Blog
Real work. Real data. No theory. Case studies and technical breakdowns from our client engagements.
A live B2B platform was showing RM0 in GA4 while revenue was being recorded in a parallel property Google Ads couldn't see. Here's the diagnostic.
A decade-old tech stack is fragile. Here's how to protect it in hours and replace it safely without downtime.
A B2B e-commerce platform went from zero ecommerce events to a complete funnel spanning GA4, Meta Pixel, and Google Ads in under 24 hours. Here's the blueprint.
A Klang Valley B2B platform received more referral traffic from ChatGPT than paid Meta ads — and Meta converted to zero sales. Here's why LLMs are now a conversion channel.
GA4 data from a B2B wholesale platform reveals that 72% of revenue comes from Direct traffic, while Organic Search drives 65% of sessions. Here's what that means for your marketing spend.
GA4 reads zero purchases but your database shows orders. Diagnose 5 root causes in 10 minutes. Includes playbook for wrong property, gateway timing, GeoIP blocks, missing templates, and session loss.
How a digital agency uses AI agents with SSH access to manage live servers, deploy code, configure WAF rules, and run database queries on production systems.
How a single Cloudflare WAF rule blocked hundreds of thousands of spam requests on a live Rails e-commerce platform in 5 minutes. Free WAF strategy for bot attacks using long URIs.
Framework for migrating live e-commerce platforms from deprecated stacks to modern infrastructure using the Strangler Fig pattern. Zero downtime, full kill switch, cookie-gated rollout.
Why Meta Ads produce zero revenue for B2B wholesale in Malaysia. Data on CAPI inflation, attribution gaps, and what actually works instead.
During its first production cycle, our AI analytics system identified a data processing error, traced the root cause, corrected itself, and updated its own instructions.
An AI system analysed 400+ campaigns across five ad accounts and found 10-12% of budget funding campaigns that had run their course — while top performers hit caps daily.
LLM referral traffic from ChatGPT, Gemini, and Perplexity converts at 4x the channel average. Here's how to track it, why it matters, and how to optimise for it.
How we built an 11-agent AI analytics system for a luxury retailer across seven channels — with no servers, no databases, no infrastructure cost.
How we generate on-model product photography for luxury fashion using AI — and why the quality comes from what we constrain, not what we enable.
Competitor pricing data should be the first input to your ad spend decisions. Here's the framework for connecting pricing position to ad targeting.
Every analytics tool shows what happened. None of them show what's connected. Cross-platform diagnosis finds the insights hiding between your data sources.
The gap between AI demos and production-grade output is 30 iterations of prompt architecture, QA rules, and human review. Here's what actually ships.
A systematic framework for finding revenue leaks in e-commerce — from zero-conversion ad groups to bot-inflated email lists. The evaluator-optimizer pattern applied.
Single-model AI sees one dimension at a time. Multi-agent architecture connects pricing, email, orders, and market data into cross-domain insights no single prompt can produce.