serban·BOB·HAI·PSR·ToT

Progress

The Roadmap

Four components. One convergence. Each layer builds on the last. We are honest about what is live, what is being built, and what is still vision. No "coming soon" dressed up as "available now."

BOB

Live

Communication & Customer Intelligence

The communication platform is live and deployed in production. 250+ REST API endpoints, 800+ tests across 40+ test files, 8 communication channels, MIT licensed. Running real businesses at serban.eu.com and OhioVoiceAI (USA partnership).

  • Phone, SMS, WhatsApp, web chat, email, Facebook, Instagram, Telegram
  • Multi-tenant architecture with per-agent data isolation
  • Customer intelligence: sentiment analysis, behavior patterns, channel performance
  • Human-AI collaboration: live monitoring, one-click takeover, VIP detection
  • Admin dashboard for agent management, conversation review, cost tracking
BOB Progress

MAE

Building

Marketing Automation Engine

The marketing engine that creates personalized content from real customer data. Not templates, not personas — actual conversation data from your BOB agent, turned into targeted, personalized outreach across all channels.

  • Dynamic content creation from customer conversations and behavior data
  • Personalization at segment level or individual contact level
  • Content types: email campaigns, social media posts, SMS, WhatsApp, voice scripts, video outlines
  • A/B testing built in: variant generation and performance measurement
  • Full cycle: MAE creates, BOB handles responses, data feeds back, MAE refines

PSR

Launching

Prima Scoala Romaneasca — Education Engine

The education system that creates the human infrastructure for sovereign AI. Three layers — education, transformation, community — designed to produce connected networks of AI-capable people in every region.

  • Education: financial literacy, digital skills, career guidance, AI literacy
  • Transformation: changing how people think about technology and their own capability
  • Community: shared experience creates shared mission — the deployment force for ToT at scale
  • Grant-compatible: PNRR, Erasmus+, ESF+, EEA/Norway Grants
PSR Progress

ToT

Vision

Full Business Operating System

The convergence. Everything a business needs — communication, marketing, sales, finance, compliance, HR, operations, strategy — in one open source, locally deployable platform. Not one feature at a time. The entire operating system.

  • Sales automation: lead to close, AI-handled qualification and follow-up
  • Financial management: bookkeeping, tax preparation, cash flow forecasting
  • Compliance: regulatory monitoring and filing (EU, national)
  • HR and operations: contracts, payroll, inventory, supply chain
  • Strategic intelligence: market analysis, competitive monitoring, opportunity identification
  • Agent-to-agent networking: ToT systems connect and transact directly (long-term)

Value progression

Each stage builds on the previous one. The value compounds.

Respond

24/7 intelligent responses across all channels

BOB

Understand

Complete visibility over customer experience

BOB analytics

Reach

Personalized outbound at scale

MAE

Predict

Forecast impact of changes before deploying

BOB + MAE analytics

Grow

Continuous optimization of the full customer lifecycle

ToT

The convergence is the work ahead.