Services
Data & AI Advisory
Turn a Data & AI ambition into a realistic, prioritized, measurable technical path.
The business challenge
Architecture and prioritization become difficult when use cases, data constraints, and technology choices are disconnected. Lumera helps teams decide and then build.
What Lumera delivers
- A clear view of data and AI maturity and priority risks.
- A target architecture, use-case portfolio, and roadmap.
- Technical decisions connected to a concrete execution plan.
Core capabilities
- Data and AI maturity assessment
- Use-case discovery and prioritization
- Architecture review, technology selection, and build-vs-buy
- AI governance, PoC definition, and operating model
Example use cases
- Data or AI platform framing
- Cloud and data architecture review
- Use-case portfolio and PoC selection
- Prioritized technical modernization plan
Technologies we work with
- Data architecture
- Cloud platforms
Python- SQL
- LLM evaluation
- Governance frameworks
Delivery approach and architecture
- 01Discover
- 02Assess
- 03Prioritize
- 04Design
- 05Prototype
- 06Roadmap
- 07Execute
Engineering practices
- Documented decisions, explicit assumptions, and tracked risks
- Roadmap prioritized by value, feasibility, and constraints
- Focus on practical engineering decisions
Security and production readiness
- Recommendations include least privilege, environment separation, logging, and secrets management.
- Data, model, and access risks are documented in the risk register.