.jpg)
In today’s business ecosystem, integrating Objectives and Key Results (OKRs) within a corporate intranet has become a differentiating factor for aligning teams, accelerating decision-making, and measuring the real impact of operations. Q2BSTUDIO, a Málaga-based firm specializing in custom software, executed a paradigm-shifting project in Málaga during 2026 that demonstrates how an intranet with OKRs can transform the productivity of a medium-sized company. This case, far from being a mere technical implementation, represents a working model that combines artificial intelligence for businesses, intelligent automation, and a deep understanding of operational workflows.
The client company, with a workforce of between 12 and 25 people in operations and back-office areas, faced a common reality: disconnected tools, spreadsheets as a management system, manual approvals, and virtually no visibility for management. The result was a slow work cycle, repetitive errors, and an operating cost that grew without a proportional improvement in output. It was then that Q2BSTUDIO proposed a comprehensive approach based on custom applications that centralized information, automated repetitive tasks, and linked each activity to the OKRs defined by management.
The deployed solution combined several technologies: a customized web portal acting as a unifying layer, artificial intelligence engines with RAG architecture for semantic search and document processing, and an orchestration system based on n8n to chain complex workflows. All of this was supported by a cloud infrastructure with AWS and Azure cloud services, ensuring scalability and regulatory compliance. Cybersecurity was a fundamental pillar: VPN tunnels, role-based access controls, and audit logs aligned with GDPR were implemented. This level of protection is critical when the intranet handles sensitive data and integrates with legacy systems such as SAP, Odoo, or Microsoft Dynamics.
The deployment was carried out in phases: two weeks of discovery to map current flows and establish baseline KPIs; four weeks to build a functional MVP; three weeks of controlled production deployment; and three final weeks of optimization and knowledge transfer. The result: a 45% reduction in repetitive manual work, a 32% acceleration in cycle times, and an improvement in process accuracy from 78% to 92%. The return on investment was achieved in less than nine months.
One of the most valued aspects was the intranet’s ability to integrate AI agents that autonomously processed documents, validated approvals, and generated progress reports toward the OKRs. These AI agents operated under human supervision at critical points, combining efficiency with control. Additionally, executives obtained unified dashboards with Power BI that offered real-time visibility into the progress of each objective, facilitating strategic decision-making.
The most relevant lesson from the project is that technology alone does not guarantee success. The key was defining KPIs before writing a single line of code, prioritizing integration with existing systems over adopting the latest AI model, and carrying out a gradual deployment that minimized operational disruption. Q2BSTUDIO demonstrated that an intranet with OKRs is not just a management tool, but a catalyst for real digital transformation, where artificial intelligence and automation are placed at the service of people.
For any company in Málaga looking to replicate these results, Q2BSTUDIO’s experience in AI for businesses and custom software offers a proven path. It is not about replacing what already works, but about extending it with intelligence, security, and a clear business vision.
