think|thunk

solutions

We turn scattered data into insight-ready systems.

Turn data chaos into strategic advantage—without the overhead of traditional consultancies. We architect and build scientific data systems, enable AI adoption, and deliver governance foundations for teams that need rigor, traceability, and trust.

Data architecture and AI systems by think|thunk
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Data Maturity & AI Readiness Assessment

Get a free assessment of your organization's data maturity and AI readiness. Answer a few questions about your data infrastructure, processes, and goals, and receive a personalized report with actionable recommendations.

Free Assessment

10-15 minute questionnaire

Personalized Report

Delivered within 24-48 hours

Gap Analysis

Identify priority areas

Actionable Recommendations

Next steps tailored to you

Start Your Free Assessment

How We Address Data Maturity & AI Readiness Gaps

Based on your assessment results, we apply targeted playbooks to address specific issues and accelerate your data maturity and AI adoption journey.

Data Integration & Silos

Break down data silos and integrate fragmented sources. We map your data landscape, establish unified architectures, and create interoperable systems that connect previously isolated information.

Standards & Governance

Establish data standards, metadata frameworks, and governance structures. We help you implement FAIR principles, create data contracts, and build quality gates that ensure trust and compliance.

AI Readiness & Enablement

Transform raw, unstructured data into AI-ready systems. We disentangle vendor-locked formats, create knowledge graphs, and build automation pipelines that unlock the full value of your data.

Our Services

Services We Offer

Comprehensive services spanning consulting, strategy, development, and implementation to help you build robust data systems and accelerate AI adoption.

Consulting & Strategy

Architecture & Planning

Software Development

Data Operations

Data Science & Analytics

Governance & Adoption

Industries We Serve

Government science programs

Evidence-ready data systems for fisheries, climate, and environmental monitoring with clear governance and traceability.

Research institutions

Collaborative data platforms that keep provenance, metadata, and access controls aligned across teams and projects.

Applied science teams

Data integration and AI solutions for earth, ocean, and environmental scientists and engineers

think|thunk

Ready to transform your data chaos into strategic assets?

Start with a free Data Maturity & AI Readiness Assessment to identify your gaps, or reach out to discuss your specific challenges and how we can help.