Automated Reports
Stop writing project reports by hand. Logged uses AI to generate structured compliance reports directly from your approved time entries — organized into the exact sections auditors and grant bodies expect.
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AI-generated R&D reports from tracked hours
Context for January report
Model architecture review and benchmark setup
Jan 6 • Sarah Chen
Training pipeline refactor for GPU distribution
Jan 7 • Marcus van Dijk
ETL process redesign and testing
Jan 8 • Emma de Vries
1. Research Activities
The team focused on neural network architecture optimization and data pipeline improvements. Model benchmarks showed a 18% performance increase over baseline. Training pipeline was refactored for distributed GPU computation.
2. Detected Issues
Memory consumption during large batch processing exceeded available GPU VRAM. Image preprocessing pipeline showed inconsistent results across different input resolutions. Need to investigate quantization approaches.
3. Achieved R&D Results
Completed model architecture review with documented findings. ETL process redesign reduced processing time by 40%. Object detection model achieving 84% accuracy on test dataset.
4. Status & Projected Progress
On track for Q2 milestones. Computer Vision R&D accelerated — planning to allocate additional hours in February. Algorithm research identified 3 promising approaches for implementation.
Key benefits
AI-Powered Generation
Reports are generated from your actual logged work — hours, descriptions, project context, and admin notes combined into structured summaries.
Compliance-Ready Format
Four sections covering activities, issues, results, and progress — the exact format grant bodies and ISO auditors expect.
Full Editorial Control
Review, edit, and refine any section before approving. Keep the speed of AI generation with the precision of human review.
PDF Export
Export finalized reports with a clean, professional layout ready for auditors, clients, or grant administrators.
How it works
Add context
Project managers add milestones and strategic notes. The AI uses this alongside time entry data.
Generate report
AI analyzes all approved hours for the month and produces a structured report across four compliance sections.
Review and approve
Edit any section, then approve to finalize. Export to PDF for sharing with stakeholders.