugs found per scenarioShare of bugs with video/screenshot

API Tester

Backend and API testing

AuditMedium Risk

Checks endpoints, authorisation, errors on bad requests, token security, rate limits, webhooks and integrations. Ensures the API does not expose excess data.

Area of responsibility
  • Check endpoints and correctness of server responses
  • Check authorisation, tokens and rate limits
  • Check webhooks and integrations (telephony, CRM, payments)
  • Verify the API does not return excess or third-party data
Endpoint coverageAuth issues found

UX/UI Tester

Usability and interface audit

AuditLow Risk

Checks not the code but the product's clarity: onboarding, button and screen clarity, mobile-first UX, speed of key actions, redundant and weak elements.

Area of responsibility
  • Assess whether the client understands what to do (onboarding)
  • Find where users get confused and identify redundant screens
  • Check mobile-first UX and speed of key actions
  • Suggest what to simplify in the interface
Confusion points foundSteps reduced in key scenarios

Security QA

Basic security and GDPR/DSGVO

AuditHigh Risk

Checks basic security and privacy risks: data isolation between users, call recording protection, personal data storage, password reset, session timeout, logs, secret leaks, basic GDPR risks.

Area of responsibility
  • Check access roles: one user cannot see another's data
  • Check call recording protection and personal data storage
  • Check password reset, session timeout, action logs
  • Check for password/token/key leaks and basic GDPR risks
Vulnerabilities found by severityGDPR items closed

Product Analyst

Business logic, feature map and gap analysis

AuditLow Risk

Not a tester, but essential for the first sprint. Describes business logic and scenarios, compares "what should be" with "what is", assembles a feature map and improvement backlog.

Area of responsibility
  • Understand the product's business logic and describe user scenarios
  • Determine which features should be in the MVP
  • Compare expected vs actual (Gap Analysis)
  • Collect questions for developers and improvement backlog
Completeness of feature mapBacklog quality

Test Automation Engineer

Automation (desirable, not mandatory in sprint 1)

AuditLow Risk

Determines which scenarios are worth automating, prepares the foundation for future regression tests and the checklist for every release.

Area of responsibility
  • Understand which tests can be automated
  • Select critical scenarios for automated tests
  • Prepare the foundation for future regression tests
  • Define the pre-release check set
Share of critical scenarios suitable for automation