Insights
Practical writing on architecture, data, modernization, reliability, and applied machine learning—written to help technical and operational leaders make clearer decisions.
Practical writing on architecture, data, modernization, reliability, and applied machine learning.
Explore the Road Monitor interactive demo. Adjust simulated potholes, follow the vibration trace and see how GPS connects readings to a route map.
Xinexis outlines the next Road Monitor pilot: offline capture, traceable processing, controlled sharing and field evaluation before wider deployment.
Why Road Monitor plans to compare same-direction passes, usable coverage and vehicle diversity while keeping lane uncertainty visible.
Discover how Road Monitor maps phone vibration readings along driven routes, its intended role for road teams and its current development status.
Scope receipt data extraction around the fields your accounting team needs. Learn what the Xinexis prototype does today and how to discuss further requirements.
Explore the current Road Monitor prototype: offline recording, route replay, time-linked vibration, frequency, RMS, peak and honest missing-data states.
How Xinexis is researching smartphone road monitoring through original recordings, vibration analysis, repeatability and a clear field-validation plan.
Scope a cloud reliability assessment around critical workflows, failure scenarios, observability, recovery evidence and prioritized engineering actions.
Build traceable operational reporting from departmental spreadsheets with shared definitions, data quality checks, reconciliation and visible freshness.
Compare configuration, integration and custom development. Scope an operational application around clear boundaries, acceptance criteria and ownership.
Connect existing systems through clear data contracts, reconciliation and recoverable workflows. A practical guide to incremental modernization.
Assess AI production readiness through workflow ownership, evaluation, integration, human review and recovery. Includes an illustrative support workflow.
Connect property records, maintenance requests and parking permits with clear ownership, reliable handoffs and useful operational reporting.
A reference architecture for bank statement extraction, reconciliation and human review, with a synthetic example and traceable document evidence.
Find sales bottlenecks, distinguish AI from ordinary automation, and define meaningful measures, review steps and communication ownership.
Explore a hypothetical sales workflow with validated intake, CRM data contracts, duplicate handling, retry controls, human review and observability.
Compare AI frameworks through a representative workflow, failure tests, access controls, operational visibility and maintainability.
Build a dependable B2B website with clear content ownership, accessible journeys, measured performance, reliable forms and recoverable releases.
Choose between rules, AI-assisted workflows and agents using task variability, evidence, permissions, failure cost and measurable acceptance criteria.
Design reliable LLM workflows with a worked token budget, retrieval and history strategies, precise caching concepts and task-specific evaluation.