Data & AI Assessment
Maxxi assesses Data and AI maturity, identifies gaps across strategy, architecture, governance, processes and use cases, and turns priorities into an evolution roadmap.
When Data and AI investment requires a shared direction
A Data & AI Assessment becomes a priority when an organization wants to move forward but does not yet know whether its foundations, capabilities and governance can support the intended initiatives.
Initiatives emerge without a shared direction
Projects move forward because of pressure or isolated opportunities, without shared priorities across business and technology.
The organization wants to accelerate AI, but its foundation is uncertain
It is unclear whether data, architecture, governance and people are ready for the intended use cases.
Use cases compete for investment without common criteria
Opportunities are compared based on enthusiasm or urgency, without a shared view of value, readiness and risk.
Gaps emerge only during execution
Dependencies across data, processes and governance are discovered after the project has already consumed time and budget.
The Assessment must end with priorities, not a score
A maturity assessment creates value only when it shows what is ready, what must change and which initiatives should move forward first.
Lead with All intelligence in Strategy
Maxxi connects the current-state assessment to the decisions the organization needs to make:
Current maturity
Maxxi assesses Data and AI strategy, architecture, governance, processes and use cases.
Capabilities and gaps
Maxxi identifies what already supports the agenda and what limits the next steps.
Readiness and risks
Maxxi analyzes the conditions required to move forward and the risks that must be addressed first.
Priorities and roadmap
Maxxi turns findings into prioritized decisions, a sequence of initiatives, dependencies and risks to address before each step, with quick wins and clear evolution horizons for leadership.
A defensible basis for deciding where to move first
Depending on the objective and depth of the Assessment, deliverables may include:
A maturity diagnosis or heatmap
A capability and gap map
Prioritized risks and dependencies
Assessed use cases and quick wins
Recommendations for next steps
A conceptual or executive roadmap
Understand the starting point. Prioritize what matters. Structure the evolution
Seven moves connect evidence, decisions and next steps. The depth of each one follows the goal of the work.
1Discover
Business objectives, current initiatives, documents, data, architecture, processes and the people involved.
2Plan
The dimensions, areas, evidence and criteria required to answer the Assessment's questions.
3Propose
A scope and assessment format suited to the decision the organization needs to make.
4Develop
The diagnosis, capabilities, gaps, risks, priorities and roadmap at the agreed level of depth.
5Activate
Findings and recommendations consolidated with the leaders responsible for the next decisions.
6Operate
Documented priorities and criteria to guide the initiatives selected to move forward.
7Evolve
A foundation for reviewing maturity, priorities and the roadmap as the organization evolves.
What sustains the way Maxxi works
Senior expertise that improves decisions
Senior professionals understand the business context and connect executive perspective with technical depth in critical decisions.
Executive oversight that anticipates risk
Maxxi leaders take part in critical moments, bringing benchmarks, options and recommendations to keep priorities aligned and correct course in time.
Outcomes that guide execution
Expected outcomes, timelines, cost and quality guide priorities, indicators and adjustments—not only scope completion.
Knowledge that strengthens internal capability
Maxxi structures knowledge, governance and support to strengthen the client's ability to operate, evolve and scale with confidence throughout the partnership.
Data & AI Assessments applied to business decisions
CX 83.6above the industry average of 76.03
ISG Provider Lens 2024See the recognitionWhen the priority calls for another front
Technology Strategy & Roadmap
When the decision requires a broader technology direction across multiple solutions and long-term investments.
Explore Technology Strategy & RoadmapData & AI Governance
When the priority is to establish the policies, roles, controls and processes identified as necessary.
Explore Data & AI GovernanceData Platforms
When the foundation must be built or modernized to support analytics and AI.
Explore Data PlatformsArtificial Intelligence & Agents
When a prioritized use case must move into design, build and deployment.
Explore Artificial Intelligence & AgentsWhat executives need to know about maturity and readiness
What is a Data & AI Assessment?
A Data & AI Assessment is a structured evaluation of an organization's maturity across Data and AI. It analyzes capabilities, gaps, risks and priorities to guide decisions and structure an evolution roadmap.
When should an organization assess its Data and AI maturity?
When it plans to expand investment, accelerate AI, organize fragmented initiatives or determine whether its data, architecture, governance, processes and people can support the next use cases.
Which dimensions should a Data & AI Assessment evaluate?
The dimensions depend on the objective. Strategy, architecture, governance, processes, data, organization and use cases provide a relevant foundation for assessing maturity and readiness.
How long does a Data & AI Assessment take?
Duration varies with the number of areas, dimensions and required depth. A shorter initial assessment may answer the first questions; broader decisions require a complete evaluation and more evidence.
What is the difference between a Data & AI Assessment and a Technology Strategy & Roadmap?
The Assessment evaluates Data and AI maturity and readiness—what is ready, what must change and which initiatives should move first. Technology Strategy & Roadmap defines a broader, long-term technology direction across multiple solutions and investments beyond the specific Data and AI scope.
What does the organization receive at the end of the Assessment?
The core deliverable is a diagnosis covering gaps, risks, priorities and a roadmap. Heatmaps, use cases, quick wins and additional recommendations depend on the agreed scope.
What is the difference between an Assessment and implementation?
An Assessment evaluates the current state and defines priorities. Implementation builds the selected capabilities, such as governance, a data platform, analytics or AI solutions.
Lead with All intelligence in Engineering, Data and AI.
In the conversation, Maxxi assesses objectives, current initiatives and pending decisions to define the Assessment's depth and what it must establish for leadership.