Julien Bonnel - Innovation & Digital Expert

Observatory

Anticipating technological disruptions

Innovation & AI

Tech Ecosystem Velocity

Monthly volume of IT startup/company creations.

Tech Ecosystem Velocity
Attribute Specification
Indicator Tech Ecosystem Velocity
Variable Monthly volume of IT startup/company creations.
Source INSEE (API Sirene)
Distribution Open Data API (JSON REST / HTTPS)

Innovation & DeepTech Frontier

Monthly creations of scientific research structures (AI, Quantum, Biotech).

Innovation & DeepTech Frontier
Attribute Specification
Indicator Innovation & DeepTech Frontier
Variable Monthly creations of scientific research structures (AI, Quantum, Biotech).
Source INSEE (API Sirene)
Distribution Open Data API (JSON REST / HTTPS)

Scientific Influence (AI & Data)

Monthly publications of research papers under French affiliation in AI & Deep Learning.

Scientific Influence (AI & Data)
Attribute Specification
Indicator Scientific Influence (AI & Data)
Variable Monthly publications of research papers under French affiliation in AI & Deep Learning.
Source CNRS (API HAL)
Distribution Open Data API (JSON REST / HTTPS)

Tech Talent Tension & Flow

Evolution of active job offers for developers and R&D engineers.

Tech Talent Tension & Flow
Attribute Specification
Indicator Tech Talent Tension & Flow
Variable Evolution of active job offers for developers and R&D engineers.
Source France Travail
Distribution Open Data API (JSON REST / HTTPS)

Cybersecurity

Digital Sovereignty Barometer

Growth of SecNumCloud qualified actors & ANSSI security visas.

Digital Sovereignty Barometer
Attribute Specification
Indicator Digital Sovereignty Barometer
Variable Growth of SecNumCloud qualified actors & ANSSI security visas.
Source ANSSI (Data.gouv.fr)
Distribution Open Data API (JSON REST / HTTPS)

Cyber Threat Response Index (SOC)

Evolution of the number of PDIS and PRIS qualified SOCs by ANSSI.

Cyber Threat Response Index (SOC)
Attribute Specification
Indicator Cyber Threat Response Index (SOC)
Variable Evolution of the number of PDIS and PRIS qualified SOCs by ANSSI.
Source ANSSI (Data.gouv.fr)
Distribution Open Data API (JSON REST / HTTPS)

National Cyber Audit Capacity (PASSI)

Volume of PASSI qualified companies for IT security auditing.

National Cyber Audit Capacity (PASSI)
Attribute Specification
Indicator National Cyber Audit Capacity (PASSI)
Variable Volume of PASSI qualified companies for IT security auditing.
Source ANSSI (Data.gouv.fr)
Distribution Open Data API (JSON REST / HTTPS)

Technological Trust Index (CSPN)

Number of CSPN or Common Criteria certified products by ANSSI.

Technological Trust Index (CSPN)
Attribute Specification
Indicator Technological Trust Index (CSPN)
Variable Number of CSPN or Common Criteria certified products by ANSSI.
Source ANSSI (Data.gouv.fr)
Distribution Open Data API (JSON REST / HTTPS)

Green IT

IT Carbon Footprint Trajectory

Carbon intensity of electricity (gCO2eq/kWh) impacting French IT.

IT Carbon Footprint Trajectory
Attribute Specification
Indicator IT Carbon Footprint Trajectory
Variable Carbon intensity of electricity (gCO2eq/kWh) impacting French IT.
Source RTE (ODRé)
Distribution Open Data API (JSON REST / HTTPS)

Grid Decarbonization Index

Share of decarbonized electricity (Nuclear & Renewables) injected into the French power grid.

Grid Decarbonization Index
Attribute Specification
Indicator Grid Decarbonization Index
Variable Share of decarbonized electricity (Nuclear & Renewables) injected into the French power grid.
Source RTE (ODRé)
Distribution Open Data API (JSON REST / HTTPS)

Grid Tension Index (Eco2mix)

Load level and alerts of the national power grid impacting digital sobriety.

Grid Tension Index (Eco2mix)
Attribute Specification
Indicator Grid Tension Index (Eco2mix)
Variable Load level and alerts of the national power grid impacting digital sobriety.
Source RTE (ODRé)
Distribution Open Data API (JSON REST / HTTPS)

Green Energy Penetration (RES)

Cumulative share of solar, wind, and hydro in national power production.

Green Energy Penetration (RES)
Attribute Specification
Indicator Green Energy Penetration (RES)
Variable Cumulative share of solar, wind, and hydro in national power production.
Source RTE (ODRé)
Distribution Open Data API (JSON REST / HTTPS)

Web3

Tokenized Real World Assets Volume (RWA)

On-chain representation of traditional financial assets (bonds, real estate, commodities).

Tokenized Real World Assets Volume (RWA)
Attribute Specification
Indicator Tokenized Real World Assets Volume (RWA)
Variable On-chain representation of traditional financial assets (bonds, real estate, commodities).
Source CoinGecko
Distribution Open Data API (JSON REST / HTTPS)

On-Chain Liquidity & Stablecoins

Volume and dominance of stablecoins pegged to fiat currencies, ensuring DeFi stability.

On-Chain Liquidity & Stablecoins
Attribute Specification
Indicator On-Chain Liquidity & Stablecoins
Variable Volume and dominance of stablecoins pegged to fiat currencies, ensuring DeFi stability.
Source CoinGecko
Distribution Open Data API (JSON REST / HTTPS)

Global Digital Asset Capitalization

Total market valuation of crypto-assets reflecting the expansion of the Web3 ecosystem.

Global Digital Asset Capitalization
Attribute Specification
Indicator Global Digital Asset Capitalization
Variable Total market valuation of crypto-assets reflecting the expansion of the Web3 ecosystem.
Source CoinGecko
Distribution Open Data API (JSON REST / HTTPS)

Decentralized Economy Dynamics

Evolution of Ethereum price and blockchain market vitality.

Decentralized Economy Dynamics
Attribute Specification
Indicator Decentralized Economy Dynamics
Variable Evolution of Ethereum price and blockchain market vitality.
Source CoinGecko
Distribution Open Data API (JSON REST / HTTPS)