The post AI, Climate and the Future of Green Skills by Amit Agrawal appeared first on CFTE.

The latest Blockchain and Digital Assets session brought together global participants to explore one of the most transformative shifts now reshaping global trade: the tokenisation of trade finance assets. Led by Saloi Benbaha, Head of XDC Network Enterprise Alliance & Ventures and Global Women in AI Ambassador, the session unpacked how tokenisation, harmonised standards and cross-industry collaboration are redefining efficiency, transparency and trust across the trade ecosystem.

With a career spanning telecom, banking, blockchain and energy, and fresh from receiving the Policy Pioneer Award at the House of Lords, Saloi delivered a masterclass on what financial institutions must understand to stay competitive in a rapidly digitising world.

Tokenisation as a Catalyst in Trade Finance

Saloi began by outlining why tokenisation is emerging as a foundational pillar in trade finance. Traditional trade processes are burdened by fragmented systems, inconsistent data, paper-heavy workflows and long settlement cycles. Tokenisation offers a fundamentally different model—one where assets, documents and processes can be digitised, standardised and exchanged with programmable trust.

By converting trade assets such as invoices, letters of credit, guarantees or receivables into tokens, institutions can benefit from:

• Faster settlement

• Improved liquidity

• Greater transparency and auditability

• Reduced operational risk

• Enhanced interoperability across platforms and borders

Tokenisation, Saloi emphasised, is not simply a technology upgrade. It represents a structural shift toward digital-native trade finance.

Why Standards and Interoperability Matter

A central theme in Saloi’s presentation was the critical need for standards. Tokenisation cannot scale in isolation. It requires:

• Shared data models

• Common identity frameworks

• Legal and compliance harmonisation

• Industry-wide agreement on asset definitions

Saloi highlighted how emerging frameworks—such as the Digital Standards Initiative (DSI) and those developed by leading industry bodies—are paving the way for unified digital trade ecosystems. Without such standards, tokenisation risks becoming siloed, fragmented and incompatible across markets.

Collaboration as the Engine of Adoption

Tokenisation thrives through collaboration, not competition. Banks, corporates, fintechs, regulators and technology networks must co-design solutions. Saloi’s work at the XDC Network Enterprise Alliance exemplifies this collaborative model, bringing stakeholders together to build shared infrastructure and tackle adoption barriers collectively.

She also emphasised the growing importance of public-private coordination, particularly around regulatory clarity and cross-border legal frameworks.

Becoming Tokenisation-Ready: Skills and Capabilities

Saloi provided a clear blueprint for organisations preparing to embark on tokenisation initiatives. Key skill areas include:

• Understanding digital asset frameworks

• Navigating compliance and regulatory design

• Smart contract literacy

• Process redesign and workflow digitisation

• Cross-functional collaboration between technology, operations and legal teams

Tokenisation is not an IT project, it is an organisational transformation that requires new digital competencies across the value chain.

Integrating Tokenised Solutions with Legacy Infrastructure

One of the session’s most practical discussions centred on how banks can integrate tokenisation into existing trade finance systems. Saloi highlighted that the most effective strategy is to begin with well-defined, high-value use cases, and then:

1. Identify assets that benefit most from digitisation

2. Map the current processes and pain points

3. Build tokenised modules that integrate via APIs

4. Adopt a phased rollout that maintains continuity with legacy operations

The goal is not to replace existing infrastructure immediately but to extend it with digital layers that introduce automation and interoperability.

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5 Key Learning Outcomes from the Session

1. Tokenisation transforms trade finance by digitising assets end-to-end
It streamlines processes, increases liquidity, accelerates settlement and reduces friction that has long slowed global trade.

2. Standards are essential for scalable adoption
Without alignment on data, identity and legal frameworks, tokenisation remains isolated. Industry-wide standards unlock interoperability and global connectivity.

3. Collaboration drives real-world implementation
Tokenisation succeeds when banks, corporates, regulators and networks work together to redesign trade processes, not when each operates alone.

4. Successful tokenisation requires new digital skills across organisations
Teams must understand blockchain concepts, regulatory expectations, smart contracts and process redesign, not just technology.

