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Data science, BI and visualization, planning and forecasting, observability and ESG reporting.
12 articles
The Omnibus and the simplified ESRS reshaped EU sustainability reporting in 2026. Here is who is in scope, what changed in the standards and how to adapt your data and process.
OpenTelemetry has become the default way to collect telemetry. Here is what changed in 2026 and a practical roadmap for a vendor-neutral observability stack.
AI agents fail in ways classic APM cannot see. This playbook shows how to trace, measure and alert on LLM and agent applications using OpenTelemetry GenAI conventions.
Regulators increasingly read filings by machine first. Here is what changed in iXBRL, ESEF and ESRS digital tagging in 2026 and how disclosure teams should prepare.
California’s first SB 253 reports were due in 2026 and Scope 3 is next. This playbook shows how to build one audit-ready emissions dataset for California, ISSB and CSRD.
AI agents are entering the close and disclosure cycle. This playbook shows where they help, where they do not, and how to keep controls and auditability intact.
Data science agents now plan, code and debug whole analyses. Here is what they do well, where they still fail, and how to build a workflow that keeps humans accountable.
Business users can now ask questions of governed data in plain language. Here is how conversational BI works in 2026, where it falls short, and how reporting teams should adapt.
xP&A promises one connected plan across finance and operations. AI agents and zero-copy data sharing are finally making it practical. Here is what is changing and how to approach it.
Most BI estates have far more dashboards than anyone uses, and AI assistants amplify the mess. This playbook shows how to inventory, rationalize and govern reporting before adding AI.
Static annual budgets age fast. This playbook shows how to build a driver-based rolling forecast with machine learning baselines and AI assistance, without losing control.
Forecasting foundation models are moving into data platforms. This guide explains when they outperform classical methods, when they do not, and how to run a fair bake-off.
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