Articles from the BIART team on data management, business intelligence, cloud and banking technologies.
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Technical Deep DiveBI Copilots succeed not because of the LLM brand but because of a mature semantic layer. How to build a real natural-language analytics architecture.
AI & Machine LearningIn 2026 the LLM debate inside banks has shifted from cloud to on-prem. A practical comparison of three engines, GPU budget and compliance.
CentraQLCentraQL is not a rule engine. It is a Data Trust Platform plus a banking-compliant, natural-language AI BI Copilot. What problem does it solve, and how?
Business IntelligenceMost self-service pilots shine and then stall on the way to enterprise scale. A practical scaling plan: catalogue, certification, training, telemetry.
Big DataThe three pillars of a modern big-data platform: open-table-format lakehouse, real-time streaming, vector stores. Design decisions for 2026.
Business Intelligence
Data ManagementData quality is not a one-off project; it is a programme of measurement, ownership, thresholds and escalation. The framework that makes it operational.
Banking & FinanceWhat does analytics mean inside a modern bank? A practical 2026 reference covering layers, regulation, lakehouse, real-time and AI patterns.
Industry NewsIn March 2026 the KVKK Board issued comprehensive guidance on AI applications. Alignment with the EU AI Act, explicit consent, automated decision-making and a practical LLM checklist.
Data ManagementData quality is not an abstract goal — it is governed across six measurable dimensions: accuracy, completeness, consistency, timeliness, uniqueness, validity. Concrete metric formulas and the tooling around them.
Banking & FinancePSD3 is maturing in Europe, Türkiye’s Open Banking is in its second year, Azerbaijan has published its own framework. The decisions banks must make on APIs, consent and real-time payments.
AI & Machine LearningBy 2026 AI agents have moved from demo to production. Five practical scenarios — from support triage to financial reconciliation — and the architecture decisions that matter.