5. Integration with legacy systems must be phased and strategic
Institutions should start with clearly defined assets and use cases, then layer tokenisation onto existing infrastructure through modular, API-driven approaches.

As trade finance undergoes rapid digital transformation, tokenisation stands out as a powerful enabler of transparency, speed and global interoperability. Saloi’s session showed that the future of trade will not simply be digitised, it will be standardised, collaborative and token-powered. For institutions looking to stay competitive, now is the moment to build the skills, partnerships and technological foundations needed to thrive in this new era. With growing momentum across industries and governments, the shift toward digital trade finance is no longer a possibility, it is already underway.

 

The post Future-Proofing Trade Finance: The Role of  Tokenisation, Standards, and Collaboration by Saloi Benbaha appeared first on CFTE.

5 Innovative Artificial Intelligence Startups in France

France is no longer a stranger to the Artificial Intelligence scene. Macron and his government presented a vision and strategy to make France a ‘leading country for Artificial Intelligence’ early last year. A €1.5 billion investment in AI projects over the next four years, from public research to startups, it is a strong showing that will place the nation in good stead across industries like finance, healthcare, robotics, and so on.

Continued innovations in France, as well as our presence in Paris as part of our AI Roadmap, prompted us to take a look at 7 innovative startups utilising AI in France.

Tinyclues

Formed in 2010, Tinyclues has raised $25.4 million and developed an AI-backed campaign marketing solution that enables B2C marketers exponentially grow engagement and revenue. Thanks to incorporating machine learning into business’ databases, the software can derive conclusions led on ‘tiny clues’ within the information. This removes the necessity for senseless, arbitrary manual profiling of customers.

Prophesee

Prophesee has raised $37 million since its inception in 2014, as it has developed a ‘neuromorphic vision system’ mimicking the natural capabilities of the human eye and brain. Thanks to efficiency gains granted from their use of AI, the technology is said to perform up to 100 times better than the human eye. Unsurprisingly, it has proven to be ideal for robotic and automotive industries.

Shift Technology

Shift Technology was founded in 2014 by the trio of David Durrleman, Jeremy Jawish and Eric Sibony. Since then, they have worked to provide insurance firms with SAAS solutions to prevent fraud and increase the capabilities of fraud detection. Thus far, the firm has raised over $40 million and has offices in New York and Tokyo, all thanks to its unique AI-based service.

Snips

Snips is an AI voice platform for suitably connected devices, allowing companies and OEM manufacturers the ability to easily add voice assistants to their product line. Founded by Mael Primet, Rand Hindi and Michael Fester, the firm has raised over €22.5 million

Saagie

Since being founded in 2013, Saagie has raised over $13m for its accessible big data platform. Clients are able to shift through their unmanageable pools of data lakes for the exact piece of information they need, all while monitoring user consent and sensitive data.
As Artificial Intelligence continues to make waves through every industry, it is important to have a solid foundation in the core concepts governing the tech. CFTE has formed AI in Finance — a leading programme which allows participants to learn from senior industry leaders who hail from the large financial institutions, fast growing startups and regulatory agencies. Featuring 18 guest speakers and 5 senior lecturers, learners will understand how AI transforms finance. Designed for those novices or professionals who want to be part of this flourishing industry (and with no prerequisites) — join the AI revolution in Finance today!
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5 Innovative Artificial Intelligence Startups in France

France is no longer a stranger to the Artificial Intelligence scene. Macron and his government presented a vision and strategy to make France a ‘leading country for Artificial Intelligence’ early last year. A €1.5 billion investment in AI projects over the next four years, from public research to startups, it is a strong showing that will place the nation in good stead across industries like finance, healthcare, robotics, and so on.

Continued innovations in France, as well as our presence in Paris as part of our AI Roadmap, prompted us to take a look at 7 innovative startups utilising AI in France.

Tinyclues

Formed in 2010, Tinyclues has raised $25.4 million and developed an AI-backed campaign marketing solution that enables B2C marketers exponentially grow engagement and revenue. Thanks to incorporating machine learning into business’ databases, the software can derive conclusions led on ‘tiny clues’ within the information. This removes the necessity for senseless, arbitrary manual profiling of customers.

