Buying guides & case studies

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

Sep 16, 202612 min read

AI Request Routing: From Incoming Message to the Right Team

Design AI request routing with clear categories, uncertainty handling, destination checks and a measured pilot that gets messages to an accountable team.

Custom software

Sep 15, 202612 min read

Software Audit Trails: A Practical Business Requirements Guide

Define a useful software audit trail: actors, outcomes, integrations, access rules and acceptance tests that explain business changes without unnecessary data.

Business software

Sep 14, 202612 min read

Equipment Booking Software: From Scheduling to Return

Plan shared equipment booking around conflicts, approvals, checkout, returns and readiness. Decide when a shared calendar is enough and what a first release needs.

Custom software

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.

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