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
MAE
BuildingMarketing 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
LaunchingPrima 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
ToT
VisionFull 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.