AETOS (Automated Comprehensive Technology Intelligence and Forecasting Platform) is an AI-powered system that transforms scattered technology data into real-time, actionable insights for strategic decision-making.
Across research organizations like DRDO, technology forecasting often relies on manual, fragmented methods — from patent searches and publication scans to supplier mapping and TRL assessments.
These approaches are time-consuming, siloed, and outdated before they reach stakeholders.
AETOS fixes that by providing an intelligent, unified dashboard that continuously aggregates, analyzes, and visualizes technology intelligence in real-time.
Identify where disciplines intersect before the world notices.
- Maps relationships across patents, publications, and companies.
- Detects emerging intersections (e.g., AI + Drones, Materials + Energy Storage).
- Interactive graphs visualize research clustering and co-evolution across domains.
Track how technologies mature over time.
- AI-driven Technology Readiness Level (TRL) estimation from publications and patents.
- Real-time S-curve and Hype curve forecasting.
- Historical and predictive analytics to guide R&D investment timing.
Understand how innovation spreads in the real world.
- Aggregates market, funding, and industry signals to estimate adoption velocity.
- Highlights public vs private R&D investments by sector.
- Dynamic dashboards showing market size evolution and convergence trends.
AETOS connects and harmonizes multiple data sources:
- Google Patents API — Patent filings and inventor trends.
- arXiv API — Research papers, abstracts, and citations.
- Industry Reports (custom feeds) — Market size, company engagement, and funding data.
- Simulated modules for demo visualization (for non-public data).
| Module | Description |
|---|---|
| Data Aggregator | Fetches and normalizes inputs from APIs and databases. |
| AI Analysis Engine | Performs TRL estimation, clustering, and forecasting using LLMs + ML models. |
| Visualization Layer | React-based dynamic dashboard with real-time graphs and filters. |
| Command Trigger Interface | Voice and text-based query input (e.g., say “Drone” to fetch TRL insights). |
- Launch AETOS dashboard.
- Say or type a keyword (e.g., Drone).
- Within seconds, AETOS retrieves related research papers and patents.
- Each paper is tagged with inferred TRL levels and direct links to arXiv.
- Explore convergence graphs and adoption metrics to understand the full ecosystem.
AETOS aims to become a comprehensive technology foresight platform — enabling organizations to:
- Anticipate emerging technologies.
- Quantify innovation readiness.
- Bridge data silos with automated intelligence.
- Frontend: React.js, TailwindCSS, Chart.js / D3.js
- Backend: Python (FastAPI / Flask)
- AI & Data: Scikit-learn, Transformers, OpenAI / Llama APIs
- Data Sources: Google Patents, arXiv, Custom Reports
- Database: PostgreSQL / MongoDB
- Hosting: Dockerized deployment (optional Redis for caching)