Buying guides & case studies

Know what you're buying before you spend. Pricing guides and real project stories.

Sep 13, 202612 min read

Software Integration: Buy a Connector or Build Your Own?

Compare ready-made connectors and custom integrations through workflow fit, recovery, ownership cost and a practical pilot before choosing a supplier.

AI solutions

Sep 12, 202612 min read

AI Assistant Monitoring: Maintaining Quality After Launch

Monitor AI assistant quality in production with meaningful metrics, careful sampling, actionable alerts and verified fixes. Includes a practical operating example.

Ecommerce design

Sep 11, 202612 min read

Ecommerce Site Search: Fixing Zero Results Without Losing Relevance

Improve ecommerce site search with consistent product data, careful normalization and useful zero-result recovery. Includes an evaluation example and release checklist.

Custom software

Sep 10, 202612 min read

Software Maintenance Cost: Comparing Post-Launch Support Plans

Compare software maintenance plans by scope, coverage and exclusions. Separate recurring support, infrastructure and changes with a transparent budgeting example.

AI automation

Sep 9, 202612 min read

Human-in-the-Loop Automation: Designing an AI Exception Queue

Design an AI exception queue with clear ownership, review evidence, bounded approvals and safe resumption. Includes a practical review-capacity example.

Arash Ghazi — Perspective

Sep 8, 202612 min read

Personalized Learning Feedback with NLP: From Research to Product

Arash Ghazi outlines an NLP feedback workflow with teacher review, learning evaluation and data safeguards, alongside a related Civilica conference paper.

Custom Software

Sep 8, 202612 min read

Data Migration Validation: A Practical Acceptance Checklist

Validate migrated data beyond row counts: check values, relationships, dates and exceptions, then assemble clear evidence for application acceptance.

Arash Ghazi — Perspective

Sep 8, 202612 min read

AI as a Foundation of Industrial Software, Beyond Chatbots

Arash Ghazi argues for AI as a foundation of industrial software design: moving useful work forward through evidence, bounded actions and human accountability.

Business Software

Sep 7, 202612 min read

Field Service Management Software: Dispatch to Job Reports

Plan field service software around work orders, dispatch, offline reports and system integrations. Learn what to test before expanding a focused pilot.

Buying Guide

Sep 6, 202612 min read

AI Vendor Selection: Evidence, Costs and Delivery Criteria

Compare AI implementation vendors through practical evidence, shared tests, data safeguards, operating costs, pilot acceptance and clear handover criteria.

Enterprise AI

Sep 5, 202617 min read

Enterprise RAG Evaluation Checklist Before Production

Use this enterprise RAG evaluation checklist to test retrieval, grounding, citations, access control, injection risks, freshness, latency and production readiness.

Ecommerce Design

Sep 4, 202616 min read

Ecommerce Category Page Design: SEO and Conversion Guide

Design ecommerce category pages that help shoppers compare products while keeping taxonomy, filters, pagination, crawlability, performance and indexing controlled.

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