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TechEU Investment Readiness Checker – AI Upgrade (Phase 2)
A multi-phase assignment adding artificial intelligence capabilities to the TechEU Investment Readiness Checker for SMEs across the European Union.
The platform empowers European deep tech innovators to assess their funding readiness, identify governance gaps, and prepare institutional-grade financing proposals.
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Objective
The AI Upgrade expands assessment intelligence to:
- •Deploy dynamic, conditional questionnaires tailored to sector and maturity
- •Automate document pre-filling and pitch deck financial parsing
- •Benchmark investment readiness against European venture capital criteria
- •Provide personalized recommendations and actionable improvement roadmaps
Features
Conditional AI Questionnaires
Adaptive diagnostic flows tailoring questions based on company stage and technology.
Intelligent Document Pre-fill
Extracts pitch deck and cap table metrics to populate assessment fields automatically.
Financial Health Benchmarking
Compares burn rate, runway, and unit economics against European industry peers.
Advisory Matching Engine
Connects high-potential SMEs with relevant EU-backed venture funds and accelerators.
Executive Readout Dashboard
Visualizes readiness scores across technology, IP, governance, and market fit.
Secure Compliance Vault
Bank-grade encryption protecting proprietary technological and financial disclosures.
Implementation & Capacity Building
Implemented in close collaboration with the European Investment Bank and venture advisory teams.
Key deployment workstreams:
- •Fine-tuning proprietary LLM scoring models on anonymized venture datasets
- •Integration with InvestEU portal and European financing databases
- •Extensive stress-testing and bias verification of scoring algorithms
- •Capacity building webinars for European innovation hubs and incubators
Impact & Results
Faster Assessments
Dynamic questionnaires reduce unnecessary questions and manual data entry.
Better Investment Readiness Insights
Businesses receive more structured information about their readiness and potential financing pathways.
Wider Ecosystem Access
The upgraded platform supports additional stakeholder types across all 27 EU Member States.
Smarter Programme Intelligence
Analytics give policymakers and administrators a stronger view of the European innovation and financing ecosystem.