luminovainfotech

AI

AI Strategy

Blueprint your AI advantage

We help leadership teams cut through the AI noise and decide where to invest. Through structured discovery and use-case scoring, we identify the work that will deliver the most value — and design a sequenced, governed roadmap that gets you from pilots to production.

What we deliver

AI Strategy capabilities, end to end

Opportunity discovery & prioritization

We map your business workflows, identify candidate AI use cases, and score them against value, feasibility, and risk so investment goes where the leverage is.

  • Executive workshops and process discovery interviews
  • Use-case backlog with value, feasibility, and risk scoring
  • Build-vs-buy assessments across LLM providers and tooling
  • Sequencing plan from quick wins to enterprise rollouts

Operating model & governance

Design the org structure, decision rights, and policies needed to ship and operate AI safely at scale.

  • AI governance framework aligned to NIST AI RMF and EU AI Act
  • Center-of-excellence vs federated operating model design
  • Vendor and model policy: approved models, data handling, escalation
  • Risk register and acceptable-use guidelines

Business case & ROI modeling

Defensible ROI models for AI investments — including cost-to-build, cost-to-run, and value attribution.

  • TCO modeling for inference, infrastructure, and human-in-the-loop costs
  • Value attribution frameworks for productivity, revenue, and risk avoidance
  • Portfolio-level investment view across multiple initiatives
  • Quarterly review and re-prioritization cadence

Roadmap & first sprint

A concrete 12-month roadmap, with the first sprint already scoped and ready to start when the engagement closes.

  • Sequenced 12-month plan with quarterly milestones
  • First-sprint backlog with technical scope and acceptance criteria
  • Stakeholder alignment plan and change management
  • Success metrics defined per workstream

How we work with you

Engagement shapes

Three typical ways we engage on ai strategy — adapted to your scope, timeline, and team.

3–4 weeks

AI Discovery Sprint

Compressed engagement to surface 8–12 prioritized use cases and a recommended starting point.

6–10 weeks

AI Strategy & Roadmap

Full strategy work including operating model, governance framework, and 12-month roadmap.

Quarterly

Embedded Advisory

Ongoing senior advisory and portfolio review for organizations already running multiple AI programs.

Tools & technologies

Built on what your teams already know

We work with industry-standard tooling and open standards — no proprietary lock-in.

Frameworks & standards
NIST AI RMFEU AI ActISO/IEC 42001OWASP LLM Top 10
Model providers
Anthropic ClaudeOpenAIGoogle GeminiMistralopen-weight models
Cloud platforms
AWS BedrockAzure AI FoundryGoogle Vertex AI

Let's talk

Tell us what you're building.

Share the shape of your initiative and we'll respond within one business day with a tailored point of view — and the names of the senior people who would lead the work.

Opens in your email app — review and click Send.