AI Readiness
Assessment
We identify where AI creates real business value — mapping your processes, data and priorities into a concrete roadmap from pilots to enterprise scale.
Structured methodology from discovery to roadmap
Fast and focused engagement
Business case and value modelling included
Trusted by enterprise leaders
Pain points
Challenges we solve
We identify and close the gaps that stand between you and real AI impact.
No clarity on where AI creates value
Many organizations invest in AI without knowing which use cases deliver real business impact.
Fragmented initiatives and unclear priorities
AI efforts remain isolated, duplicated or misaligned with business goals.
No roadmap from idea to value
Hard to move from proof-of-concept to scalable, measurable results.
Business and IT misalignment
Lack of shared vision and readiness slows adoption and limits outcomes.
9-step methodology
How the assessment works
Our 9-step methodology turns insights into a clear, prioritized roadmap for real business impact.
Structured approach used across enterprise AI assessments.
Workshops and interviews with your key stakeholders.
Clear priorities and next steps with measurable outcomes.
Understand goals, constraints and current state
Identify priority processes and scenarios with the highest value
Define potential AI use cases for specific functions or business units
Evaluate value, feasibility, complexity and expected impact
Define data, integration, security and organizational requirements
Assess data baseline, governance and control mechanisms
Select top initiatives for Pilot, PoC or next implementation stage
Document target scenarios, requirements, architecture and implementation details
Define pilot scope, tech stack and scaling roadmap
Interactive tool
Find your AI use cases
Select your industry and business function to see the most relevant AI scenarios with value and complexity ratings.
Use case configurator
Select industry + function → get personalised AI use cases
Industry
Choose your industry
Business function
Choose your business function
What you get
9 concrete deliverables
A structured assessment that turns analysis into a prioritized roadmap and measurable outcomes.
AI readiness assessment
Structured assessment of current AI readiness for launching AI initiatives and agents
Prioritised use cases
List of AI use cases mapped to specific business processes and functions
PoC recommendations
Initiatives recommended for Pilot, Proof-of-Concept or next stage
Priority scenario report
Report with value, constraints and practical applicability of each scenario
Technical requirements
Data, integrations, security, governance and operating model requirements
Scaling roadmap
Implementation plan, architectural approach and AI initiative scaling roadmap
Stakeholder alignment
Key stakeholders, RACI alignment and change readiness overview.
Risk & compliance review
Risk assessment, compliance considerations and AI governance recommendations.
Final assessment summary
Executive summary with key findings, next steps and expected impact.
Market benchmark
AI adoption by industry
How widely AI is already in production across sectors — and where your industry stands.
Sources: Presenc AI, AI Adoption Statistics by Industry 2026 · DesignRush / NVIDIA industry data 2026 · ServiceNow Enterprise AI Maturity Index 2026.
ROI estimator
How much can you save?
Adjust to your company size and see the estimated annual impact of AI adoption.
AI impact calculator
Based on industry benchmarks from Noventiq assessment projects
Why us
5 reasons clients choose Noventiq
Applied approach — focus on realistic scenarios and concrete launch steps, not abstract AI strategy
Technical depth — we work through both ideas and their technical feasibility: data, integrations, governance, architecture
Continuity — ability to continue after assessment: from PoC to MVP to full industrial deployment
Flexible format — more flexible and accessible compared to large consulting programmes, without sacrificing depth
Business + technical lens — we combine business-oriented and technical perspectives in forming recommendations, bridging the gap between business needs and implementation reality
Technology
Tech stack
Timeline
Project timeline
Real results
Case studies
Large industrial holding
AI use case analysis for HR, Legal, Procurement and general productivity. Identification and structuring of prospective scenarios, preliminary architectural approach, technical feasibility analysis across data, integrations and governance, and preparation of individual initiatives for Proof-of-Concept.
Frequently asked questions
Questions we hear most often
How long does an AI readiness assessment take?
A typical assessment takes 2 to 6 weeks, depending on the number of processes and data sources in scope.
What do we receive at the end?
A prioritised list of AI use cases, proof-of-concept recommendations and a concrete roadmap from pilot to enterprise scale.
Do we need our own data scientists?
No. The assessment is run by Noventiq specialists together with your process owners; no in-house AI team is required.
Do you work with companies in Moldova?
Yes. Noventiq Moldova is based in Chișinău and delivers projects locally in English, Romanian and Russian.
Ready to find your AI opportunities?
Get a personalised consultation on AI Readiness Assessment for your company.