Governance Built
for the AI Age
We synchronise strategy, teams and technology, ensuring trusted data powers analytics and generative AI throughout the organisation.
Data Governance
Even the most advanced analytics and AI are only as effective as the quality of the data and processes behind them. Our comprehensive approach covers every aspect of data governance, from strategy and role definition to training, tools, and automation. We integrate generative AI to expedite data cataloging and ensure your data remains reliable, well-documented, and ready to power innovation.
Our Partners
What we do
Strategic Blueprint
We craft a data vision aligned to corporate goals, outline scalable architecture and measurable metrics, publish a roadmap that makes data a core asset. Quarterly checkpoints keep plans on track.
Governance Roles
We define clear owners, officers and stewards, attach KPIs, embed duties in org charts and run onboarding so every role drives value. Performance reviews reinforce accountability company-wide.
Data Skills & Culture
Layered training, data-literacy drives and internal hack days ignite curiosity, turning staff into confident analytics advocates. Ongoing mentoring sustains momentum for future projects.
What
we do
Intelligent Catalogues
We deploy glossaries, catalogues and lineage maps, use generative AI to auto-tag assets, refresh metadata and surface context inside BI tools. Open APIs keep every platform perfectly in sync.
Lightweight Workflows
Lean workflows keep dictionaries current, automate approvals, integrate with DevOps and track usage for improvement. Audits now take minutes, not weeks, freeing teams for higher-value work.
Continuous Quality
Monitors, scorecards and alerts track accuracy, completeness and timeliness, assign ownership and trigger remediation playbooks. Dashboards highlight wins and gaps for rapid follow-up.
Our Workflow
Kick-off Alignment
We set clear objectives, list all data sources, define KPIs, and agree on scope, resources, and a phased timeline.
Diagnostic Audit & Report
We examine the existing setup, spot weaknesses, and deliver a concise report with quick-win actions.
Blueprint Build
We blueprint the architecture, shape data models, and craft pilot dashboards or ML prototypes tailored to your workflows.
Launch & Enablement
We deploy the solution, connect it to your ecosystem, coach your team, and provide full operational documentation.
Request Your
Personal Consultation
Give us a call or send a quick email — our specialists will talk you through data integration, analytics, AI, or support in finance, insurance, healthcare, telecom, manufacturing, and beyond. During a brief phone chat we’ll explain service details, suggest the right engagement model, share sample dashboards, and outline an initial estimate — no online form-filling required.
4bigdata limited
Address:
Suite C, Level 7, World Trust Tower, 50 Stanley Street, Central, Hong Kong
Сompany no:
78235934
+420 602 300 501
info@4bigdata.com
Linkedin (coming soon)
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