Prophesee

Prophesee has raised $37 million since its inception in 2014, as it has developed a ‘neuromorphic vision system’ mimicking the natural capabilities of the human eye and brain. Thanks to efficiency gains granted from their use of AI, the technology is said to perform up to 100 times better than the human eye. Unsurprisingly, it has proven to be ideal for robotic and automotive industries.

Shift Technology

Shift Technology was founded in 2014 by the trio of David Durrleman, Jeremy Jawish and Eric Sibony. Since then, they have worked to provide insurance firms with SAAS solutions to prevent fraud and increase the capabilities of fraud detection. Thus far, the firm has raised over $40 million and has offices in New York and Tokyo, all thanks to its unique AI-based service.

Snips

Snips is an AI voice platform for suitably connected devices, allowing companies and OEM manufacturers the ability to easily add voice assistants to their product line. Founded by Mael Primet, Rand Hindi and Michael Fester, the firm has raised over €22.5 million

Saagie

Since being founded in 2013, Saagie has raised over $13m for its accessible big data platform. Clients are able to shift through their unmanageable pools of data lakes for the exact piece of information they need, all while monitoring user consent and sensitive data.
As Artificial Intelligence continues to make waves through every industry, it is important to have a solid foundation in the core concepts governing the tech. CFTE has formed AI in Finance — a leading programme which allows participants to learn from senior industry leaders who hail from the large financial institutions, fast growing startups and regulatory agencies. Featuring 18 guest speakers and 5 senior lecturers, learners will understand how AI transforms finance. Designed for those novices or professionals who want to be part of this flourishing industry (and with no prerequisites) — join the AI revolution in Finance today!
