Research Centers

Situación:

A biomedical research center manages 40+ active projects with data scattered across Excel, SharePoint, and emails. Scientific directors lack real-time visibility on progress, milestones, budgets, and publications. Reporting to funders (NIH, ERC, foundations) requires 1-2 weeks of manual work consolidating information from multiple PIs.

Solución:

Layer 1 (Digitalization): Integration with financial ERP (SAP, Oracle) and LIMS/ELN (LabArchives, Benchling) via APIs for automatic capture of project data, budgets, and outputs. Layer 2 (Monitoring): Centralized portfolio dashboard that visualizes in real time the status of each project: milestones completed vs. planned, budget burn rate, outputs (publications, patents, datasets), and core facility utilization. Filtered by PI, funding source, and therapeutic area.

Impacto:

80% reduction in progress report preparation time (from 1-2 weeks to 1-2 days). Early identification of 3 projects at risk of delay, enabling resource reallocation. Improvement in grant renewal rate (+15%) thanks to better documentation of outputs and preliminary results.

Situación:

Center with 25M€ annual grants from multiple funders (NIH, ERC, private foundations) faces audits that detect compliance gaps: miscategorized expenses, undocumented staff time, subcontracts without adequate justification. Lack of a centralized system for tracking spend vs. budget per grant and validating expense eligibility according to each funder's specific rules.

Solución:

Layer 1 (Digitalization): Automatic validation of expense eligibility according to funder-specific rules (NIH, ERC, foundations) and direct connection with financial ERP and HR for transaction extraction. Layer 2 (Monitoring): Grant management dashboard with real-time tracking of spend by budget category (personnel, equipment, materials, travel) compared with approved budget and forecasts. 24/7 compliance evidence ready for audits. Layer 3 (Proactive Response): Intelligent alerts for grant expirations, reporting deadlines, and potentially ineligible expenses detected before execution.

Impacto:

Zero compliance findings in the last 2 NIH and ERC audits. 90% reduction in financial report preparation time (from 3-4 days to 2-3 hours with automatic exports). 150K€ in ineligible expenses avoided by detection before execution. Improvement in available budget utilization (+12%) by identifying underspending in time.

Situación:

Center with 5 core facilities (genomics, proteomics, imaging, flow cytometry, animal facility) and high-cost equipment (NGS sequencers, confocal microscopes, cytometers) lacks visibility into actual utilization. Cannot answer: What % of time is each piece of equipment idle? Which groups/projects are the heavy users? Does the maintenance cost justify the usage?

Solución:

Layer 1 (Digitalization): Integration with booking systems (iLab, LabCollector) and automatic equipment usage logs for utilization data capture without manual intervention. Layer 2 (Monitoring): Core facility utilization dashboard that visualizes hours booked vs. actually used per equipment, usage distribution by research group, revenue generated per facility, and cost analysis per hour of operation vs. rate charged.

Impacto:

Identified an NGS sequencer with only 15% utilization vs. 60% expected, data-driven decision not to renew maintenance contract (savings of 40K€/year) and use external services. 30% reduction in booking no-shows thanks to alerts and penalties based on historical data. Rate adjustment to recover real operating costs, improving facility sustainability.

Situación:

Research center needs to demonstrate scientific impact for institutional funding renewal and accreditations. Lacks a system for centralized tracking of outputs: publications (with impact metrics), patents, published datasets, conference presentations, collaborations, press mentions. Information is fragmented and PIs report with inconsistencies.

Solución:

Layer 1 (Digitalization): Integration with APIs from PubMed, Scopus, Web of Science, Altmetric, and patent registries for automatic capture of scientific outputs without manual PI input. Layer 2 (Monitoring): Research outputs dashboard with automatic publication tracking by ORCID/author, impact metrics (citations, h-index, journal IF, Altmetric score), and association of outputs to specific grants for reporting to funders. Collaboration visualization via co-authorship network graphs. Layer 3 (Proactive Response): Predictive impact analysis and automatic KPIs for preparing funding renewal applications, evidencing scientific ROI in real time.

Impacto:

Accreditation dossier preparation in 2 days vs. 3 weeks previously. Objective demonstration of 250+ publications in Q1/Q2 journals in the last 3 years, 15 patents, and 80+ international collaborations, contributing to successful renewal of 5M€/year institutional funding. Identification of top-performing PIs for data-based incentives and promotions.