Applying AI inside real business processes.
Artificial Intelligence
Why the average review score hides more than it shows: reading the rating distribution, extracting themes from review text, and prioritising responses by what actually drove the rating.
10 min read
Artificial Intelligence
Catching brand references social monitoring misses: news, blogs, publications, directories and comparison sites — how to find them and why accuracy matters more here.
11 min read
Artificial Intelligence
Why sentiment model accuracy varies by language, how to validate each language separately, and how to avoid comparing languages in a way that confuses model accuracy with real customer sentiment.
10 min read
Artificial Intelligence
Twenty-five requirements for evaluating AI chatbot software across knowledge, channels, integration, guardrails, analytics and governance — with the items worth treating as near-disqualifying.
9 min read
Artificial Intelligence
Evaluating social media monitoring software beyond the dashboard: verified coverage, query logic precision, historical retention, sentiment honesty, workflow and governance.
10 min read
Artificial Intelligence
A component-by-component framework for AI chatbot build versus buy: seven criteria, what each path actually commits you to, and why the honest answer is usually a hybrid.
9 min read
Artificial Intelligence
Why support and sales chatbot ROI need separate calculations: cost avoidance versus revenue creation, correct deflection accounting, and why incrementality is the hardest and most skipped step.
10 min read
Artificial Intelligence
Qualifying dealership enquiries before the test drive: vehicle interest, financing route, trade-in and timeline — plus routing, live stock needs and metrics that track attendance, not bookings.
10 min read
Artificial Intelligence
How to build an ecommerce recommendation assistant shoppers actually use: who needs one, non-interruptive entry points, a three-exchange discovery flow, and why return rate is the honest metric.
10 min read
Tell us what you want to build and we will work out the scope, timeline and approach together.
