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PLAN A Blog

Read takeaways and business results from our latest projects, as well as hot topics in software development, team management, information technology, and other tech-related fields. Be the first one to read our articles and news by subscribing to our newsletter.

How AI Can Automate 95% of a Financial Operations Workflow

A financial services organization was spending 40+ hours every week manually processing requests for trading exchange holiday calendars. Every request required employees to interpret emails, identify exchanges, map them to official MIC codes, generate the relevant data, and prepare a response. 

Why AI without a Digital Factory is just a prototype

Today we would like to discuss with you AI at a larger scale – how we approach it while using it for acceleration in the end-to-end digitalization process. Seeing the bigger picture is crucial for real business impact.

76k documents searchable in 5 seconds: Industrial equipment

An industrial equipment company had decades of technical documentation locked in PDFs and images, needing to transform the repository into an accessible, searchable asset. This created knowledge silos, customer delays, and more. The solution is a “machine guru”, reducing search time by making every document queryable through natural language. 

6 Lessons from Building Production-Ready Systems

AI is not just a trendy word anymore - it's becoming integral to operations and crucial for data automation. But many AI projects get built without the long game in mind. The pilot impresses, gets handed over, and the tool gets bypassed due to a lack of real usability. 

Over the past two years, our team has delivered AI systems across multiple enterprise projects spanning industrial equipment, financial services, and project management. The technical approaches varied significantly: fine-tuned LLMs, multimodal RAG, computer vision pipelines, AI agents. 

At PLAN A, we approach every AI engagement through Forward Deployed Engineering - embedding our engineers directly into client environments rather than building from the outside in. This means we work with your data, your workflows, and your teams from day one. The result is systems that get adopted, deliver ROI, and become core infrastructure, rather than experiments. 

AI QA Test Case Management Assistant

The AI-powered assistant for QA teams and engineering leaders who need faster test planning, better test documentation access, and centralized QA knowledge. 

AI-Driven Biomimicry Platform

The AI-driven biomimicry platform is a web-based solution designed to help engineers and researchers find nature-inspired solutions to real-world problems. The platform allows users to design and oversee projects applying nature's approaches to solving problems to human and environmental issues by utilising the principles of biomimicry.

Assume that a research team studying sustainable architecture is looking for ways to cut down on energy use. They used the platform to analyse termite mound ventilation systems, applying these principles to design energy-efficient buildings with improved airflow and temperature regulation. By leveraging AI-driven insights, the team was able to optimise their design based on nature’s proven strategy.

Picture showcasing termite mound residential building

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