E-Business
The Future of Enterprise AI isn’t about More Data – It’s About The Right Data

Artificial intelligence promises to transform every aspect of business operations, yet a lot of companies lack clarity on how to get from pilot to full production and value realisation. In today’s digital landscape they struggle with islands of data spread across various systems, leading many workers to not trust the data used to train AI systems and experience difficulty to get what they want out of them.

According to Salesforce research, only 28% of applications are connected, and over 80% of business leaders struggle with data fragmentation and data silos.
While three-quarters of workers surveyed in the recent “Your Data, Your AI” survey from Salesforce believe accurate, complete, and secure data is critical to building trust in AI, more than half do not trust the data used to train AI systems today. And nearly 60% of AI users worldwide find it difficult to get what they want out of AI, the report found.
The future of enterprise AI isn’t about more data – it’s about the right data. When AI is grounded in a company’s own data, it delivers more useful results and ultimately drives greater trust and adoption.
Only by consolidating their data will companies be able to fully understand the complete customer journey. A trusted data foundation and integrating AI into workflows across the enterprise are key ingredients needed for AI success.
Deploying these together, companies can unlock enterprise deployments at scale and drive measurable outcomes from AI automation, personalisation, and performance optimisation, including higher sales productivity, faster customer service resolutions, higher-conversion marketing campaigns.
Building a trusted data foundation
For AI to live up to the hype, large language models (LLMs) must be grounded in trusted enterprise data. However, with data trapped in disconnected silos, wholesale digital transformation and value realisation remains elusive. Prospects are worse when the data being used to ground AI models is incomplete, incorrect, or irrelevant — leading to inconsistent, incorrect results.
Unlocking the power of trapped data enables better analysis, decision-making, and AI automation, grounding customer and business data and metadata — a common language that integrates all applications — in ways that deliver trusted, outcome-oriented results without expensive model training.
Take, for example, real-time data that a prospective customer has just visited a company’s website. Previously, sales reps would have had no way of knowing this without manually pulling data into a custom report. Real-time data brings actionable insights, allowing for immediate customer engagement, resulting in higher conversion rates, revenue growth, and customer satisfaction.
Trust is a key component of successful enterprise AI deployments. By unifying and cleansing their data, companies can ensure that AI models operate on the most accurate information.
At Salesforce, we have engineered trust into every Salesforce application through our Einstein Trust Layer, a core part of the Einstein 1 Platform. The Einstein Trust Layer includes data masking to ensure data privacy protection, a zero-retention architecture to ensure data is never learned by AI models or stored outside Salesforce, an LLM audit trail, and keeps humans at the helm of every AI interaction. We have also built-in a feedback loop that continuously improves model accuracy and relevance, and this feedback data is automatically logged in Data Cloud.
Integrating AI into the flow of work
The need to deliver AI in the flow of where companies’ sales, service, marketing, commerce, developer, and other employees work explains why they’re leaning into conversational assistants, for their employees to interact with any data or workflow across their enterprise.
With specific customer data, employees can generate useful responses which are automatically grounded in all of their organisation’s trusted data and metadata. From generating customer campaigns, to answering service questions, everything is personalised, based on consolidated data – all securely within the confines of their company’s data and business processes.
The powerful combination of data and CRM makes these personalised customer experiences possible. For today’s consumer, milliseconds matter. The cost of not keeping up with them could be lost sales opportunities, poor social media reviews, or a disconnect in healthcare delivery.
While generative AI is still in its early stages for most companies, the potential for true enterprise transformation is immense. Those that can put in a foundation of data and trust, and offer AI in the flow of where their employees work, will be able to shift from pilot to production and realise tremendous value, employee satisfaction, customer loyalty, and business growth.
E-Business
Galaxy Backbone Tops FG’s Website Performance Ranking

Galaxy Backbone Limited (GBB) has been ranked first overall in the 2025 Federal Government Website Performance Scorecard.

