GPIRL EDITORIAL & INDUSTRY INTELLIGENCE
Research, analysis and ideas for the teams connecting technology, industry knowledge and operational decisions.
Explore our vertical desks and editorial formats.
34 articles · RSS feed
Health, Pharmacy & Biotech Systems · Explainer
Analyze HL7 FHIR healthcare interoperability specifications, unpacking what modular resources standardise and where custom implementation guides are vital.
Read article →Ports, Logistics & Supply Chain · Explainer
Shore power planning connects vessel requirements, berth interfaces, energy demand and responsibilities. A review of evidence and open decisions.
Read article →Payroll, Workforce & Finance Systems · Deep Dive
Explore event contracts for payroll reversals and restatements, distinguishing event metadata, proposed state transitions and recordkeeping limits.
Read article →Data, Knowledge & Governance · Research
Examine how W3C PROV and OpenLineage represent recorded provenance, and where missing instrumentation limits evidence for automated decisions.
Read article →Cloud, Infrastructure & Cybersecurity · Deep Dive
Examine ordinary Linux container boundaries, Kubernetes policy profiles and NIST security guidance, including enforcement choices and residual risks.
Read article →Enterprise AI & Agents · Explainer
Examine A2A Agent Card fields, interface versions and discovery options, with clear limits on what a description or signature can establish.
Read article →Enterprise AI & Agents · Explainer
Compare MCP stdio and Streamable HTTP in the 2025-06-18 specification, including initialization, optional session state and transport-specific shutdown.
Read article →Ports, Logistics & Supply Chain · Research
Assess AIS congestion signals through receiver coverage, missing observations and declared port-call boundaries, without treating a feed as a census.
Read article →Health, Pharmacy & Biotech Systems · Deep Dive
Examine DICOM data elements, pixel interpretation, transfer syntax and declared conformance, with explicit limits on what an interchange test can show.
Read article →Enterprise AI & Agents · Opinion
JSON Schema can enforce important constraints. This opinion examines why a passing result still depends on current reference data and decision authority.
Read article →Enterprise AI & Agents · Research
Explore how traces and latency metrics answer different questions, with limits on sampling, percentile aggregation and causal inference in agent workflows.
Read article →Enterprise AI & Agents · Opinion
An opinion on AI model canaries: define comparison evidence, exposure limits and rollback feasibility before deciding whether a candidate should advance.
Read article →Cloud, Infrastructure & Cybersecurity · Deep Dive
Examine WebAuthn origin and RP ID checks, syncable and device-bound passkeys, and the recovery choices that matter for administrative console access.
Read article →Cloud, Infrastructure & Cybersecurity · Deep Dive
Examine why cryptographic inventory precedes post-quantum algorithm rollouts, mapping dependencies, data lifetimes, and standards without false urgency.
Read article →Data, Knowledge & Governance · Explainer
How additive schema changes affect Avro and protobuf consumers, with reader-writer compatibility tests, default values and explicit rollout choices.
Read article →Data, Knowledge & Governance · Deep Dive
Understand Apache Iceberg snapshots, time travel, table maintenance, orphan file cleanup, and why logical deletion requires careful governance.
Read article →Payroll, Workforce & Finance Systems · Data Brief
Explore XBRL reporting architecture, distinguishing taxonomy concepts, units, reporting periods, and context matching without assuming identical facts.
Read article →Payroll, Workforce & Finance Systems · Opinion
Argue why payroll systems need formal decimal policies, covering rounding modes, tie-breaking, stage of rounding, and precise arithmetic reconciliation.
Read article →Payroll, Workforce & Finance Systems · Explainer
Examine how reading order, table relationships and plain explanations make payslips easier to use, with practical document checks and clear limits.
Read article →Ports, Logistics & Supply Chain · Explainer
Explore electronic bills of lading through record identity, control and integrity, and why API delivery alone cannot establish the relevant legal effect.
Read article →Health, Pharmacy & Biotech Systems · Research
Review cold-chain measurement records, calibration context and excursion evidence through WHO and EU guidance, with product-specific conditions and limits.
Read article →Industry, Manufacturing & Energy · Deep Dive
Analyze how IEC 62443-3-2 zones and conduits separate asset logical grouping from explicitly permitted cross-boundary communication paths in OT architectures.
Read article →Industry, Manufacturing & Energy · Opinion
Examine why enterprise sustainability disclosures must establish explicit organizational and operational boundaries before publishing Scope 2 metrics.
Read article →Industry, Manufacturing & Energy · Explainer
Differentiate object-oriented semantic data modeling in OPC UA from lightweight publish-subscribe payload-agnostic messaging in MQTT architectures.
Read article →GPIRL Labs & Corporate · GPIRL Labs
A proposed review of contrast and 200 percent text resizing on evidence screens, with synthetic cases and clear limits on WCAG conformance conclusions.
Read article →GPIRL Labs & Corporate · GPIRL Labs
Formulate a verification framework for testing whether URL fragment identifiers and text directives resolve accurately to target document passages.
Read article →Enterprise AI & Agents
Separate shared workflow controls from language, source, ownership and market-specific requirements before an international AI rollout.
Read article →Payroll, Workforce & Finance Systems
Map payroll-to-finance handoffs, identifiers, acceptance checks and exception ownership before adding automation or AI support.
Read article →Data, Knowledge & Governance
Design a knowledge register that preserves ownership, dates, jurisdiction and source evidence for international enterprise workflows.
Read article →Enterprise AI & Agents
Define evidence, ownership, boundaries and evaluation before an enterprise AI pilot. A practical readiness checklist for international teams.
Read article →Payroll, Workforce & Finance Systems
A practical framework for documenting payroll exceptions, checking their context and routing them to the right reviewer.
Read article →Ports, Logistics & Supply Chain
How to scope a port operations intelligence pilot around a decision, its data sources and the teams responsible for action.
Read article →Enterprise AI & Agents
A practical way to separate interpretation, explicit checks and approval when designing an enterprise AI workflow.
Read article →Data, Knowledge & Governance
Questions to define who reviews an AI recommendation, what evidence they need and how they can intervene.
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