How InfoBeans helped VLG cut engineering effort by 30% with Claude Code

The challenge

Velocity Logic Group (VLG) offers a loyalty platform purpose-built for the fuel and convenience store industry, processing approximately 2 million loyalty transactions each day across retail and fuel networks.

As the platform scaled, engineering teams came under increasing pressure to deliver new capabilities faster while maintaining the reliability and performance that business-critical services demand. A significant share of engineering effort was being absorbed by solution design, implementation planning, analysis of high-volume transactional data, code reviews, production troubleshooting, and technical documentation. For a platform operating at VLG’s transaction volume, those bottlenecks carried real commercial weight. Sustaining delivery velocity without compromising quality was becoming a constraint on the platform’s ability to compete and meet customer commitments.

The solution

InfoBeans led the rollout, workflow integration, and enablement that brought Claude Code into active production use across VLG’s software and data engineering teams.

Claude Code augments the expertise of VLG’s engineers by helping them design data-intensive services and scalable data pipelines, validate solution approaches, accelerate implementation, review code, optimize services, investigate production issues, and generate technical documentation. It also supports SQL optimization, data transformation logic, data analysis, and exploratory investigation, enabling teams to evaluate alternatives and resolve technical challenges more quickly. The deployment is fully embedded in VLG’s day-to-day engineering workflow, running in production across the team rather than as a contained pilot or proof of concept.

The results

Since deployment, VLG’s engineering teams have delivered measurably faster with fewer defects.

• Solution design and technical discovery effort dropped by 30%.
• Production issue resolution improved by 30%.
• QA defects fell by 20% through stronger implementation reviews and validation earlier in the delivery cycle.

Engineering capacity that was previously absorbed by routine analysis and troubleshooting is now directed toward feature delivery, platform improvements, and longer-term innovation.

Claude has become an integral part of our loyalty platform workflow. From designing complex data engineering solutions to reviewing code, optimizing existing services, and accelerating analytical investigations, it consistently helps our teams deliver faster while maintaining high quality standards. InfoBeans has consistently exceeded our expectations on this engagement through its exceptional quality of work, strong sense of accountability, and commitment to delivering results. The team takes responsibility for outcomes, communicates proactively, and consistently delivers on its commitments.
Mirko Gojkovic, CTO, Velocity Logic Group