Strengthen Your Data Foundation with our AI & Data Maturity Readiness Assessment.
Before investing time and resources into generative AI or large language models (LLMs), you need confidence that your data, infrastructure, and governance are ready to deliver real results. At Runink, we help data-driven executives and engineering leaders clearly understand their starting point and identify practical, strategic actions that ensure AI adoption brings real business value—not just hype.
Our AI & Data Maturity Readiness Assessment rapidly provides clarity on what needs attention, what’s ready to scale, and how your organization can responsibly unlock the full potential of AI.
This offering is ideal if your team is:
“We’ve sat on both sides of the table — advising C-levels and leading hands-on delivery in complex, regulated environments.”
What to Expect
Effort: Minimal lift for your team — maximum clarity delivered
Our AI & Data Maturity Readiness engagement is fast, focused, and designed to fit alongside your current initiatives. You’ll gain expert insight, strategic alignment, and an actionable roadmap without slowing down your team.
Discovery & Vision Alignment
We begin by immersing in your unique business context to align technical goals with real-world outcomes.
What we do:
- Interview key stakeholders (product, engineering, data, risk) to surface goals and pain points
- Review current AI initiatives, data projects, and blockers
- Clarify business drivers for AI adoption: automation, insights, scalability, etc.
- Align expectations between executive, operational, and compliance stakeholders
- Document critical constraints (budget, timelines, regulatory limits)
Outcome:
A shared vision for where AI fits — and a clear baseline for readiness across your organization.
Data & Platform Deep Dive
Next, we evaluate the core foundations of your data and platform architecture to determine where gaps exist.
What we assess:
- Data quality, lineage, completeness, and availability
- Integration patterns across silos (real-time vs. batch, ETL vs. ELT)
- Storage and compute infrastructure (cloud/on-prem, orchestration tools)
- Scalability and reliability of ML pipelines or AI workloads
- Operational friction points (manual handoffs, tooling mismatches, lack of observability)
Outcome:
A technical readiness profile showing where your data and infrastructure support — or limit — future AI/ML capability.
Governance & Risk Diagnostics
We map your current controls against trusted AI and data governance frameworks to identify gaps that could create downstream risk.
What we evaluate:
- Policies for data classification, access, and retention
- Readiness for model versioning, reproducibility, and explainability
- Alignment with frameworks (e.g. NIST AI RMF, OECD AI Principles, internal standards)
- Privacy and compliance posture (e.g. GDPR, HIPAA, SOC 2, AI Act readiness)
- AI-specific risks: hallucination, bias, drift, auditability
Outcome:
A governance and risk posture overview with practical steps to future-proof your AI initiatives.
Strategy Roadmap & Executive Briefing
We close the engagement by turning findings into a practical, executive-aligned roadmap — with actions, not just observations.
What we deliver:
- A detailed maturity scorecard across data, platform, people, and governance
- Prioritized roadmap for foundational improvements and fast-start pilots
- Recommendations: build, partner, or upskill — with no vendor bias
- Executive summary briefing tailored for non-technical stakeholders
- Optional follow-on: architecture support, pilot planning, or ongoing advisory
Outcome:
A confident, informed strategy for responsible AI adoption tailored to your organization’s real capabilities and goals.
“We don’t just assess your stack — we help align your AI ambitions with what your data and governance can support.”
Ready to Move Beyond the AI Hype?
Let’s turn strategy into action. Book your readiness consultation today and get a clear plan for responsible AI adoption — built on your actual capabilities.
Schedule an AI Readiness Consultation | Request a Sample Scorecard & Roadmap →