An institution supporting development project owners needed a unified framework to cover the full lifecycle: training in Results-Based Management standards, guided incubation, SMART indicator tracking, performance measurement, mixed analysis and report production.
Integrating into a single platform capabilities ranging from pedagogy to advanced analytics, with encapsulated generative AI preventing hallucinations on institutional documents, and a secure architecture supporting distinct access profiles for project owners, coaches and administrators.
- 018-module coupled architecture covering training, incubation, SMART indicators, measurement, analysis and reporting.
- 0250+ API endpoints with complex state management, notifications and scheduled alerts.
- 03Encapsulated AI: RAG on proprietary document base, Vision module, usage quotas per profile, anti-hallucination guardrails.
- 04Security: multi-role RLS, complete audit log, sensitive data encryption.
- 05Collaborative workflow: project assignment, review cycles, institutional validation.
Platform delivered and deployed in production. Adopted by the institution for its next project cohort. Analytics and reporting modules significantly reduced the time needed to produce progress reports.