Perspectives

Intelligence from the field

Thinking from practitioners who build AI systems — not observers who write about them. Ten years of essays, case notes, and lessons from the venture studio.

Intellerts News Filter
85% of data science projects still fail. Here’s the pattern we’ve seen in 10 years of fixing them.
Sep 2026
What we learned co-founding RiskFin-IQ: the five traps of AI-native fintech
Sep 2026
Why agentic AI is the only architecture worth building toward in retail
Sep 2026
The Hidden Debt in Your AI Ambitions: Why the Data Stack Decides Whether You’re Ready
Aug 2026
AIFA – Artificial Intelligence Finance Analytics
Jan 2023
Open data is here, now what?
Jan 2023
What makes an AI start-up fail?
Jan 2023
Visualizations – the brain follows the heart
Jan 2023
Humans, not algorithms
Dec 2022
Data management strategy
Dec 2022
AI can be a red herring
Dec 2022
Don’t neglect the soft side of Data Science
Dec 2022
SLTN and Intellerts enter strategic partnership to take data-driven working to next level
Nov 2022
Generations Dashboard
Oct 2022
Why ML Models Fail in Business and What You Can Do to Prevent it from Happening
Sep 2022
How Intellerts keeps your data secure (with ISO 27001)
Sep 2022
An Evaluative Study of MLOps Tools
Aug 2022
Modeling Risk for Subsiding Houses
Jun 2022
Which solution is financially better for heavy data science tasks? (Public Cloud -vs- HP Z8 G4 + NVIDIA GPUs)
Jun 2022
Commonalities healthcare vs accountancy
Apr 2022
Automating AI
Apr 2022
Types of analyses
Apr 2022
The process of decision making
Apr 2022
The Journey of implementing AI
Mar 2022
AI is not plug and play
Mar 2022
Is AI going to make things easy?
Mar 2022
Who is a Data Scientist?
Feb 2022
Het Energietransitie Dashboard
Feb 2022
Data Science is a Team Sport
Feb 2022
Why Data Science Projects Fail
Jan 2022
Tell the story – Communicate your insights
Jan 2022
Data Visualization – Feed the eyes
Jan 2022
Debunking the AI Myth
Jan 2022
Model the data
Jan 2022
Mining and combining
Dec 2021
Data Understanding
Dec 2021
Every Consultant is a Data Scientist – Right?
Dec 2021
Data Landscaping
Dec 2021
The Art of Asking Questions
Dec 2021
OUR 8-STEP DATA SCIENCE MODEL
Nov 2021
Train your own NER tagger using transformer language models
Nov 2021
The Journey of Business Intelligence
Nov 2021
Everyone is a Data Scientist
Nov 2021
Can you mine your data?
Nov 2021
Evaluating MLOps Tools
Nov 2021
Data Quality
Nov 2021
Definition of Artificial Intelligence
Oct 2021
onAIr – Artificial Intelligence broadcast
Oct 2021
Selecting your optimal MLOps stack: advantages and challenges
Jul 2021
Whitepaper: Launch Your AI Mission with Data Science
Jul 2021
Whitepaper: LAUNCH YOUR AI MISSION WITH DATA SCIENCE – Prologue
Jul 2021
It’s the data (model), stupid!
May 2021
Every Database is Biased
Mar 2021
Sorry, Your Brain is NOT like a Computer
Oct 2020
Here’s What the Tech Prophets Don’t Want You to Know
Sep 2020
Everyone is a Data Scientist
Aug 2020
The Intellerts ABC of Data Science
May 2020

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