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1wb3J0YW50OyB3aWR0aDppbml0aWFsICFpbXBvcnRhbnQ7IHZlcnRpY2FsLWFsaWduOm1pZGRsZSAhaW1wb3J0YW50OyB9CiAjX2Zvcm1fOV8gLl9mb3JtLWltYWdlIHsgbWF4LXdpZHRoOjEwMCU7IGhlaWdodDphdXRvICFpbXBvcnRhbnQ7IH0KICNfZm9ybV85XyBpbnB1dFt0eXBlPSJ0ZXh0Il0geyBwYWRkaW5nLWxlZnQ6MTBweDsgcGFkZGluZy1yaWdodDoxMHB4OyBmb250LXNpemU6MTZweDsgbGluZS1oZWlnaHQ6MS4zZW07IC13ZWJraXQtYXBwZWFyYW5jZTpub25lOyB9CiAjX2Zvcm1fOV8gaW5wdXRbdHlwZT0icmFkaW8iXSwjX2Zvcm1fOV8gaW5wdXRbdHlwZT0iY2hlY2tib3giXSB7IGRpc3BsYXk6aW5saW5lLWJsb2NrOyB3aWR0aDoxLjNlbTsgaGVpZ2h0OjEuM2VtOyBmb250LXNpemU6MWVtOyBtYXJnaW46MCAwLjNlbSAwIDA7IHZlcnRpY2FsLWFsaWduOmJhc2VsaW5lOyB9CiAjX2Zvcm1fOV8gYnV0dG9uW3R5cGU9InN1Ym1pdCJdIHsgcGFkZGluZzoyMHB4OyBmb250LXNpemU6MS41ZW07IH0KICNfZm9ybV85XyAuX2lubGluZS1zdHlsZSB7IG1hcmdpbjoyMHB4IDAgMCAhaW1wb3J0YW50OyB9CiB9CiAjX2Zvcm1fOV8geyBwb3NpdGlvbjpyZWxhdGl2ZTsgdGV4dC1hbGlnbjpsZWZ0OyBtYXJnaW46MjVweCBhdXRvIDA7IHBhZGRpbmc6MjBweDsgLXdlYmtpdC1ib3gtc2l6aW5nOmJvcmRlci1ib3g7IC1tb3otYm94LXNpemluZzpib3JkZXItYm94OyBib3gtc2l6aW5nOmJvcmRlci1ib3g7ICp6b29tOjE7IGJhY2tncm91bmQ6I2ZmZiAhaW1wb3J0YW50OyBib3JkZXI6MHB4IHNvbGlkICNiMGIwYjAgIWltcG9ydGFudDsgd2lkdGg6NTAwcHg7IC1tb3otYm9yZGVyLXJhZGl1czowcHggIWltcG9ydGFudDsgLXdlYmtpdC1ib3JkZXItcmFkaXVzOjBweCAhaW1wb3J0YW50OyBib3JkZXItcmFkaXVzOjBweCAhaW1wb3J0YW50OyBjb2xvcjojMDAwICFpbXBvcnRhbnQ7IH0KICNfZm9ybV85XyAuX2Zvcm0tdGl0bGUgeyBmb250LXNpemU6MjJweDsgbGluZS1oZWlnaHQ6MjJweDsgZm9udC13ZWlnaHQ6NjAwOyBtYXJnaW4tYm90dG9tOjA7IH0KICNfZm9ybV85XzpiZWZvcmUsI19mb3JtXzlfOmFmdGVyIHsgY29udGVudDoiICI7IGRpc3BsYXk6dGFibGU7IH0KICNfZm9ybV85XzphZnRlciB7IGNsZWFyOmJvdGg7IH0KICNfZm9ybV85Xy5faW5saW5lLXN0eWxlIHsgd2lkdGg6YXV0bzsgZGlzcGxheTppbmxpbmUtYmxvY2s7IH0KICNfZm9ybV85Xy5faW5saW5lLXN0eWxlIGlucHV0W3R5cGU9InRleHQiXSwjX2Zvcm1fOV8uX2lubGluZS1zdHlsZSBpbnB1dFt0eXBlPSJkYXRlIl0geyBwYWRkaW5nOjEwcHggMTJweDsgfQogI19mb3JtXzlfLl9pbmxpbmUtc3R5bGUgYnV0dG9uLl9pbmxpbmUtc3R5bGUgeyBwb3NpdGlvbjpyZWxhdGl2ZTsgdG9wOjI3cHg7IH0KICNfZm9ybV85Xy5faW5saW5lLXN0eWxlIHAgeyBtYXJnaW46MDsgfQogI19mb3JtXzlfLl9pbmxpbmUtc3R5bGUgLl9idXR0b24td3JhcHBlciB7IHBvc2l0aW9uOnJlbGF0aXZlOyBtYXJnaW46MjdweCAxMi41cHggMCAyMHB4OyB9CiAjX2Zvcm1fOV8gLl9mb3JtLXRoYW5rLXlvdSB7IHBvc2l0aW9uOnJlbGF0aXZlOyBsZWZ0OjA7IHJpZ2h0OjA7IHRleHQtYWxpZ246Y2VudGVyOyBmb250LXNpemU6MThweDsgfQogQG1lZGlhIGFsbCBhbmQgKG1pbi13aWR0aDozMjBweCkgYW5kIChtYXgtd2lkdGg6NjY3