As an early adopter of Artificial Intelligence (AI) investing, asset management firm Differential Capital has used data to uncover what the market is not seeing, to the benefit of investors for the past six years and has now shared their learnings with competitors. The company has developed a Python package which allows for stock-level extensions to Menchero’s Method for portfolio attributions, which they have shared with the financial services industry. “Portfolio attribution is a critical tool for investment managers, enabling them to dissect and understand the sources of portfolio performance relative to a benchmark. By breaking down returns into allocation
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Archives for Tsebo Facilities Solutions
Tsebo’s AI transformation earns global recognition for workforce innovation
Tsebo Solutions Group, a leading provider of integrated workplace management solutions in Africa, is pleased to announce that we came out on top in the Case-Based Recognition category: “Empower through AI,” a global award by the Top Employers Institute. This recognition underscores our commitment to leveraging artificial intelligence to empower our people and enhance careers while maintaining a balanced, human-centric approach to digital transformation. Our submission was carefully evaluated by an expert panel of HR auditors from the Top Employers Institute and recognised as one of the most innovative contributions to the Certification Celebration 2025 Recognition Programme. This honour reflects
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Strategic Water Management in South Africa: Tsebo Facilities Solutions at the Forefront
South Africa’s water crisis mirrors the global predicament of water scarcity exacerbated by aging infrastructure, budget constraints, and regional management discrepancies. Water challenges are not isolated to the public sector; they ripple across all aspects of society and industry, affecting everything from corporate productivity to basic operational hygiene in facilities. Ebrahim Patel, Head of Engineering at Tsebo Facilities Solutions, outlines a multifaceted approach to tackling these issues, highlighting the need for an overhaul of infrastructure, adoption of advanced technologies, and a cultural shift towards conservation. At the heart of the issue lies South Africa’s dilapidated water infrastructure, which struggles to
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