Enterprise AI Readiness Assessment
Know where you stand before you commit budget. Most programs fail on foundation, not technology.
Start Your Readiness ConversationThe Six-Dimension Framework
We evaluate your organization across six interconnected dimensions. Weakness in any one area compounds problems in the others — which is why a complete assessment matters before you commit to a deployment roadmap.
Strategy Alignment
Do your leaders agree on use cases, success metrics, and investment thesis? AI programs without executive alignment consistently stall at the first obstacle — usually the first integration request or budget review.
Key questions we explore
- Who owns AI investment decisions and deployment accountability?
- Are success metrics defined in business terms, not just technical ones?
- Is there consensus on which business problems AI should solve first?
Data Foundation
Is your data accessible, governed, and clean enough to fuel AI? Most enterprises discover their data infrastructure is the binding constraint — not model capability or budget.
Key questions we explore
- Is relevant data centralized and accessible, or siloed across systems?
- Do you have data quality processes that catch problems before they reach models?
- Are data ownership and access permissions clearly defined?
Governance & Risk
Do you have controls for bias, hallucination, compliance, and audit trails? Enterprise AI without governance is a liability. Regulators, auditors, and customers will all eventually ask hard questions about your AI decisions.
Key questions we explore
- Do you have a policy for what data can be sent to third-party AI models?
- Is there a process for reviewing and approving AI outputs in high-stakes workflows?
- Can you produce an audit trail for decisions influenced by AI?
Talent & Change
Do your teams have the skills and appetite to adopt and sustain AI workflows? Technology is the easy part. The hardest part of enterprise AI is the human system around it.
Key questions we explore
- Are there internal champions who understand AI well enough to lead adoption?
- Is there a change management function that can support workflow redesign?
- Do employees see AI as a threat or an opportunity?
Architecture & Integration
Can AI connect to your actual systems of record? A powerful AI model that cannot access your CRM, ERP, or data warehouse produces impressive demos and no operational value.
Key questions we explore
- Do your core systems have APIs or integration layers that AI can connect to?
- Is your security architecture compatible with AI services calling internal endpoints?
- Who owns integration decisions — IT, platform teams, or business units?
Use Case Prioritization
Have you identified the 2-3 workflows with the highest ROI and lowest risk? Enterprise AI programs that try to do everything simultaneously achieve nothing. Sequencing is strategy.
Key questions we explore
- Have you mapped AI opportunities to specific workflow pain points?
- Do candidate use cases have measurable success criteria?
- Have you assessed implementation complexity and data availability for each use case?
What You Get from Our Assessment
Every assessment produces four concrete deliverables — not a generic report but a specific, actionable output tailored to your organization, your data, and your highest-priority workflows.
Readiness Scorecard
A scored evaluation across all six dimensions with specific findings for your organization — not a generic template.
Use Case Prioritization Matrix
Every identified AI opportunity scored on value potential, implementation complexity, data readiness, and risk profile.
Governance Gap Analysis
A clear map of missing controls, policies, and oversight mechanisms — with prioritized remediation steps.
90-Day Roadmap Draft
A sequenced, actionable implementation plan you can take directly into execution — with owners, milestones, and success metrics.
How the Assessment Works
The assessment is structured to be minimally disruptive while producing maximum diagnostic value. We work through your organization efficiently, not exhaustively.
Stakeholder Interviews
We speak with leaders across IT, operations, compliance, and business units. Understanding how different functions see AI — and where they conflict — is itself a diagnostic signal.
Data & Architecture Review
We review your current data infrastructure, integration landscape, and system-of-record access. This identifies the real constraints on what AI can accomplish in your environment.
Use Case Mapping
We map your highest-pain workflows against AI capability and your data readiness. The output is a prioritized opportunity list — not a brainstorm, but a scored matrix.
Governance Gap Analysis
We evaluate your current policies, controls, and oversight mechanisms against what enterprise AI deployment actually requires — and identify the gaps that need to close first.
Readiness Report & Roadmap
We deliver a scored readiness report across all six dimensions plus a 90-day actionable roadmap you can take directly into execution.
Start Your Readiness Conversation
Tell us where you are in your AI journey and we will scope the right assessment for your organization — no commitment required.
Book a Readiness Assessment