cHgpIHsgI19mb3JtXzlfLl9pbmxpbmUtZm9ybS5faW5saW5lLXN0eWxlIC5faW5saW5lLXN0eWxlLl9idXR0b24td3JhcHBlciB7IG1hcmdpbi10b3A6MjBweCAhaW1wb3J0YW50OyBtYXJnaW4tbGVmdDowICFpbXBvcnRhbnQ7IH0KIH0KPC9zdHlsZT4KPGZvcm0gbWV0aG9kPSJQT1NUIiBhY3Rpb249Imh0dHBzOi8vY2Z0ZS5hY3RpdmVob3N0ZWQuY29tL3Byb2MucGhwIiBpZD0iX2Zvcm1fOV8iIGNsYXNzPSJfZm9ybSBfZm9ybV85IF9pbmxpbmUtZm9ybSAgX2RhcmsiIG5vdmFsaWRhdGU+CiAgPGlucHV0IHR5cGU9ImhpZGRlbiIgbmFtZT0idSIgdmFsdWU9IjkiIC8+CiAgPGlucHV0IHR5cGU9ImhpZGRlbiIgbmFtZT0iZiIgdmFsdWU9IjkiIC8+CiAgPGlucHV0IHR5cGU9ImhpZGRlbiIgbmFtZT0icyIgLz4KICA8aW5wdXQgdHlwZT0iaGlkZGVuIiBuYW1lPSJjIiB2YWx1ZT0iMCIgLz4KICA8aW5wdXQgdHlwZT0iaGlkZGVuIiBuYW1lPSJtIiB2YWx1ZT0iMCIgLz4KICA8aW5wdXQgdHlwZT0iaGlkZGVuIiBuYW1lPSJhY3QiIHZhbHVlPSJzdWIiIC8+CiAgPGlucHV0IHR5cGU9ImhpZGRlbiIgbmFtZT0idiIgdmFsdWU9IjIiIC8+CiAgPGRpdiBjbGFzcz0iX2Zvcm0tY29udGVudCI+CiAgICA8ZGl2IGNsYXNzPSJfZm9ybV9lbGVtZW50IF94NTQyNDM5ODIgX2Z1bGxfd2lkdGggX2NsZWFyIiA+CiAgICAgIDxkaXYgY2xhc3M9I
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JnaW46MCAhaW1wb3J0YW50OyB3aWR0aDppbml0aWFsICFpbXBvcnRhbnQ7IHZlcnRpY2FsLWFsaWduOm1pZGRsZSAhaW1wb3J0YW50OyB9CiAjX2Zvcm1fOV8gLl9mb3JtLWltYWdlIHsgbWF4LXdpZHRoOjEwMCU7IGhlaWdodDphdXRvICFpbXBvcnRhbnQ7IH0KICNfZm9ybV85XyBpbnB1dFt0eXBlPSJ0ZXh0Il0geyBwYWRkaW5nLWxlZnQ6MTBweDsgcGFkZGluZy1yaWdodDoxMHB4OyBmb250LXNpemU6MTZweDsgbGluZS1oZWlnaHQ6MS4zZW07IC13ZWJraXQtYXBwZWFyYW5jZTpub25lOyB9CiAjX2Zvcm1fOV8gaW5wdXRbdHlwZT0icmFkaW8iXSwjX2Zvcm1fOV8gaW5wdXRbdHlwZT0iY2hlY2tib3giXSB7IGRpc3BsYXk6aW5saW5lLWJsb2NrOyB3aWR0aDoxLjNlbTsgaGVpZ2h0OjEuM2VtOyBmb250LXNpemU6MWVtOyBtYXJnaW46MCAwLjNlbSAwIDA7IHZlcnRpY2FsLWFsaWduOmJhc2VsaW5lOyB9CiAjX2Zvcm1fOV8gYnV0dG9uW3R5cGU9InN1Ym1pdCJdIHsgcGFkZGluZzoyMHB4OyBmb250LXNpemU6MS41ZW07IH0KICNfZm9ybV85XyAuX2lubGluZS1zdHlsZSB7IG1hcmdpbjoyMHB4IDAgMCAhaW1wb3J0YW50OyB9CiB9CiAjX2Zvcm1fOV8geyBwb3NpdGlvbjpyZWxhdGl2ZTsgdGV4dC1hbGlnbjpsZWZ0OyBtYXJnaW46MjVweCBhdXRvIDA7IHBhZGRpbmc6MjBweDsgLXdlYmtpdC1ib3gtc2l6aW5nOmJvcmRlci1ib3g7IC1tb3otYm94LXNpemluZzpib3JkZXItYm94OyBib3gtc2l6aW5nOmJvcmRlci1ib3g7ICp6b29tOjE7IGJhY2tncm91bmQ6I2ZmZiAhaW1wb3J0YW50OyBib3JkZXI6MHB4IHNvbGlkICNiMGIwYjAgIWltcG9ydGFudDsgd2lkdGg6NTAwcHg7IC1tb3otYm9yZGVyLXJhZGl1czowcHggIWltcG9ydGFudDsgLXdlYmtpdC1ib3JkZXItcmFkaXVzOjBweCAhaW1wb3J0YW50OyBib3JkZXItcmFkaXVzOjBweCAhaW1wb3J0YW50OyBjb2xvcjojMDAwICFpbXBvcnRhbnQ7IH0KICNfZm9ybV85XyAuX2Zvcm0tdGl0bGUgeyBmb250LXNpemU6MjJweDsgbGluZS1oZWlnaHQ6MjJweDsgZm9udC13ZWlnaHQ6NjAwOyBtYXJnaW4tYm90dG9tOjA7IH0KICNfZm9ybV85XzpiZWZvcmUsI19mb3JtXzlfOmFmdGVyIHsgY29udGVudDoiICI7IGRpc3BsYXk6dGFibGU7IH0KICNfZm9ybV85XzphZnRlciB7IGNsZWFyOmJvdGg7IH0KICNfZm9ybV85Xy5faW5saW5lLXN0eWxlIHsgd2lkdGg6YXV0bzsgZGlzcGxheTppbmxpbmUtYmxvY2s7IH0KICNfZm9ybV85Xy5faW5saW5lLXN0eWxlIGlucHV0W3R5cGU9InRleHQiXSwjX2Zvcm1fOV8uX2lubGluZS1zdHlsZSBpbnB1dFt0eXBlPSJkYXRlIl0geyBwYWRkaW5nOjEwcHggMTJweDsgfQogI19mb3JtXzlfLl9pbmxpbmUtc3R5bGUgYnV0dG9uLl9pbmxpbmUtc3R5bGUgeyBwb3NpdGlvbjpyZWxhdGl2ZTsgdG9wOjI3cHg7IH0KICNfZm9ybV85Xy5faW5saW5lLXN0eWxlIHAgeyBtYXJnaW46MDsgfQogI19mb3JtXzlfLl9pbmxpbmUtc3R5bGUgLl9idXR0b24td3JhcHBlciB7IHBvc2l0aW9uOnJlbGF0aXZlOyBtYXJnaW46MjdweCAxMi41cHggMCAyMHB4OyB9CiAjX2Zvcm1fOV8gLl9mb3JtLXRoYW5rLXlvdSB7IHBvc2l0aW9uOnJlbGF0aXZlOyBsZWZ0OjA7IHJpZ2h0OjA7IHRleHQtYWxpZ246Y2VudGVyOyBmb250LXNpemU6MThweDsgfQogQG1lZGlhIGFsbCBhbmQgKG1pbi13aWR0aDozMjBweCkgYW5kIChtYXgtd2lkdGg6NjY3cHgpIHsgI19mb3JtXzlfLl9pbmxpbmUtZm9ybS5faW5saW5lLXN0eWxlIC5faW5saW5lLXN0eWxlLl9idXR0b24td3JhcHBlciB7IG1hcmdpbi10b3A6MjBweCAhaW1wb3J0YW50OyBtYXJnaW4tbGVmdDowICFpbXBvcnRhbnQ7IH0KIH0KPC9zdHlsZT4KPGZvcm0gbWV0aG9kPSJQT1NUIiBhY3Rpb249Imh0dHBzOi8vY2Z0ZS5hY3RpdmVob3N0ZWQuY29tL3Byb2MucGhwIiBpZD0iX2Zvcm1fOV8iIGNsYXNzPSJfZm9ybSBfZm9ybV85IF9pbmxpbmUtZm9ybSAgX2RhcmsiIG5vdmFsaWRhdGU+CiAgPGlucHV0IHR5cGU9ImhpZGRlbiIgbmFtZT0idSIgdmFsdWU9IjkiIC8+CiAgPGlucHV0IHR5cGU9ImhpZGRlbiIgbmFtZT0iZiIgdmFsdWU9IjkiIC8+CiAgPGlucHV0IHR5cGU9ImhpZGRlbiIgbmFtZT0icyIgLz4KICA8aW5wdXQgdHlwZT0iaGlkZGVuIiBuYW1lPSJjIiB2YWx1ZT0iMCIgLz4KICA8aW5wdXQgdHlwZT0iaGlkZGVuIiBuYW1lPSJtIiB2YWx1ZT0iMCIgLz4KICA8aW5wdXQgdHlwZT0iaGlkZGVuIiBuYW1lPSJhY3QiIHZhbHVlPSJzdWIiIC8+CiAgPGlucHV0IHR5cGU9ImhpZGRlbiIgbmFtZT0idiIgdmFsdWU9IjIiIC8+CiAgPGRpdiBjbGFzcz0iX2Zvcm0tY29udGVudCI+CiAgICA8ZGl2IGNsYXNzPSJfZm9ybV9lbGVtZW50IF94NTQyNDM5ODIgX2Z1bGxfd2lkdGggX2NsZWFyIiA+CiAgICAgIDxka
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CFTE Commences World’s 1st Fintech Hybrid Specialisation

