Ablny Technologies AS · AI-Enabled Green Energy & Bioprocess Platform · Part 1 of 2

Digital Twin, Economics, CCUS & Sustainability
Closed-Loop Live Process Stream

Platform Live
Digital Twin Active
Bioprocess: Calibrating
Carbon Engine: Tracking
Speed
Cycle: 0
1. Strategy & Economics 2. AI & Digital Twin 3. Bioprocess Lab 4. Edge / Facility 5. Sustainability & LCA 6. Market & Policy Signals Investors & Business Owners ROI · IRR · NPV · Carbon Credits ESG KPIs · Time-to-Market Financial Objectives & Risk Appetite Techno-Economic Model Scenario Analysis · Carbon Abatement Dynamic ROI Forecasting ROI, IRR & Payback Analysis Market & Carbon Systems Carbon Registry · EU ETS · Pricing Demand Forecasting · Policy Inputs GenAI Assistant Operational Insights · Operator Support NL Queries · RAG on Patents Market Signal Interpretation ML Training Engine Yield & Energy Models · RL Optimization Drift Detection · Model Validation [ CORE AI ENGINE ] Cloud Digital Twin Asset & Production Simulation Fermentation Modeling · What-If Multi-Agent Coordination State Sync · Optimized Control Bioprocess Modeler Metabolic Pathways · Fermentation Strain Discovery · Process Window Validated Experimental Data → Wet Lab Analytics Spectroscopy · Chromatography Biomass · Metabolite Profiling Analytical Results → Lab Info System Experiment Tracking · QC Batch Mgmt · IP Capture Batch Data → Edge Digital Twin Runtime RT Process Simulation · Anomaly Local Optimization (Edge AI) Autonomous Control Actions IoT Sensors & SCADA Temp · Flow · Pressure · DO₂ · pH Biomass · Actuator Control Safety & Compliance Monitoring LCA Engine Scope 1–3 GHG · Energy Use Material Flows · Water & Waste KPI Outputs & Trends → LCA Dashboard KPI Visualization · ESG Reports Carbon Footprint · Sustainability Cert Investor-Ready ESG Output CLOSED-LOOP AI PLATFORM: Business Economics → Digital Twin → Bioprocess → Sustainability → Market
Active Layer
Strategy & Econ
AI & Digital Twin
Bioprocess Lab
Edge / Facility
Sustainability & LCA
Market & Policy
Closed-Loop Cycle
Investor KPIs ingested
TEM scenario computed
Market signals received
GenAI insights generated
ML engine trained/updated
Digital Twin synchronized
Edge runtime optimized
SCADA telemetry captured
Bioprocess data validated
LCA metrics computed
Sustainability loop closed
Live Platform Metrics
Carbon Price (€/tCO₂)62.4
Yield Prediction94.1%
Energy Efficiency87.3%
GHG Scope 1 (kg/h)14.2
ROI Forecast+18.4%
DT Sync Cycles0
Platform Event Log
Platform: AI-Enabled Green Energy & Bioprocess
Version: Part 1 of 2 · March 2026
Research Partner: University of Stavanger (UiS)
Carbon: EU ETS · Scope 1–3 LCA
AI: RL · Digital Twin · GenAI RAG
Contact: [email protected]