Fintel AnalyticsDark Data Strategy: Unlocking Hidden Business Value in 2026
Most organisations use less than half their data. A smart dark data strategy can unlock hidden revenue, reduce risk, and sharpen competitive intelligence.
Fintel Analytics blog
Data & AI Insights
Expert perspectives on data analytics, AI agents, internal tools, and business intelligence from the Fintel Analytics team.
22 of 206 posts
dbt Testing Strategy for Startups: Stop Shipping Bad Data
Most startups don't find out their data is broken until a stakeholder catches it in a board deck. A proper dbt testing strategy changes that — here's how to build one.
ESG Data Analytics: Turn Sustainability Reporting Into Competitive Advantage in 2026
ESG data analytics turns fragmented sustainability reporting into measurable business value. Discover the frameworks, tools, and strategies leading organisations use in 2026.
Demand-Side Analytics: Smarter Procurement With Data in 2026
Procurement analytics transforms raw purchasing data into measurable cost savings and supplier intelligence. Discover the frameworks, tools, and real-world outcomes driving smarter procurement in 2026.
Prescriptive Analytics for Business: Act on Data in 2026
Prescriptive analytics doesn't just show you what happened — it tells you what to do about it. Here's how forward-thinking businesses are acting on data in 2026.
Turning Raw Data Into Actionable Business Insights (2026)
Most businesses collect more data than ever — yet struggle to act on it. Here's how to bridge the gap between raw data and real business decisions.
Data Governance, Quality and Compliance: A 2026 Guide
Data governance, quality and compliance are no longer optional. This guide breaks down practical frameworks and real-world strategies for business leaders and data teams in 2026.
Ethical AI and Responsible Data Use: A 2026 Business Guide
Ethical AI and responsible data use are now boardroom priorities. Learn how leading organisations are building trust, avoiding risk, and gaining competitive edge.
Building a Data-Driven Culture in Your Organisation (2026)
Most businesses collect data. Far fewer actually use it. Here's how to build a data-driven culture that makes insight a habit, not an afterthought.
Turning Raw Data Into Actionable Business Insights in 2026
Most businesses are drowning in data but starving for insight. Discover how to close that gap with a practical, proven approach to data analytics.
Data Mesh Architecture for Large Organisations: A 2026 Guide
Data mesh is reshaping how large organisations manage and scale their data. Learn the core principles, real-world benefits, and how to get started in 2026.
Data Analytics Agency vs In-House Team: What's Right for You?
Should you build an in-house data team or work with a specialist analytics agency? We break down the real costs, trade-offs, and decision factors for 2026.
Data Analytics Trends for Businesses to Watch in 2026
From AI-powered forecasting to real-time decision engines, discover the data analytics trends reshaping how businesses compete and grow in 2026.
Financial Data Analytics and Risk Modelling for Business
Financial data analytics and risk modelling are reshaping how businesses identify threats and seize opportunities. Learn how leading organisations are doing it.
dbt MERGE Strategy in BigQuery: Why It's Scanning Your Whole Table
dbt incremental models using the merge strategy in BigQuery can silently scan your entire target table on every run. Here's how to detect it and fix it fast.
dbt Incremental Models Strategy: When and How to Use Them
Full table rebuilds are silently draining your BigQuery budget. Here is the decision framework for getting dbt incremental models right — the first time.
MLOps Best Practices: Deploying ML Models at Scale in 2026
Most ML models never make it to production. Discover the MLOps best practices that close the gap between data science and real business value in 2026.
Natural Language Processing for Business Intelligence: 2026 Guide
Natural language processing is reshaping how businesses query, interpret, and act on data. Here's what BI leaders need to know in 2026.
Quantitative Analytics for Sports Performance in 2026
Sports performance analytics is reshaping how clubs, franchises, and commercial partners make decisions. Here's what business leaders need to know in 2026.
AI-Powered Decision Making in Enterprise: 2026 Guide
AI-powered decision making is reshaping how enterprises operate. Learn how leading organisations are embedding intelligence into their core processes.
AI-Powered Decision Making in Enterprise: A 2026 Guide
AI-powered decision making in enterprise is no longer a future ambition — it is reshaping how organisations compete, operate, and grow in 2026.
Machine Learning for Non-Technical Teams: A Practical Guide
Machine learning no longer requires a team of data scientists. Discover how non-technical teams can implement ML successfully and drive real business outcomes.