Perspectives on data, analytics and the industries they change.
Articles from the IntelliCompute team — from cloud data warehousing and process intelligence to what analytics means for oil & gas, banking, retail and manufacturing.
Featured · AI & Analytics
From Seeing the Process to Running It: Process Intelligence, Execution Intelligence, and the Context AI Needs
What process mining, process intelligence and execution intelligence each actually do, why the order matters, and why the live process model is the context an AI needs before it touches real work.
Read article 8 min readData Engineering & Cloud
Governance Is a Strategy Problem, Not a Checkbox
Who defines a metric, who fixes quality at source, who approves a new use of data: decisions about how the business runs, and they belong on the executive agenda, not in a policy binder.
8 min read
AI & Analytics
The Data Estate as Competitive Infrastructure
Every competitor holds roughly the same data. The advantage is the decision, and how fast and confidently it can be made. That makes the data estate infrastructure to build, not a cost to minimise.
7 min read
AI & Analytics
From Seeing the Process to Running It: Process Intelligence, Execution Intelligence, and the Context AI Needs
What process mining, process intelligence and execution intelligence each actually do, why the order matters, and why the live process model is the context an AI needs before it touches real work.
8 min read
AI & Analytics
What Your Event Log Needs Before Process Mining Will Work
Process mining reconstructs a process from three fields your systems already record. What each one means, where it hides, how it goes wrong, and how to tell in five minutes whether yours is ready.
9 min read
AI & Analytics
Why Most AI Pilots Never Reach the P&L
Boardroom ambition has outrun data maturity. The shortest credible path from pilot to production runs through the operating model: an owner, a governed data path, a sequenced portfolio, assurance.
3 min read
Manufacturing & Supply Chain
7 Manufacturing Operations that Data Engineering & Data Science will Revamp
Seven manufacturing operations data engineering and data science will transform — maintenance, real-time monitoring, forecasting, pricing, supply chain, product development and safety.
6 min read
Oil & Gas
Implementing Advanced Analytics for Oil & Gas Market Growth
How advanced analytics helps oil & gas companies bolster exploration and production, keep pace with changing regulations, connect the supply chain and track operations in real time.
5 min read
Oil & Gas
Advanced Analytics in Oil & Gas: Unlocking the Potential with Data Warehousing
Why data warehousing has become the backbone of advanced analytics in oil & gas — consolidating heterogeneous data, simplifying integration and enabling consistent sharing across business units.
4 min read
Oil & Gas
Predictive Analytics in Oil & Gas Industry
Why data is becoming the oil industry's most valuable resource, and how predictive analytics and predictive maintenance catch breakdowns early, schedule repairs and guide capital decisions.
5 min read
Banking & Finance
10 Ways the Future of Banking Is Predictive and Prescriptive
Ten applications of predictive and prescriptive analytics in banking — financial management, fraud prevention, screening, liquidity, acquisition, loans, cross-selling, lifetime value and CRM.
5 min read
Data Engineering & Cloud
Evolution of Data Quality Management and Business Intelligence
Why data quality management cannot be separated from analytics — four reasons it matters, and how to implement it with the right data design, architects, processes and people.
5 min read
Data Engineering & Cloud
AI & ML thrive on data, but without Data Governance, they can't go far
Machine learning is only as trustworthy as the data behind it. Why a robust data governance framework — availability, usability, integrity, security — is the foundation for AI and ML success.
2 min read
Manufacturing & Supply Chain
5 ways Data Analytics can transform the Procurement Process
Five ways procurement teams use data analytics to buy better — smarter sourcing, evolving demand, best price and quality, internal and external spend views, and unstructured data.
3 min read
Manufacturing & Supply Chain
Revolutionizing Global Logistics and Supply Chain Management with the power of AI
How AI is transforming logistics and supply chain — predictive capabilities, robotics, big data, computer vision, autonomous vehicles, demand forecasting, supplier insights and transportation.
4 min read
Retail & Consumer
Implementing Data Intelligence in Retail. Is it worth it?
Why business intelligence matters in retail — understanding consumer behaviour, trend analysis, tracking customer moves, handling non-performing products and strategic product placement.
3 min read