| Component | Data source | Tool/approach | |-----------|-------------|---------------| | Energy usage | Building management system (BMS) – 2022‑2024 kWh | Regression analysis to isolate office‑only consumption | | Cost modeling | Finance ledger, IT procurement records | Excel financial model (NPV, ROI, payback) | | Employee sentiment | Online survey (n = 1,845) + focus groups (4 groups) | Likert‑scale analysis; thematic coding (NVivo) | | Carbon conversion | EPA Emission Factors (2023) | kWh → CO₂e conversion |
Assumptions
| Quarter | Planned Feature | Impact | |---------|----------------|--------| | Q3 2026 | Multi‑Modal Input – Sketch‑to‑code & voice commands. | Enables designers to prototype directly from UI wireframes. | | Q4 2026 | Self‑Optimizing Runtime – AI monitors performance & auto‑tunes resources. | Cuts cloud spend by up to 30 % for heavy workloads. | | Q1 2027 | Cross‑Domain Knowledge Graph – Leverages domain ontologies (e.g., FHIR for health). | Improves accuracy of domain‑specific code generation. | | Q2 2027 | Open‑API Marketplace – Community‑driven reusable AI‑generated modules. | Accelerates development by sharing vetted components. | | Beyond | Full‑Lifecycle AGI – From ideation to decommissioning, with autonomous migration and sunset planning. | Realizes the vision of “software as a living organism.” | aagmaaldev
AGI Orchestrator (AO)
Code Synthesis Module (CSM)
Continuous Delivery Engine (CDE)
Governance & Observability Layer (GOL)
Diagram (simplified):
User → Intent Engine → AGI Orchestrator → Code Synthesis → CI/CD → Production ↑ ↓ Governance & Observability ←←←