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The post CFTE Commences World's 1st Fintech Hybrid Specialisation appeared first on CFTE.

CFTE Launches AIF in Paris

Fresh from the Singapore and London launches of AI in Finance (AIF), CFTE will be in Paris next week for the launch of the programme in France that will take place on Thursday 12^th July on the second day of the 2018 Paris Europlace International Financial Forum, one of the largest C-level financial services events in Europe.
Governments across the globe are investing more and more into AI as a means to drive economic growth and the launch of AI in Finance into France comes at a time when the French government has announced a number of initiatives to develop the AI industry in France, with French president Emmanuel Macron committing over $1.5 billion to support its development.
In order for France to achieve these ambitions, a number of areas will require investment and education will be one of them. Thus, it was in light of France’s push towards becoming an AI leader that CFTE signed a milestone partnership with Finance Innovation – the French government-backed innovation Cluster for the financial industry – earlier this year with the goal of providing corporates and individuals access to expert training programs to help them prepare for an AI future.
For the AIF France launch, CFTE and Finance Innovation will host two-panel discussions with our co-founders Tram Anh Nguyen and Huy Nguyen Trieu.
In the first panel, “Training professionals for Finance 2.0: the Singapore experience”, Tram Anh will speak with Joelle Durieux, CEO of Finance Innovation, to discuss how to deliver education at scale by delving deeper into the steps Singapore’s financial sector is taking to prepare their workforce for a digital future. The discussion is particularly relevant given the heavy involvement of Singapore in developing the course. For one, the course was developed in partnership with Ngee Ann Polytechnic, an institute of higher learning in Singapore that’s taking a progressive attitude to training it’s students. Secondly, the course has two Singaporean banks as anchor sponsors of AIF who have committed to implementing advanced training programs to upskill their employees in digital skills
For the second panel, “How is AI really implemented in finance”, Huy will be joined in fireside chat with 2 CFTE boardmembers and Around Fintech in 8 Hours lecturers, Janos Barberis (Founder of SuperCharger) and Ronit Ghose (Global Head of Banks Research, Citi) plus Senior Lecturer on AI in Finance, Philip Watson, who delivers the second chapter on the course, “AI Technologies”. The panel discussion will dive deeper into how AI is being applied in financial services today as well as what the future holds for the industry from an AI perspective. 

Agenda

Paris Launch of “Artificial Intelligence in Finance”, the largest online course about the applications of AI in finance.

• 3:00 pm: Introductory remarks by Joelle Durieux, CEO of Finance Innovation
• 3:05 pm: Presentation of “AI in Finance” by Huy Nguyen Trieu, co-founder of CFTE
• 3:15 pm: Training professionals for Finance 2.0: the Singapore experience: Joelle Durieux in discussion with Tram Anh Nguyen (co-founder of CFTE)
• 3:40 pm: How is AI really implemented in finance. Fireside chat between Philip Watson (Global Head of Innovation, Citi Private Bank), Janos Barberis (CEO of the Asian SuperCharger) and Ronit Ghose (Global Head of Bank Research, Citi).
• 4:30 pm: End

