AI that moves boxes - projects for Blue Collar AI
In newsletter: Why AI increases sales in B2B, NIS2 checklist, and projects for production and distribution.
See February BriefThe project involved multiple high-profile organizations: Bucharest Bar Association, Cartepedia, the ART Publishing Group (Art, Arthur, Paladin, Youngart, Grafic, Cartea Românească, Planeta Arthur) and Art Klett (Art Educational).
With thousands of users continuously connected and thousands of e-commerce orders processed each day, these platforms required a stronger, faster, and more secure digital infrastructure. Reliability was crucial — for the Bar Association, it meant uninterrupted access to sensitive legal documents and instant delivery of notifications, while for the publishing houses and Cartepedia, it meant ensuring that readers could browse, order, and receive confirmations without delays.
The challenge was not just about handling more traffic, but also creating a foundation to support future AI-driven capabilities like automated monitoring, traffic scoring, and smart recommendations, including optimizations via Google Gemini.
This project also served as a pilot within the OPTI AI Sales Automated Quoting Platform ➛ — the integrated Gemini architecture with automated quoting and workflows for companies with large product catalogs.
As traffic and workloads grew, four key challenges emerged:
1. Scalability
2. Security
3. Reliable Communication
4. Future Readiness
OPTI delivered a robust, AI-ready infrastructure in just 5 weeks, focusing on speed, security, and reliability.
Living up to ISO 9001 and ISO 27001 standards, the upgrade was designed with security in mind, from end-user level to disaster recovery runbook.
Emails are split into clear streams (notifications, delegations, documents, newsletters), ensuring critical messages arrive instantly while marketing stays separate.
Cache performance for one of the web platforms. In one week: 1.41 million requests, 79% served from Cloudflare cache. Faster pages, lower load on servers.
Cache performance – E-commerce portal: 7.21 million requests, 95% served from cache. Almost everything delivered instantly, servers remain available.
Impressions in Google Search Console – E-commerce portal
Scale-up: From < 200 clicks, < 5,000 impressions / day to > 1,200, > 75,000 impressions / day.
The platforms handled tens of thousands of daily users and orders, requiring a faster, more scalable, and secure infrastructure to prevent slowdowns and protect sensitive data.
By implementing Cloudflare, which allowed up to 95% of traffic to be served directly from the edge, reducing server load and accelerating response times for users.
We integrated the premium Postmark service, which guaranteed the delivery of important emails (confirmations, notifications) in under a minute in over 99% of cases.
We used Google Gemini to analyze real traffic and optimize caching and routing rules, resulting in a performance increase of 30-50%.
This infrastructure modernization is a classic application of DevOps and SRE (Site Reliability Engineering) principles. By automating deployments and proactively monitoring performance, we reduced the risk of human error and guaranteed over 99.9% uptime, which is essential for high-traffic platforms
Technologies: Cloudflare, Postmark, Google Gemini, Google Analytics, Firebase, React, PHP, Yii Framework, Sphinx Search Server, MySQL, Sentry, Bugbug
Methodologies: Server Admin, DevOps, Security: ISO 27001, NIS2, SRE - Site Reliability Engineering.