This is a landmark achievement for Nigeria’s digital economy.
The ranking, conducted by the Bureau of Public Service Reforms (BPSR), is the definitive benchmark for digital excellence and transparency across all Ministries, Departments, and Agencies (MDAs).
Professor Ibrahim Adepoju Adeyanju, managing director and CEO of Galaxy Backbone, received the award during a ceremony in Abuja.
He described the feat as a validation of the agency’s“Nigeria First”data sovereignty strategy and its relentless pursuit of service excellence.
This recognition comes as the Federal Government intensifies its push to achieve a fully paperless civil service by December 31, 2025.
GBB has been the primary architect of this transition through its 1Gov Enterprise Content Management (ECM) platform, which now hosts the operations of almost all federal MDAs.
The award adds to a growing list of accolades for Galaxy Backbone in 2025, following its recent win of the “International Standard Excellence Award for Best IT Service Provider.”
As the central hub for government shared services, GBB’s performance serves as a blueprint for other agencies currently undergoing digital transformation.
With its expanded fiber-optic backbone now covering over 13 states and its secure cloud solutions, Galaxy Backbone remains the cornerstone of Nigeria’s vision to become a leading digital nation by the end of the decade.
E-Business
Nigeria Police Arrest Okitipi, Nigerian Allegedly Linked to Microsoft 365 Hack

Okitipi Samuel, a Nigerian man, has been taken into custody by the Nigeria Police Force for his alleged role in a global cyberattack on Microsoft 365 users.

Benjamin Hundeyin, Force public relations officer, disclosed this on Thursday in Abuja while briefing journalists on the outcome of investigations carried out by the National Cybercrime Centre of the Nigeria Police Force.
Hundeyin said the centre, under the leadership of Ifeanyi Uche, its director and Commissioner of Police, commenced investigations in collaboration with Microsoft, the Federal Bureau of Investigation, the United States Secret Service, and the United Kingdom’s National Crime Agency.
According to him, investigations revealed that a phishing toolkit known as “Raccoon 0365” was used to create fake Microsoft login portals to harvest user credentials and unlawfully access email accounts belonging to corporate organisations, financial institutions, and educational institutions in several countries.
“This investigation commenced following credible intelligence received from Microsoft USA through the FBI, indicating that a malicious phishing toolkit known as Raccoon0365 was being used to create fake Microsoft login portals, harvest user credentials, and unlawfully access the email accounts of corporate organisations, financial institutions, and educational establishments,” Hundeyin said.
He added that between January and September 2025, several reports of unauthorised access to Microsoft 365 accounts were traced to phishing emails designed to mimic legitimate Microsoft login pages, enabling business email compromise, internal phishing, data breaches, and other cyber-enabled fraud.
Hundeyin said digital forensic analysis and cryptocurrency tracing identified wallets connected to the illegal operation.
He noted that operatives were deployed to Lagos and Edo states, leading to the arrest of three suspects identified as Joshua, James, and Okitipi Samuel between September 20 and October 4, 2025.
“Following extensive digital forensic and technical intelligence analysis, the centre conducted cryptocurrency tracing that identified suspicious wallets connected to cash-out schemes.
“Acting on actionable intelligence, operational teams were deployed to Lagos and Edo states, resulting in the arrest of Joshua, James, and Okitipi Samuel. Searches at their residences led to the recovery of mobile devices, laptops, and other digital exhibits linked to the fraudulent scheme,” he said.
Hundeyin identified Okitipi Samuel, also known as “0365” and Moses Felix as the principal suspect and developer of the phishing infrastructure.
He added that investigations confirmed Samuel unlawfully used the email details of one of the arrested individuals without consent to register some of the accounts used in the operation.
The police spokesperson said further investigations revealed that the identities of Joshua and James were used without their consent.
“There was no evidence linking them to the creation or operation of the phishing scheme. They were victims of identity theft,” Hundeyin said.
He said a prima facie case had been established against Samuel for identity theft, unlawful access to computer systems, creation and distribution of malicious software, unauthorised interference with network data, and aiding and abetting fraud.
Hundeyin added that the suspect would be charged under relevant provisions of the Cybercrimes (Prohibition, Prevention, etc.) Act, 2024.
He said the suspect would be prosecuted in Nigeria, noting that the country has the capacity to enforce its cybercrime laws, although extradition could be considered if formally requested through due process.
Hundeyin assured Nigerians that the police, under the leadership of Kayode Egbetokun, inspector-general of Police, would continue to protect the country’s digital ecosystem and urged citizens to practise good cyber hygiene by being cautious when clicking links and sharing personal information online.
Speaking separately, Ifeanyi Uche, director of the National Cybercrime Centre, urged Nigerians to exercise caution online.
Uche advised members of the public to avoid clicking on links from unknown or unexpected sources, noting that such links often contain malware or phishing tools designed to compromise devices and personal data.
He warned that indiscriminate clicking of links or responding to unsolicited emails could lead to unauthorised access to personal and corporate accounts, urging citizens to “wash their cyber hands” by verifying sources before taking action online.
E-Business
Nigeria Takes the Lead in the Global WSIS+20 Digital Agenda

Nigeria has unveiled a comprehensive, multi-pronged strategy designed to localise WSIS+20 commitments. This roadmap accelerates national transformation by prioritising robust infrastructure, transparent internet governance, and advanced cybersecurity through deep stakeholder collaboration.

