Boutique studio • AI strategy & governance • Fractional CTO • Pragmatic delivery
AI and technology that deliver measurable value.
BitsOfDream is a boutique innovation studio backed by 30 years across enterprise telco, scale-ups and startups. We take companies and startups from AI strategy to production: governance, technology and product leadership, and AI solutions that are practical, secure and sustainable.
Solutions
From AI strategy to production: we work alongside boards and engineering teams, backed by 30 years across enterprise telco, scale-ups and startups. Web, automation and IT infrastructure where they make the rest work.
AI strategy & governance
- AI maturity assessment and adoption roadmap
- Usage policies, AI committee and leadership alignment
- Compliance: EU AI Act, GDPR/DPIA, ethical AI
- Centralized LLM gateway: cost control, audit trail, multi-provider
Fractional CTO / CPO
- Technology and product leadership for startups and SMEs
- Cloud architecture, platform selection, SDLC and release processes
- Security reviews (VA/PT) and security by design
- Technical recruiting and team building
Applied AI for workflows
- Company knowledge base with RAG and semantic search
- Assistants and agents for operations and customer care
- Computer vision and automated classification
- API-first integrations and workflow automation
AI-driven legacy modernization
- AI-assisted analysis and documentation of legacy code
- AI coding agents to accelerate development and operations
- Incremental migration to cloud and modular architectures
- From mainframe to cloud: hands-on experience in both worlds
Vertical • Dental practices
Smile32: turnkey online presence for dental practices
A productized path to ship a modern, conversion-oriented website — with a natural evolution (content, analytics, automation).
Mobile-first and fast to navigate
Trust-building structure and clear CTAs
Scales without rework
Approach
A minimal method: start simple, measure, iterate. Technology only where it truly helps.
Framing
Problem, constraints, metrics, priorities.
MVP/PoC
Prototype with real data and success criteria.
Industrialization
Quality, security, observability and release processes.
Contact
Reach out for an initial assessment: goals, constraints and a roadmap proposal.