About AI in Finance

London-based Centre for Finance, Technology and Entrepreneurship (CFTE) and Singapore’s Ngee Ann Polytechnic (NP) have jointly launched the first industry-led AI in Finance (AIF) online course. Over 20 finance and technology thought leaders and insiders have come together to share key fundamentals and real-life case studies on how AI is reshaping the finance industry worldwide. The accredited course updates finance professionals and technologists on the AI revolution and creates an online community of learners and experts in AI to connect and network for future collaborations. For more information on the course, please visit cfte.education/aifinance 
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CFTE Launches AIF in Paris

Fresh from the Singapore and London launches of AI in Finance (AIF), CFTE will be in Paris next week for the launch of the programme in France that will take place on Thursday 12^th July on the second day of the 2018 Paris Europlace International Financial Forum, one of the largest C-level financial services events in Europe.
Governments across the globe are investing more and more into AI as a means to drive economic growth and the launch of AI in Finance into France comes at a time when the French government has announced a number of initiatives to develop the AI industry in France, with French president Emmanuel Macron committing over $1.5 billion to support its development.
In order for France to achieve these ambitions, a number of areas will require investment and education will be one of them. Thus, it was in light of France’s push towards becoming an AI leader that CFTE signed a milestone partnership with Finance Innovation – the French government-backed innovation Cluster for the financial industry – earlier this year with the goal of providing corporates and individuals access to expert training programs to help them prepare for an AI future.
For the AIF France launch, CFTE and Finance Innovation will host two-panel discussions with our co-founders Tram Anh Nguyen and Huy Nguyen Trieu.
In the first panel, “Training professionals for Finance 2.0: the Singapore experience”, Tram Anh will speak with Joelle Durieux, CEO of Finance Innovation, to discuss how to deliver education at scale by delving deeper into the steps Singapore’s financial sector is taking to prepare their workforce for a digital future. The discussion is particularly relevant given the heavy involvement of Singapore in developing the course. For one, the course was developed in partnership with Ngee Ann Polytechnic, an institute of higher learning in Singapore that’s taking a progressive attitude to training it’s students. Secondly, the course has two Singaporean banks as anchor sponsors of AIF who have committed to implementing advanced training programs to upskill their employees in digital skills
For the second panel, “How is AI really implemented in finance”, Huy will be joined in fireside chat with 2 CFTE boardmembers and Around Fintech in 8 Hours lecturers, Janos Barberis (Founder of SuperCharger) and Ronit Ghose (Global Head of Banks Research, Citi) plus Senior Lecturer on AI in Finance, Philip Watson, who delivers the second chapter on the course, “AI Technologies”. The panel discussion will dive deeper into how AI is being applied in financial services today as well as what the future holds for the industry from an AI perspective. 

Agenda

Paris Launch of “Artificial Intelligence in Finance”, the largest online course about the applications of AI in finance.

• 3:00 pm: Introductory remarks by Joelle Durieux, CEO of Finance Innovation
• 3:05 pm: Presentation of “AI in Finance” by Huy Nguyen Trieu, co-founder of CFTE
• 3:15 pm: Training professionals for Finance 2.0: the Singapore experience: Joelle Durieux in discussion with Tram Anh Nguyen (co-founder of CFTE)
• 3:40 pm: How is AI really implemented in finance. Fireside chat between Philip Watson (Global Head of Innovation, Citi Private Bank), Janos Barberis (CEO of the Asian SuperCharger) and Ronit Ghose (Global Head of Bank Research, Citi).
• 4:30 pm: End

About AI in Finance

London-based Centre for Finance, Technology and Entrepreneurship (CFTE) and Singapore’s Ngee Ann Polytechnic (NP) have jointly launched the first industry-led AI in Finance (AIF) online course. Over 20 finance and technology thought leaders and insiders have come together to share key fundamentals and real-life case studies on how AI is reshaping the finance industry worldwide. The accredited course updates finance professionals and technologists on the AI revolution and creates an online community of learners and experts in AI to connect and network for future collaborations. For more information on the course, please visit cfte.education/aifinance 
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