Unveiled in New York at the Nigerian high-level side event titled “Re-Imagining Digital Cooperation for Sustainable Development: From WSIS+20 Vision to Local Action,” the strategy cements Nigeria’s position as a primary architect of the world’s digital future.
Speaking at the event, the Director General of the National Information Technology Development Agency (NITDA), Kashifu Inuwa, CCIE represented by Director, Corporate Planning and Strategy, Dr. Dimie Shively Wariowei said Nigeria’s approach is deliberately aligned with the four core activity areas identified under the ongoing WSIS+20 review process.
According to him, the focus areas provide a practical framework for translating global digital commitments into measurable national outcomes, ensuring that international resolutions drive inclusive growth and sustainable digital development at the country level.
Inuwa identified digital infrastructure as the foundation of effective localisation, noting persistent challenges in extending connectivity to underserved and remote communities. Beyond infrastructure gaps, he highlighted affordability constraints and digital literacy deficits, stressing that addressing these issues remains central to Nigeria’s digital inclusion drive.
He explained that government alone cannot shoulder the burden of nationwide digital infrastructure deployment, given Nigeria’s vast geographical spread, hence the adoption of collaborative Public-Private Partnership (PPP) models. He disclosed that Nigeria, in collaboration with the World Bank, is implementing a major fibre-optic project spanning about 90,000 kilometres nationwide to boost connectivity.
The NITDA DG also revealed that the current National Broadband Plan, which has guided broadband expansion in recent years, is nearing completion, with plans underway to renew and reposition it for the next five years. The renewed plan, he said, will strategically target increased broadband penetration as a catalyst for digital access and economic growth.
On internet governance, Inuwa referenced Nigeria’s active participation in the Internet Governance Forum (IGF), noting that the country successfully hosted its annual national IGF. He said the forum operates on a multi-stakeholder model that brings together government, the private sector, civil society and the technical community to foster cooperation and informed policy dialogue.
Cybersecurity, he added, remains a critical pillar of Nigeria’s localisation efforts. He cited the existing Cybersecurity Act and ongoing efforts to strengthen the legal framework through a reviewed version currently awaiting parliamentary approval. These measures, he said, are designed to mitigate risks associated with increased internet use and to protect users and critical digital infrastructure.
Inuwa further stressed Nigeria’s ambition to play a leadership role in advancing digital cooperation across Africa through inclusive, multi-stakeholder engagement. He underscored the importance of coordinated national data collection, noting that reliable, country-specific data is essential for tracking progress and presenting Africa’s digital development story on the global stage.
He concluded that sustained engagement and follow-up actions arising from the WSIS+20 review would strengthen digital cooperation among African countries and ensure that global digital commitments translate into tangible national and regional impact.
Stakeholders commended Nigeria’s efforts in the digital space, acknowledging the country’s growing role in shaping Africa’s digital future.
Earlier, Ms. Jennifer Chung, Co-Convener of the Informal Multi-Stakeholder Sounding Board (IMSB), praised Nigeria for convening a broad-based, multi-stakeholder delegation and for its commitment to the meaningful implementation of WSIS+20 outcomes.
Chung stressed the growing demand for localised WSIS follow-up mechanisms, noting that platforms such as the annual IGF, National and Regional IGF Initiatives (NRIs), and youth-led forums are vital for tracking progress towards the 2030 Agenda and Africa’s Agenda 2063.
She described the WSIS+20 review as a critical step toward effective monitoring, reliable data collection and evidence-based evaluation, particularly for developing countries in the Global South. According to her, these measures are essential to achieving WSIS targets and ensuring that no region is left behind.
Drawing parallels with the Asia-Pacific region, Chung noted that challenges around affordable and meaningful connectivity remain widespread across developing economies. She emphasised that expanding broadband penetration and reducing the cost of access are crucial to closing digital divides in Africa, Asia-Pacific and other parts of the Global South.
She also highlighted the need to enable active citizen participation in emerging technologies, including artificial intelligence and future innovations such as quantum technologies, stressing that inclusive digital access is key to maximising the benefits of digital transformation.
Reflecting on the WSIS+20 review process, Chung praised the innovative and inclusive approach adopted through the informal multi-stakeholder sounding board, describing it as one of the first of its kind in global digital governance. She called for sustained collaboration among governments, the private sector, civil society and the technical community to carry the WSIS vision from global commitments to local action.
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